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Not another list of PM frameworks. Explore ideas from psychology, behavioral science, business, design and strategy, and understand what they teach us about building products.
25 real A/B testing interview questions from DoorDash, Instagram, Airbnb, Uber, Amazon, OpenAI, Suno and more, grouped by type, each linked to its AllthingsPM page with an answer guide and an AI mock interview.
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A 30-day PM interview prep plan: one week each for foundations, analytics, strategy and AI, and your target company's loop, with eight mock and review days. AllthingsPM supplies the questions, answer guides and scored AI mocks for every day.
A 7-day crash plan for a product manager interview: decode the job description, build a story bank, drill product sense and metrics, weight your target company's favourite question type, then rehearse with a scored mock. AllthingsPM supplies the questions and mocks.
A/B testing interview questions for product managers come in three shapes: design a test, read a result, and explain what went wrong. Here is one framework for all three, worked answers, and 51 real experiment questions to practice on AllthingsPM.
The Adobe PM interview usually runs a recruiter screen, a hiring manager or PM screen, and a final panel of about four interviews, sometimes with a project presentation or a director round. AllthingsPM has 36 Adobe-tagged questions with answer guides and scored AI mocks to practice all of it.
A free AI product launch checklist for PMs: ten sections covering evals, guardrail metrics with hard bars, security, cost per task, model versioning, staged rollout, rollback, monitoring and the launch narrative, each tied to a lesson in the AllthingsPM AI PM course.
The best AI product manager reading stack in 2026: AllthingsPM for 111 book summaries and 137 podcast summaries beside an AI PM course, then Building AI-Powered Products, AI Engineering and Co-Intelligence, How I AI and Lenny's Podcast, and Product Growth, The Product Compass and One Useful Thing.
A 200-term AI product management glossary in plain English, grouped into ten areas from tokens and RAG to evals, agents, safety and pricing. AllthingsPM's AI PM course teaches every term in context, with 212 linked concepts in its knowledge graph.
AI product manager intern and new-grad roles are rare: 7 of 389 PM postings we read at AI and tech companies were intern, new grad or associate. Here is where they are, what they pay, and how to prepare on AllthingsPM.
Anthropic and OpenAI run PM loops that thread mission, safety and ambiguity through every round; Google and Meta run standardized loops with a hiring committee or fixed themes. Rehearse either on AllthingsPM with mocks built from the real job description.
We grouped 116 live AI product manager job titles at 18 AI companies into 7 families. Generalist titles (34) and agent titles (31) lead, then research and models (16), safety (15), platform (9), growth (7) and forward deployed (4). AllthingsPM builds a mock interview from every one.
Of 116 live AI PM roles in the AllthingsPM jobs catalog, 33 list New York, 9 list London and 3 list Bangalore. Here is who is hiring in each city, what the JDs ask for, and what they pay.
AI products are priced three ways: per seat, per unit of usage, or per outcome, and most now blend them. This guide shows PMs how each model works, where each breaks, and how AllthingsPM teaches it in a graded course lesson.
AI product discovery combines story-based interviews with reading conversation logs, tickets and traces, then roots every idea in one user behavior you can move. AllthingsPM teaches it as a full course chapter with a graded case.
AI product metrics are the four layers that connect a model to money: quality, adoption, task success and unit economics. This guide shows PMs how to build each layer, and AllthingsPM teaches it as a full course chapter with graded cases.
In 2026 the model is not an AI moat. What still defends an AI product is proprietary data that improves the product through use, owning the workflow or system of record, distribution, trust and brand, and process power. AllthingsPM teaches this in its AI PM course lesson on competitive moats.
AI guardrails are the checks around a model that block bad inputs, bad outputs and bad actions. PMs own which ones ship, what they cost in refusals, and who approves irreversible actions. AllthingsPM teaches this in chapter 12 of its AI PM course.
AI UX design patterns make a model's mistakes cheap to spot, fix and route around: pick the right surface, set the level of autonomy, gate irreversible actions, cite claims and turn the thumbs-down into an eval row. AllthingsPM teaches all seven in chapter 7 of its AI PM course.
The All-In Podcast is a weekly markets, tech and AI show hosted by Chamath Palihapitiya, Jason Calacanis, David Sacks and David Friedberg. For PMs, the best recent episodes cover systems of record in the agent era, Flock's trust decisions, Jensen Huang's platform strategy and Satya Nadella on multi-model architecture. AllthingsPM summarizes 19 of them into PM lessons.
For product managers, AllthingsPM is the stronger Careerflow alternative: it finds and ranks live roles against your resume, reviews your resume against the exact JD and runs PM mock interviews built from it, for $20 a month or $120 a year. Careerflow is a general job search toolkit whose AI mock interview sits in its $299.99 a year Premium Plus plan.
Decode and Conquer teaches PM interview frameworks like CIRCLES; AllthingsPM turns them into scored practice with AI mock interviews, 4,122 real questions and a free 21-minute summary of the book.
GrowthSchool sells a 3 hour Product Management With AI workshop (₹499) and a 14 week PM Career Accelerator (₹29,499 to ₹79,999). AllthingsPM is the better buy for most PMs: a 101 lesson AI PM course, JD based mock interviews and 4,122 real questions for ₹8,400 a year, with a free tier.
For product manager interviews, AllthingsPM is the better Huru alternative: mocks built from any PM job description, 4,122 real PM questions from 260 companies with answer guides, and an AI PM course. Huru is a free, general interview coach for 242+ roles.
For most PM candidates, AllthingsPM is the better value: unlimited AI mock interviews built from any job description, 4,122 real PM questions with answer guides and an AI PM course for $20 a month. InterviewBuddy sells per-session mocks, from ₹412 for AI prep and ₹1,499 with a human expert.
For most PM candidates, AllthingsPM is the better place to prepare: unlimited AI mock interviews built from any job description, an AI PM course and 4,122 real questions for $20 a month. Leland is a marketplace of human PM coaches, with listed rates from $50 to $379 an hour when we checked.
NextLeap is a 16 week live PM fellowship for ₹39,999. AllthingsPM is the better value for most learners: a self-paced AI PM course built from 604 real job postings, AI mock interviews from any job description and 4,122 real questions, for ₹8,400 a year with a free tier.
Pendo's AI product management certification is a free, one hour course with a shareable badge. AllthingsPM is the better pick for landing an AI PM job: a 101 lesson AI PM course built from 604 real job postings, plus mock interviews from any job description, with a free tier and Pro at $120 a year.
AllthingsPM is the better Product Gym alternative for most PM candidates: AI mock interviews built from any job description, an AI PM course and 4,122 real questions for $20 a month or $120 a year, against Product Gym's program listed at about $6,000.
IBM's AI Product Manager certificate on Coursera is 10 beginner courses of PM basics plus generative AI and prompting. AllthingsPM teaches modern AI PM work (evals, agents, AI PRDs) from 604 real job postings and adds JD-based mock interviews, for $120 a year with a free tier.
AllthingsPM is the better pick for most PM candidates: unlimited AI mocks built from any job description, an AI PM course and 4,122 real questions for $20 a month or $120 a year. Tough Tongue AI is a general AI roleplay platform with a PM track, billed by the minute ($20 for 150 minutes).
The American Express PM interview usually runs a recruiter screen or HireVue video, two to three panel rounds with PMs and hiring managers, and a final leadership interview, all tested against the eight Blue Box Values. AllthingsPM has 18 American Express questions with answer guides and AI mocks.
An associate product manager interview tests product sense, analytics, estimation, behavioral stories and light technical depth. This guide gives a framework for each round, worked examples from real questions and a four-week plan that ends in scored mocks on AllthingsPM.
IIM and ISB product management certificates cost ₹1,00,300 to ₹3,20,842 with GST and none promise a job. They are worth it if an employer pays or you want the brand line; to get hired, AllthingsPM gives you an AI PM course and mock interviews for ₹8,400 a year.
The Atlassian PM interview usually runs a recruiter call, a PM phone screen, a take-home of about three hours, and a final panel built on Atlassian's four PM pillars plus a separate values interview. AllthingsPM has 13 Atlassian-tagged questions with answer guides and scored AI mocks to practice it.
The best B2B product manager portfolios lead with revenue and retention numbers, name the buyer, and show one hard enterprise tradeoff. Here are 12 standouts from the 90 B2B SaaS PM portfolios in the free AllthingsPM directory, plus a build plan.
The best AI product management books in 2026 are Building AI-Powered Products by Marily Nika, AI Engineering by Chip Huyen and The Art of AI Product Development by Janna Lipenkova. Pair them with AllthingsPM, an AI PM course built from 604 job postings and updated weekly.
The best AI tools for product managers in 2026 start with AllthingsPM, an AI PM course built from 604 real job postings with mock interviews from any job description, then ChatGPT, Claude, Cursor, Lovable, ChatPRD, Granola and Perplexity for daily work.
The best Coursera product management courses in 2026 are UVA's Digital Product Management, Alberta's Software Product Management and IBM's AI Product Manager certificate. For AI PM skills plus interview practice, AllthingsPM costs ₹8,400 a year against ₹13,999 for Coursera Plus.
The best AI agents course for most product managers is AllthingsPM's AI PM course: a 10-unit agents chapter with an MCP lesson, a hands-on MCP first contact unit and interview practice, for $120 a year with a free tier. Free code-first options come from Hugging Face, DeepLearning.AI and Anthropic; live PM cohorts cost $2,500 to $3,000.
The best AI evals course for most product managers is the Evals chapter of AllthingsPM's AI PM course, at $120 a year with a free tier. For live depth, Hamel Husain and Shreya Shankar's Maven course ($4,200); for a free technical primer, DeepLearning.AI's Evaluating AI Agents.
The best Maven product management courses in 2026 are Marily Nika's AI PM 101 ($750), Shreyas Doshi's Product Sense ($2,700), Hamel Husain and Shreya Shankar's AI Evals ($4,200) and Product Faculty's AI PM Certification ($5,000). For daily, self-paced AI PM learning plus interview practice, AllthingsPM costs $120 a year.
The best product management communities in India in 2026 are AllthingsPM for daily interview practice, The Product Folks for India's largest PM network, ProductTank Bengaluru for meetups, and the Mind the Product and Product School Slacks for global answers.
The best product management communities in 2026 are AllthingsPM for scored interview practice, then Product School and Mind the Product on Slack, r/ProductManagement on Reddit, and GetToPM and Product Map on Discord.
The best product management executive course for most senior PMs in 2026 is AllthingsPM's AI PM course, built from 604 real job postings at $120 a year. Stanford, Berkeley, MIT, Reforge and Product School suit leaders with a larger budget.
The best product management newsletters in 2026 are AllthingsPM's podcast summaries, Lenny's Newsletter, Product Growth, The Product Compass, Product Talk, SVPG, The Beautiful Mess and Mind the Product. Pick three, and read the rest as summaries.
The best product manager portfolio website template is a real PM's live site: browse 455 of them free in the AllthingsPM PM Portfolios directory, then rebuild the layout you like on Carrd, Framer, Webflow, Notion, Squarespace or GitHub Pages.
The best product management books for beginners are Product Management in Practice, Inspired, Escaping the Build Trap and The Mom Test. Read them alongside AllthingsPM, which has free summaries of 111 PM books plus a course and mock interviews to put them to work.
For career switchers, the best starting point is AllthingsPM: an AI PM course built from 604 real job postings plus scored mock interviews, from $0. Add a cheap badge such as Pendo's free PM Basics or PSPO I only if you want a line on LinkedIn.
The best product manager bootcamp for most people in 2026 is AllthingsPM: a self-paced AI PM course built from 604 real PM job postings, with mock interviews from any job description, for $120 a year. Product School, General Assembly, Maven, BrainStation, Reforge, HelloPM and NextLeap compared on price, format and interview prep.
The best technical product manager course in 2026 is the AllthingsPM AI PM course: SQL, LLM API calls, MCP and agents in one course built from 604 real PM job postings, for $120 a year with a free tier. Add GoPractice for deep SQL drills or Skiplevel for architecture basics.
The best Udemy product management course is Cole Mercer and Evan Kimbrell's Become a Product Manager, but a Udemy course only teaches. AllthingsPM pairs an AI PM course built from 604 real job postings with mock interviews from any job description, for $120 a year.
Stanford's Product Management: Accelerated is $3,995 for 10 weeks, eCornell $3,900, Kellogg $7,025, Berkeley Haas $7,900 and MIT $15,950. For the skills PM job postings ask for, AllthingsPM teaches an AI PM course built from 604 real postings for $120 a year.
The best product management YouTube lineup in 2026: Lenny's Podcast, How I AI, a16z, Y Combinator, Aced (formerly Exponent), Product School and Mind the Product, paired with AllthingsPM's 137 written episode summaries so you keep the ideas without watching every hour.
The best Blinkist alternative for product managers is AllthingsPM: 111 free, chapter-by-chapter summaries of the books PMs actually use, linked to an AI PM course and interview prep. Shortform, Headway and getAbstract compared on price and depth.
The life books Lenny's Podcast guests pick most are The Three-Body Problem (5 guests), then Designing Your Life, Outlive, Pachinko, Range, Shoe Dog and Man's Search for Meaning (4 each). AllthingsPM has free summaries of 17 life books that guests picked.
The books named on product and startup podcasts in September 2026: Simplify, Situated, Strong Ground, The Score Takes Care of Itself, The Tanning of America and more, each tied to the episode summary on AllthingsPM.
A golden dataset is a small, reviewed set of real inputs with agreed pass criteria that you run on every change to your AI feature. Start with 20 to 50 cases drawn from real failures, label them pass or fail, and grow the set from production. AllthingsPM teaches the full method in its Evals chapter.
The Capital One PM interview usually runs a recruiter screen, a hiring manager screen and a mini case, then a Power Day of four interviews that mixes quantitative cases, product design and behavioral rounds. AllthingsPM has 32 Capital One questions with answer guides and AI mocks to practice all of it.
A career change to product manager resume works when it tells one story: the product work you already did, rewritten in PM language and matched to one job description. AllthingsPM checks your resume against the exact JD for free.
The best product management books of all time are the classics that still shape the job: Inspired, The Innovator's Dilemma, Crossing the Chasm, High Output Management and The Design of Everyday Things. AllthingsPM summarizes all 12 on this list free.
Clay (clay.com, the AI go-to-market data platform) does not publish its PM loop; candidates report a recruiter screen, role interviews, a product walkthrough and an office visit. Prepare on AllthingsPM with 10 Clay questions, each with an answer guide, and a mock built from any Clay job description.
Cognition, the maker of Devin, publishes no PM interview loop; public reports describe a screen, a practical technical round, an in-person final and sometimes an exercise inside Devin. Prepare on AllthingsPM with 10 Cognition PM questions, answer guides and scored mocks.
The Coinbase PM interview usually runs a recruiter call, a hiring manager screen and a virtual onsite of 4 to 5 one hour interviews plus a presentation exercise. AllthingsPM has 39 Coinbase-tagged questions with answer guides and AI mocks to practice all of it.
The best consumer product manager portfolios lead with users reached, a retention or conversion number, and one product decision explained in plain words. Here are 12 standouts from the 45 consumer PM portfolios in the free AllthingsPM directory, plus a build plan.
Context rot is the drop in accuracy and recall as a model's input grows, even far below the context window limit. AllthingsPM teaches PMs to treat context as a budget, not a memory, in a free course lesson.
Read The Mom Test first to learn how to ask customers honest questions, then Continuous Discovery Habits to turn those conversations into a weekly team system. AllthingsPM summarizes both, free, in 32 minutes of reading.
Coursera beats Udemy for PM credentials (UVA, Alberta, IBM certificates); Udemy is cheaper for a quick overview. AllthingsPM beats both for getting hired: an AI PM course plus JD mock interviews for $120 a year.
The 7 best creativity books for product managers: Creative Selection, Creativity, Inc., Originals, Sketching User Experiences, The Work of Art, The War of Art and Designing Your Life. All 7 summaries are free on AllthingsPM, about 101 minutes in total.
CSPO is a two day course with no exam, PSPO I is a $200 exam that never expires, and AIPMM CPM is a $500 exam. None appeared in the 389 PM job postings we read. AllthingsPM builds the skills interviews test for $120 a year.
Cursor publishes no PM loop and runs a famously lean product team; public reports describe a short screen, technical rounds and an in-office build project. Prepare on AllthingsPM with 10 Cursor PM questions, answer guides and scored mocks.
Data product manager interview questions fall into five groups: metrics, SQL and analysis, data platform design, data quality and governance, and behavioral. Here is a framework for each, worked answers to real questions, and 269 data questions to practice on AllthingsPM.
Databricks says its process runs a recruiter call, a pre-onsite screen and an onsite loop of four to six interviews over two to three months. Candidates report product sense, technical depth, metrics and behavioral rounds. Practice with a mock built from your Databricks JD on AllthingsPM.
AllthingsPM read all 10 Decagon product manager job descriptions in its catalog: 7 are Senior Agent PM roles that pay $200K to $285K in the US and put you in front of the C-suite, and 3 are platform PM roles at $232K to $290K. Each has a scored mock built from its own text.
Read Cracking the PM Interview first for the map of the PM loop, then Decode and Conquer for answer frameworks. AllthingsPM gives you a free Decode and Conquer summary plus 4,122 real questions to practice both.
The 4 design and UX books every product manager should read: The Design of Everyday Things, Don't Make Me Think, Refactoring UI and Sketching User Experiences. Read all 4 summaries free on AllthingsPM in about 66 minutes.
Director of Product interviews test portfolio strategy, people leadership and executive communication, not feature design. Here are the question types, a framework, worked examples from the AllthingsPM bank, a 14-day plan and scored mocks.
The DoorDash PM interview usually runs a recruiter screen, a 40 to 45 minute phone screen with a PM or hiring manager, sometimes a take-home data exercise, then a virtual loop of about four rounds covering product sense, prioritization, analytics or a retrospective, and values. AllthingsPM has 24 DoorDash-tagged questions with answer guides and AI mocks to practice all of it.
The Dropbox PM interview usually runs a recruiter screen, a product sense interview and a hiring manager round, then a roughly 5 hour virtual onsite that opens with a presentation of your past work. AllthingsPM has 54 Dropbox-tagged questions with answer guides and AI mocks to practice all of it.
Guides report an ElevenLabs loop of a recruiter screen, a project deep dive, a product decomposition round and a final conversation, over three to five weeks. Prepare on AllthingsPM with 10 ElevenLabs questions and a mock built from the live Growth PM job description.
Enterprise AI deployment means getting an AI product or agent working inside a customer's existing systems, security rules and procurement process. This guide walks PMs through the eight stages, and AllthingsPM teaches each one in a 10-lesson course chapter built from real job postings.
An enterprise AI product manager at Glean owns a platform, at Harvey a legal workflow, and at Sierra or Decagon one customer's agent. AllthingsPM read all 49 of their PM job descriptions and built a scored mock for each.
B2B product manager interview questions test whether you can map a buying committee, win a champion, clear procurement and grow an account. Here is a five-seat framework, worked examples from the AllthingsPM question bank and a practice plan that ends in a mock.
30 real enterprise product manager interview questions from Glean, Sierra, Harvey, Decagon, Anthropic, OpenAI, Salesforce and more, grouped by type, each linked to its AllthingsPM page with an answer guide and an AI mock interview.
Entry-level AI PM jobs are rare: 7 of 389 PM titles we tracked at AI and tech companies were associate, new grad or intern roles. Here is where they are, what they ask for, and how AllthingsPM helps you practice for them from day one.
How product managers in India should read CTC, value ESOPs, understand ESOP tax, and negotiate level, fixed pay, joining bonus and notice buyout. AllthingsPM helps you win the loop that creates the leverage.
A product management book summaries cheat sheet: the core takeaway from 30 essential PM books, plus the 10 takeaways the whole AllthingsPM library of 111 book summaries keeps repeating, each linked to the full summary.
The Figma PM interview usually runs a recruiter screen, a hiring manager screen and a product case, then a virtual onsite and, for some roles, an executive conversation. AllthingsPM has 32 Figma questions with answer guides, a live Figma JD and AI mocks to practice all of it.
The best fintech product manager portfolios name the money flow they owned, prove results under regulation, and explain one hard risk tradeoff. Here are 12 standouts from the 53 fintech PM portfolios in the free AllthingsPM directory, plus a build plan.
The Flipkart product manager interview for experienced hires runs a screening call, often a case study or deck, then four to six rounds on problem solving, product thinking, business, engineering and fit. AllthingsPM holds 88 real Flipkart questions, each with an answer guide and a scored AI mock.
The best free alternative to a paid AI PM certification is AllthingsPM: free AI PM lessons built from 604 real job postings, a free JD mock interview every day and 4,122 real questions. For a free credential, add Pendo's AI-native PM badge or a Coursera certificate with financial aid.
Data scientists already own the skills AI PM job descriptions ask for most: evals, metrics and experiments. The gap is customers, scope and decisions. AllthingsPM's AI PM course, built from 604 real PM postings, closes it and ends in mock interviews built from real AI company job descriptions.
Product launch interview questions ask you to plan a go-to-market, decide whether to ship, or measure a launch. Answer with a six step launch framework, then practice on the 364 real launch and GTM questions in the AllthingsPM question bank.
Good Strategy Bad Strategy teaches you to diagnose the real problem; Playing to Win teaches you to make the choices that answer it. Most PMs should read Rumelt first. AllthingsPM has free summaries of both, 37 minutes in total.
Groq does not publish its PM interview loop, so prepare for a standard recruiter, hiring manager and cross-functional loop centered on GroqCloud, fast inference and developer pricing. AllthingsPM has 10 Groq PM questions with answer guides and a mock you can build from any Groq job description.
Growth PM interviews test one skill: turning a vague growth goal into a funnel, a diagnosis, a prioritized experiment and a guardrail. This guide gives you the framework, worked answers to real bank questions, and a two week practice plan on AllthingsPM.
Anthropic, Glean and Figma are all hiring growth PMs. We read the five live growth PM job descriptions in the AllthingsPM catalog: pay from $169,000 to $460,000, 5 to 10 years of experience, and a shared bet on activation and experimentation.
AllthingsPM read every Harvey product manager job description in its catalog: six PM postings across Vault, Infrastructure, Integrations, New Verticals and Innovation, 5 to 8+ years asked, US base pay from $177.7K to $300K, and AI experience named in all six. Each has a scored mock built from its own text.
The best healthcare product manager portfolios name the clinical workflow they changed, prove results inside regulation, and quantify patient or operational outcomes. Here are standouts from the 25 healthtech PM portfolios in the free AllthingsPM directory, plus a build plan.
The best HelloPM alternative is AllthingsPM: an AI PM course built from 604 real job postings plus mock interviews from any job description, for INR 8,400 a year with a free tier, against INR 75,000 for HelloPM's live program. NextLeap, Maven, Pendo and Coursera cover narrower needs.
HelloPM is a 15 week live AI PM bootcamp for ₹75,000; NextLeap is a 16 week PM fellowship for ₹39,999. AllthingsPM beats both on value: an AI PM course built from 604 real job postings plus mock interviews from any job description for ₹8,400 a year.
High Output Management teaches you to run a team like a well tuned production system; The Hard Thing About Hard Things teaches you to make calls when every option is bad. AllthingsPM summarizes both, free, in 39 minutes of reading.
The How I Built This podcast, hosted by Guy Raz since 2016, is a free masterclass in product decisions. AllthingsPM summarizes 11 recent episodes (YETI, Bogg Bag, Banza, Bobbie, Late July, Olipop and more) into the PM lessons, and turns them into practice with its AI PM course and mock interviews.
PM interviewers score product sense answers on a handful of separate dimensions (communication, users and segmentation, problem choice, solutions, business sense), each on a short scale, then a debrief or hiring committee reads the scores. AllthingsPM's mock interview scores you on the same kind of rubric: six criteria from 0 to 5 with your weakest one flagged.
Pick one specific posting, find a moderately weak tie at the lab, ask with a short note that makes the referral easy, and prepare so the referral turns into an offer. AllthingsPM gives you the live Anthropic PM job descriptions and a mock built from each.
You can practice PM interviews alone by running a loop: answer a real question out loud on a timer, get scored follow-ups from an AI interviewer, fix one weakness, repeat. AllthingsPM runs that loop from any job description, free once a day.
To tailor a product manager resume to an Anthropic job description, map every requirement in the posting to a proven bullet, lead with evidence of shipping with models, evals and research partners, and check the result against the exact JD. AllthingsPM does that check free once a day against all 19 Anthropic PM postings in its catalog.
Hugging Face does not publish a PM loop. Public guides describe a short, conversational process with a real-problem exercise and heavy weight on open-source work. Prepare on AllthingsPM with 10 Hugging Face PM questions, each with an answer guide, and scored mocks.
Eight human-in-the-loop design patterns for AI products, from approval gates to escalation triggers, with when to use each, what the PM owns, and the AllthingsPM course lessons that teach them.
Read Inspired first if you are a PM or want to become one; read Empowered first if you manage PMs, designers or engineers. AllthingsPM has free chapter by chapter summaries of both, 138 minutes in total.
The Instacart PM interview usually runs a recruiter screen, a hiring manager call, often a take-home product challenge, and an onsite of product sense, execution, cross-functional and leadership rounds. AllthingsPM has 40 Instacart-tagged questions with answer guides and AI mocks to practice all of it.
Instagram PMs are hired through Meta's PM loop: a recruiter screen, product sense and analytical thinking screens, then a loop with leadership and drive, and an AI product sense round for some roles. AllthingsPM has 48 Instagram questions with answer guides and AI mocks.
Lenny's paid plans ($20 a month, $200 or $400 a year) pay off if you use the Product Pass tools or Slack. For interview prep, AllthingsPM costs $120 a year.
GoPractice's AI/ML Simulator is a well made, 60 hour, text based ML simulation for $1,190. For most PMs who want an AI PM job, AllthingsPM at $120 a year gives an AI PM course plus JD based mock interviews, 4,122 questions and resume review.
HelloPM's AI PM flagship costs ₹75,000 including GST ($1,000 abroad) for 15 weeks of live weekend classes, with placement support but no job guarantee. AllthingsPM gives a self-paced AI PM course, JD mock interviews and 4,122 questions for ₹8,400 a year.
Product Gym is a real PM career coaching program, listed at $6,000 on bootcamp review sites, with near perfect ratings and a mixed Reddit record, including a detailed 2022 account of reviews being required before offer help. For most candidates, AllthingsPM gives scored mock interviews, 4,122 real questions and an AI PM course for $120 a year, with a free tier.
ISB and IIM product management certificates cost ₹1,00,300 to ₹3,20,842 with GST and none promise a job. AllthingsPM gives you an AI PM course, mock interviews from any job description and 4,122 real questions for ₹8,400 a year.
Kellogg's Professional Certificate in AI-Enabled Product Management is a five month, $7,025 general PM program; MIT xPRO's Designing and Building AI Products and Services is a ten week, $3,200 technical AI design course. AllthingsPM teaches AI PM from 604 real job postings, with JD-based mock interviews, for $120 a year.
Land a PM Job (Aakash Gupta) costs $5,000 for a 12 week cohort with bi-weekly 1:1s and a 2+ interview guarantee; Product Gym is listed at $6,000 for a coaching program with a member community. AllthingsPM gives AI mock interviews from any job description, an AI PM course and 4,122 real questions for $120 a year.
LangChain does not publish its PM interview loop; public reports describe a 30 to 45 minute screen, a take-home, a design round and a manager conversation over about a month, mostly from engineers. Prepare on AllthingsPM with 10 LangChain PM questions, each with an answer guide, and a mock built from the job description.
30 real leadership interview questions for senior product managers from Amazon, Google, Meta, OpenAI and more, grouped by theme, each linked to its AllthingsPM page with an answer guide and an AI mock interview.
Linear's own hiring page describes a recruiter call, three to four interviews and a paid 2 to 5 day work trial, over four to six weeks. Prepare on AllthingsPM with 10 Linear PM questions, both live Linear PM job descriptions and scored mocks.
The LinkedIn PM interview usually runs a recruiter screen, one or two PM or hiring manager screens, then a final round of four to five interviews covering product sense, execution, analytics and values. AllthingsPM has 69 LinkedIn-tagged questions with answer guides and AI mocks to practice all of it.
An AI product manager LinkedIn profile should name the role in the headline, prove model work with evals, cost and latency trade-offs, and use the words real postings use. Check those words against a real job with AllthingsPM's JD resume review.
LLM-as-a-judge means using one language model to grade another model's outputs against a written criterion. This guide explains how PMs design, validate and ship a judge, and AllthingsPM teaches it in a graded Evals chapter with interview practice.
Public accounts describe an application, an intro call, a take-home case with a recorded video, and a paid work trial. Prepare on AllthingsPM with mocks built from 2 live Lovable PM job descriptions and 30 Lovable questions.
The Lyft PM interview usually runs a recruiter screen, a product phone screen and an execution phone screen, then an onsite with product sense, execution and leadership rounds, then team matching. AllthingsPM has 96 Lyft-tagged questions with answer guides and AI mocks to practice all of it.
Marty Cagan's two core product management books are Inspired (how strong product teams work) and Empowered (how leaders build them). AllthingsPM has a free chapter by chapter summary of both, 138 minutes in total.
Masters of Scale is Reid Hoffman's business podcast from WaitWhat, running since May 2017. For product leaders, the best recent episodes cover Shopify's agentic shopping data, Autodesk's kill test, Barnes & Noble's data sequencing and Axios's Confront, Delete, Amplify. AllthingsPM summarizes 13 of them into PM lessons.
An MBA or a master's still opens doors to AI product management, but no AI PM posting we read required one. The AllthingsPM course teaches the AI skills those postings do ask for, for $120 a year.
Midjourney does not publish its PM loop, so prepare from the live Product Manager posting: execution, specs, standups, user research and prototyping with Claude Code, paid $185,000 to $225,000. Rehearse with a mock built from that JD and 4 Midjourney questions on AllthingsPM.
A multi-agent system is worth it when the work splits into independent, read-heavy parts that are too big for one context window and valuable enough to pay about 15 times the tokens of a chat. Otherwise, ship one agent. AllthingsPM teaches this call in its AI PM course.
Multimodal AI product management comes down to four decisions: vision or OCR for documents, cascaded or speech-to-speech for voice, what the modality costs, and a golden set that scores audio and images directly. AllthingsPM teaches all four in a dedicated course chapter.
NextLeap is a 16 week live PM fellowship for ₹39,999, GrowthSchool a 14 week cohort from ₹29,499 to ₹79,999, and upGrad a 6 to 10.5 month Duke CE certificate. AllthingsPM beats all three on value: an AI PM course built from 604 real job postings plus JD mock interviews for ₹8,400 a year.
Obviously Awesome teaches you how to position a product so the right buyers see its value; Crossing the Chasm teaches you which buyers to target next and why. Read Dunford first for a launch, Moore first for a growth stall. AllthingsPM has free summaries of both, 41 minutes in total.
The PayPal PM interview usually runs a recruiter screen, a hiring manager screen and an onsite of about five interviews covering product, strategy, technical depth, behavioral and cross-functional work. AllthingsPM has 50 PayPal-tagged questions with answer guides and AI mocks to practice all of it.
The Pinterest PM interview usually runs a recruiter screen, a hiring manager interview, then product sense, product execution and cross-functional rounds before a debrief. AllthingsPM has 11 Pinterest-tagged questions with answer guides and scored AI mocks to practice them.
How API and platform product manager interviews work, a five-part answer framework, 18 real questions from Glean, OpenAI, Anthropic, Sierra, Google and more, and a two-week practice plan ending in an AI mock interview on AllthingsPM.
For most people searching for a product management course in Bangalore, Delhi or Chennai, an online course plus daily interview practice beats a classroom. AllthingsPM costs ₹8,400 a year; campus programmes at IIM Bangalore and IIT Delhi cost ₹1.47 to ₹2.11 lakh.
A one-page PM interview cheat sheet: CIRCLES for design, RICE, MoSCoW and Kano for prioritization, AARRR and HEART for metrics, Five Forces for strategy, STAR for behavioral, plus estimation and root cause. Then drill each one on AllthingsPM's 4,122 real questions with an AI mock.
A free PM interview prep tracker with six tabs: pipeline, round map, question log, story bank, mock scores and a weekly review. Copy it, then fill the question log with real mocks on AllthingsPM.
A printable PM interview cheat sheet: 36 real product manager questions from the 4,122-question AllthingsPM bank, grouped by type, each linked to its own answer guide, with what a strong answer includes.
The 20 product manager interview questions experienced PMs face most, from influence without authority to CEO disagreements and roadmap trade-offs, each linked to its answer guide in the AllthingsPM question bank, with what a senior-level answer includes.
30 real product manager interview questions for freshers, from 'Why product management?' to guesstimates, each linked to its AllthingsPM page with an answer guide and a free AI mock interview.
Product manager salary negotiation comes down to four moves: anchor with posted pay data, ask in one specific number, trade across levers (base, equity, sign-on, level) and get it in writing. Word-for-word scripts for US offers and Indian CTC offers, plus where to find real pay bands.
The best enterprise AI podcast episodes of 2026, from Stripe's internal agent on How I AI to Databricks on a16z and Jen Abel on Lenny's Podcast, with the key takeaways from each and free structured summaries on AllthingsPM.
Fifteen real portfolio sites from product managers currently at Microsoft, Meta and Google (plus three notable alumni), taken from the 455 PM portfolios in the free AllthingsPM directory, with what each one does well.
Prepfully is a marketplace of human interview coaches: PM sessions run $69 to $399 with a $149 median, and AI mocks cost $49 for five. For most PM candidates, AllthingsPM is the better value: unlimited AI mocks built from any job description plus an AI PM course for $20 a month or $120 a year.
Pricing interview questions ask you to set, change or defend a price. Answer with a five step value-first framework, then practice on the 110 real pricing and monetization questions in the AllthingsPM question bank.
Prioritization interview questions test whether you can pick what to build under a constraint and defend it. Use a five-step answer: goal, constraint, options, scored criteria, a clear call with trade-offs. Practice on the 162 prioritization questions in AllthingsPM and run a scored mock.
30 real product growth interview questions from the AllthingsPM question bank, on activation, retention, funnels, monetization and growth loops, each linked to its own page with what a good answer includes.
40 real product launch and go-to-market questions from the AllthingsPM question bank, grouped by type, each linked to its own page with what a good answer includes.
Prompt injection is when text the model reads (a web page, email or file) is treated as an instruction. It cannot be fully filtered out, so PMs limit what an agent can do. AllthingsPM teaches this in chapter 12 of its AI PM course.
AllthingsPM read the 5 public sector PM job descriptions in its catalog from Anthropic, Scale AI and Sierra. All five ask for field discovery and model evaluation; two name a clearance, two name FedRAMP. Each has a mock interview built from its own text.
If you have been running PM mock interviews in ChatGPT, the purpose-built alternative is AllthingsPM: mocks built from any job description, follow-ups, a score, and 4,122 real PM questions with answer guides, for $120 a year with a free daily JD mock. Yoodli, Aced, StellarPeers, PMMockr and Final Round AI each cover one slice.
The best questions to ask a product manager interviewer, grouped into seven categories and matched to each round, with a practice plan that ends in an AllthingsPM mock interview.
Radical Candor teaches you how to give honest feedback one conversation at a time; Scaling People teaches you to build the documents, rubrics and cadences that make a team run. AllthingsPM summarizes both, free, in 29 minutes of reading.
Start with prompt engineering, add RAG when the model lacks your facts, and fine-tune only when behaviour stays inconsistent after both. AllthingsPM teaches this decision in its AI PM course and drills it in mock interviews.
The Rakuten PM interview usually runs a recruiter screen, a case study or analytical assessment, and final rounds with the hiring manager and senior leaders. AllthingsPM has 22 Rakuten-tagged questions, most on ad monetization, each with an answer guide and a scored AI mock.
Ramp PMs and candidates describe a PM case plus behavioral screen, a case study or take-home, and an onsite loop with more cases. AllthingsPM has 30 Ramp-tagged questions and AI mock interviews built from Ramp's two live PM job descriptions.
Razorpay tests product thinking, problem solving, business, tech grounding and strategy; PhonePe leans on root cause cases; CRED uses assignments; Meesho runs case, problem solving and bar raiser rounds. AllthingsPM lets you practice each as a scored AI mock.
Replit publishes a four stage loop: recruiter, hiring manager, a live or take-home exercise reviewed with the team, and a panel. Prepare on AllthingsPM with 20 Replit questions and a mock built from the live Replit Enterprise PM job description.
A free AI product roadmap template where every milestone is an evaluable slice: a scoped behaviour, a golden set, a numeric ship bar and a fallback. Copy it, fill it, and learn the method in the AllthingsPM AI PM course.
The Salesforce PM interview usually runs a recruiter screen, a hiring manager call with deep follow-ups, and a final loop with senior leaders, sometimes with a presentation or surprise case. AllthingsPM has 46 Salesforce-tagged questions with answer guides and AI mocks to practice all of it.
Senior product manager interviews test scope, judgment and influence; Group PM loops add portfolio strategy and people leadership. Here is the framework, real questions from the AllthingsPM bank, a 14-day plan and scored mocks.
Four illustrative resume examples for Senior PM, Staff PM, PM Lead and Director of Product Management, with before and after bullets tied to real AI company postings, and how to check yours against a job description with AllthingsPM's resume review.
Shape Up bets on shaped work in fixed six-week cycles with a two-week cool-down and no backlog; Scrum sprints run one month or less against an ordered product backlog. AllthingsPM summarizes Shape Up and Sprint so you can compare them in minutes.
The Shopify PM interview runs an initial call, a Craft Assessment, the Life Story conversation, and Meet the Team sessions with 3 to 5 future co-workers. AllthingsPM has 50 Shopify-tagged questions with answer guides and AI mocks to practice all of it.
Simpson's paradox is when every segment says one thing and the total says the opposite. Here is how PMs spot it in A/B tests and AI launches, and how to report a number that survives the question.
The Spotify PM interview usually runs a recruiter call, a hiring manager screen and a final round with four or five colleagues across product, engineering, design and insights, with a values check throughout. AllthingsPM has 59 Spotify-tagged questions with answer guides and AI mocks to practice all of it.
Stanford Online, Berkeley Executive Education and eCornell all sell product management certificates priced from $765 a course to $8,400. AllthingsPM gives you an AI PM course built from real job postings plus JD mock interviews for $120 a year, with a free tier.
StellarPeers is worth using for its free peer mocks, but its $79 a month plan mostly buys frameworks and videos. For scored mocks built from your job description plus an AI PM course, AllthingsPM costs $20 a month or $120 a year with a free tier.
Suno publishes no PM interview loop, so the best signal is its live Product Manager, ML Research posting. Prepare on AllthingsPM with 19 Suno questions and a mock built from that job description.
The Swiggy product manager interview usually runs a recruiter screen, a product sense case, an analytics or growth case, a behavioral round and a hiring manager round, all built around a three-sided marketplace. AllthingsPM holds 28 real Swiggy questions, each with an answer guide and a scored AI mock.
A strong 'Why product manager' answer is one true story that shows you already act like a PM, tied to this role. Here is a framework for both opening questions, worked examples and a practice plan on AllthingsPM.
We counted 613 Lightning Round book picks from Lenny's Podcast (June 2022 to March 2026). High Output Management leads with 9 guests, then Inspired with 7. AllthingsPM has free summaries of 21 of the 25 books picked by four or more guests.
CIRCLES is Lewis Lin's seven-step framework for PM product design questions: Comprehend, Identify, Report, Cut, List, Evaluate, Summarize. It still works as a checklist, but recited step by step it sounds scripted, and it has no step for AI trade-offs. Practice a looser version on AllthingsPM's 1,174 Product Design questions.
The EU AI Act sorts AI features into four risk tiers. PMs own the classification call, the Article 50 disclosures that apply from 2 August 2026, and the spec work before high-risk rules land in December 2027. AllthingsPM teaches it in its AI PM course.
A forward deployed product manager embeds with a few large customers, gets an AI product into production inside each one, and decides what feeds back into the core product. This playbook covers the six plays, the skills postings ask for, and how to learn them in the AllthingsPM course.
A cheat sheet of the product management frameworks that matter, pulled from the 442 named mental models in AllthingsPM's 111 book summaries, grouped by the job each one does, with a link to the full summary behind every framework.
The Growth Podcast is Aakash Gupta's show on AI and product management. Its best recent episodes open up the real AI stacks of product teams at Together AI, JobNimbus and OLX. AllthingsPM summarizes them into PM lessons you can read in about 13 minutes each.
A product manager job search takes volume and targeting: PM roles interview 18 candidates per hire, inbound applications reach interview about 3% of the time, and tailored resumes convert 1.6x better. AllthingsPM's Resume Job Match ranks live roles against your resume so you apply where you fit.
The product management books to read depend on your level: Inspired and The Mom Test as an APM, Continuous Discovery Habits as a PM, Good Strategy Bad Strategy as a senior PM, High Output Management as a manager and Empowered as a Head of Product, all summarized free on AllthingsPM.
The TikTok PM interview usually runs a recruiter screen, a hiring manager call with a short case, and three to four product rounds on product sense, metrics, strategy and a light technical interview. AllthingsPM has 27 TikTok-tagged questions with answer guides and AI mocks to practice all of it.
Together AI does not publish a PM loop; public guides describe a recruiter call, technical rounds, team interviews and a final conversation over two to four weeks. Prepare on AllthingsPM with 10 Together AI questions, each with an answer guide, and a mock built from the live PM job description.
A technical product manager interview keeps every PM round and adds a technical depth round: system design, APIs and the architecture of your last product. AllthingsPM lets you practice both, with 142 technical questions and mocks built from any job description.
An AI feature's real cost is its cost per successful task: tokens per attempt, times attempts, plus the cost of every failure, divided by the success rate. This guide shows the math with September 2026 model prices, and AllthingsPM teaches it in a graded course chapter.
Candidates report a Vercel PM loop that starts with a recruiter call and a 45 minute product interview, with about three weeks end to end and heavy weight on real product use. Prepare on AllthingsPM with a mock built from the live Vercel Observability PM job and 15 Vercel questions with answer guides.
Voice AI product management comes down to four decisions: cascaded or speech-to-speech, the latency budget, the spoken turn, and the per-minute bill. AllthingsPM teaches all four in its AI PM course and lets you rehearse them in voice mock interviews.
The Walmart PM interview usually runs a recruiter screen, a hiring manager interview, a product sense or case round (often a case sent a few days ahead) and a panel loop, sometimes with a director round. AllthingsPM has 73 Walmart-tagged questions with answer guides and AI mocks to practice all of it.
An AI product manager spends the day on classic PM work plus four AI jobs: reading model outputs, running evals, deciding how much an agent may do on its own, and getting the product through a customer's security review. AllthingsPM teaches each one in an AI PM course built from 604 real PM job postings.
Frontier AI labs title 39 of 40 PM roles plain 'Product Manager' but none of the 31 that state years ask for fewer than 4. The title is flat; the bar is senior.
AI agent companies like Sierra, Decagon and Scale AI post PM roles that require Spanish, Arabic or Brazilian Portuguese because the PM builds and demos the agent with the customer in that language. AllthingsPM lists these roles with a mock interview built from each JD.
A free AI agent spec template for product managers: goal, scope, tools, tool contracts, risk levels, stop conditions, escalation and evals, with a worked tool contract and the AllthingsPM course lessons that teach each part.
Reported xAI product interviews are short and technical: a recruiter or headhunter intake, hiring manager rounds that dig into your ML work, a constrained product case, a skip-level and a panel. Practice the 12 xAI questions and a JD mock on AllthingsPM.
The Y Combinator Startup Podcast is YC's own show, where partners, founders and guests like Paul Graham talk about building. For PMs, the best recent episodes cover YC's 2026 batch data, Legora's eval-first strategy, open-model economics, reliability in robotics and founder-led outbound. AllthingsPM summarizes 9 of them into PM lessons.
The YouTube PM interview follows Google's loop: a recruiter screen, a product sense phone screen, an onsite of 4 to 5 rounds of about 45 minutes, then hiring committee and team matching. AllthingsPM has 25 YouTube-tagged questions with answer guides and AI mocks to practice it.
The Zomato product manager interview usually runs a recruiter screen, a product case, a metrics or guesstimate round, sometimes a take-home deck, and a leadership round. AllthingsPM holds 11 real Zomato questions, each with an answer guide and a scored AI mock.
30 real PM execution interview questions from Meta, Google, Lyft, Uber and more, grouped by type, each linked to its AllthingsPM page with an answer guide and an AI mock interview.
30 real technical product manager interview questions from Google, Stripe, Microsoft, Meta, Anthropic and more, grouped by type, each linked to its AllthingsPM page with an answer guide and an AI mock interview.
40 real product improvement interview questions for PMs from the AllthingsPM question bank, grouped by type, each linked to its own answer guide, with what a strong answer includes and a free AI mock to practice it.
40 real product strategy interview questions for PMs from the AllthingsPM question bank, grouped by type, each linked to its own answer guide, with what a strong answer includes and a free AI mock to practice it.
Across 4,122 product manager interview questions from 260 companies in the AllthingsPM question bank, 21 of the 42 largest companies lead with product design, 13 with strategy and 4 with behavioral. Amazon is 35% behavioral, Google 17% estimation, Meta 26% metrics, and AI companies' questions are 85% Advanced.
45 real guesstimate questions from PM interviews at Google, Meta, Amazon, Uber, Swiggy and OpenAI, each with a solution sketch: the structure, the key assumptions and a sanity check. Every one links to an AllthingsPM page where you can answer it in a scored mock.
50 real behavioral PM interview questions from Amazon, Google, Meta, Salesforce, Netflix and more, each linked to its AllthingsPM page, with what a strong answer includes and three worked sample answers.
Here are 50 real metrics interview questions for product managers, grouped into six shapes, with what a good answer includes for each. Every one links to its own AllthingsPM question page with an answer guide and a scored mock.
50 real product design interview questions for PMs from the AllthingsPM question bank, grouped by type, each linked to its own answer guide, with what a strong answer includes and a free AI mock to practice it.
Candidates report an Abridge PM loop of a recruiter screen, a phone interview, a take-home on the product area and a final round, with heavy weight on AI fluency. Prepare on AllthingsPM with mocks built from 5 live Abridge job descriptions and 25 Abridge questions with answer guides.
A free LLM evaluation template for product managers: success criteria, a golden dataset, graders, judge validation, thresholds and a release gate, with a worked example and the AllthingsPM course chapter that teaches each step.
AI fluency for a product manager means you delegate the right work to AI, describe it well, judge the output, and own the result. Score yourself on this 8-row rubric, then close the gaps with the AllthingsPM AI PM course.
The AI product manager projects that get interviews are an eval set, a working prototype, an agent build, an AI PRD and a teardown, each tied to a real job description. The AllthingsPM AI PM course has you build all of them on one product across 14 graded case studies.
AI product managers in India are quoted at ₹25 to ₹39 lakh on average, while Levels.fyi puts the median PM package at ₹44.9 lakh and Google, Uber and Amazon well above ₹80 lakh. AllthingsPM helps you prepare for those roles for ₹8,400 a year.
An AI product manager decides what to build and how to judge it, an AI engineer builds it on top of models, and a data scientist finds the truth in the data. AllthingsPM's AI PM course, built from 604 real PM job postings, is the fastest way into the PM side.
AI product managers at US AI companies post base pay of $160,000 to $460,000, with a median range midpoint of $261,000 across 62 postings in the AllthingsPM jobs catalog. UK AI PMs earn about £65,000 to £92,000 (London £88,500 to £125,000), and Indian PMs have a median total pay near ₹45 lakh on Levels.fyi.
An AI product sense framework in seven steps: user and job, the model's real capability, the cost of being wrong, the workflow, guardrails, quality metrics and a v1. Practice it on 205 real AI product sense questions on AllthingsPM, with a scored AI mock.
The Airbnb PM interview usually runs a recruiter screen, a hiring manager screen and a peer PM screen, then an onsite built around a case study presentation, breakout interviews and a core values round. AllthingsPM has 54 Airbnb-tagged questions with answer guides and AI mocks to practice all of it.
Duke's Coursera specialization teaches classic machine learning for PMs in three courses and about 51 hours. AllthingsPM teaches modern AI PM work (evals, agents, AI PRDs) from 604 real job postings and adds JD-based mock interviews, for $120 a year with a free tier.
AllthingsPM is the better Final Round AI alternative for product managers: it trains you before the interview with AI mocks built from any job description, 4,122 real PM questions and an AI PM course, for $20 a month with a free tier. Final Round AI's core product is a live copilot that feeds answers during real interviews, which Amazon and Anthropic say candidates should not use.
AllthingsPM is the better GoPractice alternative for most AI PMs: a 101 lesson AI PM course built from 604 real job postings, plus mock interviews from any job description, for $120 a year. GoPractice sells single simulators from $25 to $1,190.
For most PM candidates, AllthingsPM is the better value: a self-paced AI PM course built from 604 real PM job postings plus mock interviews from any job description, for $120 or ₹8,400 a year. HelloPM is a 15 week live AI PM bootcamp for ₹75,000 or $1,000 with human mentors.
For most PM candidates, AllthingsPM is the better value: mock interviews built from any job description, 4,122 real questions and an AI PM course for $120 a year. Land a PM Job is Aakash Gupta's 12 week live coaching cohort at $5,000 in the US.
For most people aiming at an AI PM job, AllthingsPM is the better choice: a 101 lesson AI PM course built from 604 job postings plus JD-based mock interviews for $120 a year. Marily Nika's Maven bootcamp is a $2,500, 5 week live cohort with a capstone and certificate.
Looking for a MockJam alternative? AllthingsPM builds AI mock interviews from any job description, adds 4,122 real PM questions with answer guides and an AI PM course, and gives you one free JD mock every day.
AllthingsPM is the better pick for most Indian PM candidates: mocks built from any job description, no monthly cap on mocks, an AI PM course and 4,122 real questions for ₹1,200 a month or ₹8,400 a year. PM Interview Prep Club costs ₹1,999 a month with 100 AI credits and 60 minutes of AI voice.
AllthingsPM is the better Pramp alternative for PMs: AI mock interviews built from any job description, at any hour, with a free JD mock every day. Pramp now runs inside Aced with 5 free peer mocks a month at 4 fixed PM times.
For most PM candidates, AllthingsPM is the better Prepfully alternative: unlimited AI mock interviews built from any job description, an AI PM course and 4,122 real questions for $20 a month or $120 a year. Prepfully sells human coach sessions at a $149 median and AI mocks at $49 for five.
AllthingsPM beats Product Faculty's AI Product Management Certification for most people chasing an AI PM job: a course built from 604 job postings plus mock interviews from any job description for $120 a year, against $5,000 for the Maven cohort.
For most people looking for a Product School alternative, AllthingsPM is the better value: a 101 lesson AI PM course built from 604 real job postings, mock interviews from any job description and 4,122 real questions for $20 a month or $120 a year. Product School's AI Product Management Certification costs $2,999 for 12 live hours.
AllthingsPM is the better RocketBlocks alternative for most PM candidates: AI mock interviews with follow-ups built from any job description, an AI PM course and 4,122 real questions for $20 a month or $120 a year. RocketBlocks sells written drills with expert sample answers for $35 a month or $155 a year.
The best StellarPeers alternative for most PM candidates is AllthingsPM: scored AI mock interviews built from any job description, 4,122 real questions with answer guides and an AI PM course for $20 a month or $120 a year. StellarPeers offers free peer mocks and paid frameworks from $79 a month.
For PM interviews, AllthingsPM is the better Yoodli alternative: it scores what you say against the job description, with 4,122 real PM questions and an AI PM course for $120 a year. Yoodli coaches how you say it: filler words, pace and eye contact.
An AI agent is a model running in a loop with five parts: tools it can call, a plan, state it carries between steps, a rule for when to stop, and a path to a human. AllthingsPM teaches each part in its AI PM course.
Google's APM window for 2027 starts runs 22 September to 6 October 2026 and Meta's RPM is open now. Here is every major APM and RPM program with its deadline, length and pay, plus how to prep on AllthingsPM.
Google runs an APM cohort in Bengaluru and Flipkart runs India's original campus APM program. Uber and Atlassian run formal APM programs abroad but hire in India. AllthingsPM lets you practice real questions from all four with AI mocks built from the job description.
An associate product manager resume with no experience wins on proof, not titles: projects you shipped, numbers you moved and words from the job description. AllthingsPM checks your resume against the exact JD for free.
The Apple PM interview usually runs a recruiter call, a hiring manager round, one or two screens and a final loop of several back-to-back interviews, with heavy weight on culture fit, privacy and accessibility. AllthingsPM has 24 Apple-tagged questions with answer guides and AI mocks to practice all of it.
The behavioral questions product manager interviews ask most, a STAR structure built for PM stories, and four sample answers. Practice each one out loud in an AllthingsPM mock that asks the follow-ups.
The best AI PM interview prep resource is AllthingsPM: real AI product manager interview questions from OpenAI, Anthropic and 260 companies, each with an answer guide, and scored mocks built from any job description. Add a guide, a book and one coach session.
The best associate product manager course for new grads and career switchers is AllthingsPM: a PM course built from 604 real job postings plus scored AI mocks from any APM job description, for $120 a year with a free tier. Product Alliance, Aced, Coursera, RocketBlocks and Pendo compared.
The best product management case study practice platform for most candidates is AllthingsPM: 4,122 real case and interview questions from 260 companies with answer guides, scored AI mocks built from any job description, and 14 graded case studies in its AI PM course. Add a free peer platform for human reps.
The best free product management course is AllthingsPM's course, with free lessons built from 604 real PM job postings plus a free JD mock interview every day. For a certificate that is genuinely free, add Pendo's Product Management Basics, a Product School micro-certification or Simplilearn's Product Management 101.
The best place to find product manager jobs is AllthingsPM's Resume Job Match, which searches live PM openings and scores each one 0 to 100 against your resume. Then add LinkedIn for reach, Wellfound and YC's Work at a Startup for startups, and Lenny's Jobs or TrueUp for curated tech roles.
The best way to run PM mock interview practice in 2026 is AllthingsPM for daily scored mocks built from your job description, plus a free peer community such as StellarPeers, Lewis C. Lin's Slack group or Aced for live human reps.
The best way to use a product manager interview coach in 2026 is to do your daily reps on AllthingsPM, then book one or two paid sessions on Prepfully, IGotAnOffer, Aced or Leland for final calibration.
The best product manager interview course for most candidates is AllthingsPM: an AI PM course built from 604 real job postings plus scored AI mock interviews from any job description, for $120 a year with a free tier. Aced, Product Alliance, IGotAnOffer, PM Exercises and RocketBlocks follow.
The best product manager interview question bank in 2026 is AllthingsPM: 4,122 real questions from 260 companies, a free answer guide on every one, and a button that turns any question into a scored mock. PM Exercises, Aced, StellarPeers, Prepfully and RocketBlocks compared by size and quality.
The best tool to practice product sense interviews is AllthingsPM: 1,285 real product sense questions with answer guides and an AI interviewer that follows up and scores you, free once a day. Add a peer platform or one coach for human calibration.
The best voice AI interview practice tool for product managers is AllthingsPM: speak your answers to an AI interviewer that follows up and scores you on a PM rubric, built from any job description, free once a day and $20 a month for unlimited mocks.
The best website for PM guesstimate practice is AllthingsPM: 272 real estimation questions, each with its own answer guide and a scored AI mock that challenges your assumptions. Add free guides from HelloPM and PrepLounge for extra drills.
The 15 best career and personal effectiveness books for product managers, from Deep Work and Essentialism to The Effective Executive and Designing Your Life, each with the one idea to use. Read all 15 summaries free on AllthingsPM in about 210 minutes.
The cheapest complete alternative to a $2,500 to $5,000 AI PM cohort is AllthingsPM: an AI PM course built from 604 real PM job postings plus mock interviews from any job description, for $120 a year. Free and low cost options for each thing a cohort promises are listed below.
Claude Code lets product managers prototype, analyze data, synthesize research and read their own product's code in plain English. This guide covers setup, six PM workflows, the risks, and how AllthingsPM teaches and tests the skill.
Cohere's own careers page lists the loop: application review, a recruiter conversation, a possible take-home, a hiring manager meeting and a final round with team members. Prepare on AllthingsPM with mocks built from 3 live Cohere PM job descriptions and 15 Cohere questions with answer guides.
The 14 best communication and influence books for product managers, from Crucial Conversations and Influence to Smart Brevity and Working Backwards, each with the one idea to use at work. Read all 14 summaries free on AllthingsPM in about 202 minutes.
Candidates describe a hiring manager screen, a take-home case study, a live review in front of Agent PMs and an onsite in San Francisco. Prepare on AllthingsPM with mocks built from 10 live Decagon PM job descriptions and 47 Decagon questions.
The best product leader portfolios sell a point of view, prove scale with a few big numbers, and make it easy to hire, book or refer you. Here are 12 standouts from the 113 Director and VP/CPO portfolios in the free AllthingsPM directory.
The 8 best user research and product discovery books for PMs, from The Mom Test to Continuous Discovery Habits, each summarized with the one method to use. Read all 8 free on AllthingsPM in about 122 minutes.
Most PMs do not need a portfolio to get hired, but career switchers, AI PM candidates and senior leaders gain from one. Here is what hiring managers on Reddit and in print say, plus 455 real PM portfolio sites to learn from on AllthingsPM.
Duke's AI Product Management Specialization on Coursera is a solid, beginner friendly grounding in classic machine learning, rated 4.7, but it has no generative AI, no LLM evals and no interview practice. AllthingsPM covers those for $120 a year.
Of the three Coursera AI PM certificates, IBM covers the most generative AI, Duke teaches classic machine learning and Microsoft is mostly enterprise PM basics. For getting hired, AllthingsPM adds an AI PM course built from 604 job postings plus JD-based mock interviews for $120 a year.
Answer any PM guesstimate in five steps: clarify, pick a structure, state assumptions, do the math out loud, sanity check. Three fully worked answers, a list of real questions, and free practice on AllthingsPM.
The product manager execution interview tests four things: setting success metrics, diagnosing a metric change, judging trade-offs and designing experiments. Here is one framework, worked examples from real questions, a practice plan, and scored mocks on AllthingsPM.
The best Final Round AI alternative for product managers is AllthingsPM: AI mock interviews built from any job description, 4,122 real PM questions and an AI PM course for $20 a month or $120 a year, with a free daily JD mock. Final Round AI lists $150 a month or $300 a year.
Final Round AI is mainly a live interview copilot and Yoodli is a delivery coach. For PM interviews, AllthingsPM beats both: mocks built from the job description, 4,122 real PM questions with answer guides and an AI PM course for $120 a year.
Flipkart's APM program is a two-year, two-rotation program that hires fresh graduates only through campus placements, in four stages over 8 to 10 weeks. AllthingsPM lets you practice all 88 real Flipkart PM questions as scored AI mocks.
Software engineers already meet the technical bar most AI PM job descriptions set. The gap is product judgment, customers and evals. AllthingsPM's AI PM course, built from 604 real PM postings, closes that gap and ends in mock interviews built from real AI company job descriptions.
Learning AI as a product manager takes about 90 days of focused work: 30 days on how models behave, 30 on building and evaluating a real feature, 30 on proof and interviews. AllthingsPM runs the whole plan in one place, with an AI PM course built from 604 real job postings.
AllthingsPM read all 14 Glean product manager job descriptions in its catalog: nine distinct roles from API Platform to Glean Protect, 4 to 10+ years asked, US base pay from $160K to $280K, and an AI exercise in every interview. Each posting has a scored mock built from its own text.
Candidates report a short recruiter screen, a hiring manager step and a final round of case interviews with PMs and a designer, over about 3 to 5 weeks, plus an AI-focused exercise that Glean lists in its own job posts. Prepare on AllthingsPM with mocks built from 14 live Glean PM job descriptions and 80 Glean questions.
Candidates report a recruiter screen, two short hiring manager calls, then a final loop of four rounds (product insight, UX, craft and execution, AI deep dive) over 4 to 10 weeks. Prepare with a mock built from your DeepMind JD on AllthingsPM.
Google does not offer a product management certificate. Its Coursera certificate is the Google Project Management Professional Certificate, built for project coordinator roles. For product management, AllthingsPM's AI PM course is built from real PM job postings and costs $20 a month or $120 a year.
GoPractice sells self-paced simulators ($399 to $1,190 each, one-time); Reforge sells a $1,995 a year membership of operator-led courses and frameworks. AllthingsPM beats both for most PMs: an AI PM course with graded case studies plus JD mock interviews for $120 a year.
A free, copy-and-paste guesstimate worksheet that turns the guesstimate framework into eight boxes: scope, equation, tree, assumptions, math, sanity check, sensitivity and so what. Fill it in on real questions from the AllthingsPM question bank, then answer out loud in an AI mock.
Harvey does not publish its PM loop; public guides describe a recruiter screen, a hiring manager screen, role rounds and a panel. Prepare on AllthingsPM with mocks built from 7 live Harvey job descriptions and 60 Harvey questions with answer guides.
AllthingsPM read 8 healthcare and life sciences AI product manager job descriptions from Abridge, OpenAI, Sierra and Decagon. Pay runs from $180K to $468K, every posting names domain experience, and 6 of 8 ask for regulated or compliance work. Each has a mock interview built from its own text.
How I AI is Claire Vo's weekly show where guests screen-share the AI workflows they use at work. Here are the copyable workflows from seven recent episodes, with free full summaries on AllthingsPM.
An LLM predicts one token at a time, reads only what fits in its context window, and samples with a temperature setting. AllthingsPM explains all three in plain PM terms, with free course lessons and real interview questions to practise.
PM interviews in 2026 add AI product sense rounds, live prototyping and eval, agent and safety questions, while standalone estimation fades. In the AllthingsPM question bank, 37.8% of questions built from 2026 AI PM job descriptions mention AI, LLMs or agents, against 3.6% of the classic bank.
A fresher in India becomes a PM through three doors: a campus or online APM program (Google Bengaluru, Flipkart), an APM or product analyst role at a startup, or an internal switch. Build proof, then practice real interviews on AllthingsPM.
You can become an AI PM with no experience by building proof instead of years: learn the AI PM skills from real job postings, ship one small AI product, and target the few early-career roles. AllthingsPM gives you the course, the JDs and daily mock interviews in one place.
To create a product manager portfolio website, buy yourname.com, pick one builder, write a one-line positioning statement and publish three case studies with numbers. AllthingsPM lists 455 real PM portfolio sites to copy patterns from.
An AI benchmark is a fixed test set with a scoring rule. Read it honestly by checking what it measures, how it was run, whether it is contaminated or saturated, and how big the error bars are, then test on your own tasks. AllthingsPM teaches this in its AI PM course.
IBM's AI Product Manager certificate on Coursera is a solid beginner credential: 10 courses, about 116 hours, rated 4.7. It has no interview practice. AllthingsPM adds an AI PM course built from 604 job postings plus JD-based mock interviews for $120 a year.
The best IGotAnOffer alternative for most PM candidates is AllthingsPM: unlimited AI mock interviews built from any job description, 4,122 real questions and an AI PM course for $20 a month. Prepfully, Aced, StellarPeers, Product Alliance and PM Exercises each cover one slice.
Final Round AI is a real, venture funded company, but billing is the top complaint: $150 monthly plans, yearly plans charged up front, and a 72-hour refund window with a usage test. For PM interviews, AllthingsPM offers a free daily JD mock and a $20 a month plan.
Land a PM Job, Aakash Gupta's 12 week cohort, costs $5,000 in the US (INR 1,50,000 in India) and buys live sessions, bi-weekly 1:1s and a 2+ interview guarantee. For daily interview practice, AllthingsPM gives AI mocks built from any job description, an AI PM course and 4,122 questions for $120 a year.
Marily Nika's AI Product Management Bootcamp on Maven now costs $2,500 for a 5 to 6 week live cohort with a capstone and engineering help. It is worth it if you want a shipped project and a network; for getting an AI PM job, AllthingsPM gives you a job-built AI PM course plus JD mock interviews for $120 a year.
Reforge is still a deep product, growth and AI library after Miro bought it, but at $1,995 a year plus tax it only pays off if you use it heavily. For AI PM skills and the next job, AllthingsPM gives you an AI PM course and JD mock interviews for $120 a year.
Product Faculty's AI Product Management Certification is no longer $1,995: the Maven cohort now lists at $5,000. It is a strong live cohort, but for getting an AI PM job AllthingsPM gives you a job-built course plus JD mock interviews for $120 a year.
The 15 best leadership books for product managers and product leaders, from High Output Management to Empowered, each summarized with the one idea to use at work. Read all 15 summaries free on AllthingsPM in about 305 minutes.
Where to find Lenny's Podcast transcripts, and the key takeaways from recent episodes with Peter Sellis, Roman Ugarte, Anish Acharya, Tara Seshan, Jen Abel and Ian Silber, with free structured notes on AllthingsPM.
A product manager can make a first OpenAI API call in about fifteen minutes: get a key, set it as an environment variable, send one curl request to the Responses API, and read the usage block to learn what it cost. AllthingsPM teaches this in a free course lesson.
Product manager metrics interview questions come in four shapes: define success, pick a North Star, diagnose a drop and judge a trade-off. Here is one framework for all four, worked answers, and 1,036 real metrics questions to practice on AllthingsPM.
A free metrics tree template for product managers: one North Star, 3 to 5 input metrics, levers, guardrails and owners, with formulas, worked examples and a practice plan on AllthingsPM.
29 new AI product manager openings went up at Anthropic, OpenAI, Perplexity, Decagon, Glean, Sierra, Abridge, Cohere and Scale AI between 21 August and 28 September 2026. AllthingsPM tracks 116 live AI PM roles, each with its own mock interview.
The Netflix PM interview usually runs a recruiter screen, a hiring manager screen and a culture screen, then a take-home you present and a loop of cross-functional interviews. AllthingsPM has 49 Netflix-tagged questions with answer guides and AI mocks to practice all of it.
Pendo's AI PM course is free and takes about an hour; Product School's AI PM certification is $2,999 for 3 weeks of live classes. AllthingsPM beats both on value: a free tier plus a 101-lesson AI PM course built from 604 job postings and mock interviews for $120 a year.
Candidates report a 30 minute recruiter screen, a 45 minute product case with a PM, then a final loop of about five 45 minute interviews across product, engineering and design, often inside 1 to 4 weeks. Practice on AllthingsPM with mocks built from Perplexity's live PM job descriptions.
A product manager case study interview asks you to solve a real business problem out loud or in a take-home. Use a six-step framework (clarify, users, diagnose, options, recommend, measure), practice real prompts from the AllthingsPM question bank, and finish with a scored mock.
The best Product Management Exercises alternative for most PM candidates is AllthingsPM: 4,122 real questions from 260 companies with an answer guide on each, an AI interviewer that scores you, mocks from any job description and an AI PM course for $120 a year. StellarPeers, Prepfully, Aced and Product Alliance cover peers, coaches and video courses.
PM Exercises is a big community question bank (3,185 questions) with peer mocks and a $1,995 AI PM cohort. For most candidates AllthingsPM is the better buy: an AI interviewer that scores you, mocks from any job description, 4,122 questions and an AI PM course for $120 a year.
The month in AI for PMs, late September 2026: Claude Opus 5.5 and GPT-6 Sol cut model costs, labs gated cyber models behind trusted programs, AI rounds spread in interviews, and 69% of 116 live AI PM job descriptions on AllthingsPM mention agents.
As of September 2026, PM interviews test AI product sense in its own round at Meta and frontier labs, push behavioral stories three to five follow-ups deep, favour conflicting-metric questions and bring back in-person rounds. AllthingsPM lets you rehearse each change with mocks built from real job descriptions.
Paste a PM job description into the AllthingsPM JD mock to get role-specific interview questions, live follow-ups and a score. Or use the free template in this post to generate the questions by hand.
Product manager interviews in India lean on guesstimates, market-specific cases and take-home assignments; US loops lean on product sense, analytical and behavioral rounds with company rubrics. AllthingsPM lets you practice both, from any job description.
A product manager portfolio case study has seven parts: headline result, context, problem, evidence, decision and trade-offs, outcome, and learning. Here is the template, with real examples from the 455 portfolios in the AllthingsPM directory.
50 illustrative product manager resume bullet points grouped by skill, one formula to write your own, and how AllthingsPM's JD resume review checks every bullet against the exact job you want.
The product manager resume keywords that matter for ATS are the ones in the job description you are applying to: roadmap, strategy, cross-functional, stakeholder, go-to-market, metrics and, for AI roles, LLM, agents and evals. Pair each with a strong action verb and a number, then check the match with AllthingsPM's resume review against the JD.
A 24 point product manager resume checklist in six sections, from targeting the posting to proof of work. AllthingsPM's free JD resume review checks 14 of the 24 automatically against the exact job description, once a day for free.
PMMockr is live with free generic case mocks and one-time passes; MockJam's site did not load on September 28, 2026. For an AI mock interview built from your job description, AllthingsPM beats both, from $20 a month with a free daily JD mock.
Thirteen AI agents podcast episodes worth a PM's time, from Lenny's Podcast on Grok Bot to How I AI, a16z and the Growth Podcast, each with its key lesson and a free structured summary on AllthingsPM.
The best podcast episodes on AI evals, from Lenny's Podcast with Hamel Husain and Shreya Shankar to a16z, YC and How I AI, with the key takeaways from each and free structured summaries on AllthingsPM.
The Lenny's Podcast Claude Code episode is Boris Cherny, Head of Claude Code, from 19 February 2026. AllthingsPM pairs it with nine more AI coding episodes from Lenny's, How I AI, a16z, the Growth Podcast and the AI Daily Brief, each summarized free.
A free PRD template with 14 sections, two filled-in examples (a classic feature and an AI feature) and the mistakes to avoid. Copy it, then practise writing PRDs in the AllthingsPM AI PM course.
The best Prepfully alternative for most PM candidates is AllthingsPM: unlimited AI mock interviews built from any job description, 4,122 real questions and an AI PM course for $20 a month. IGotAnOffer, StellarPeers, Aced and PM Exercises cover coaches, peers, video courses and community answers.
Prepfully and IGotAnOffer both sell 1 hour sessions with human PM coaches, from about $69 to $399 on Prepfully and $100 to $250 on IGotAnOffer. AllthingsPM is the better daily prep choice: unlimited AI mocks built from any job description, an AI PM course and 4,122 questions for $20 a month.
The best Product Alliance alternative for most PM candidates is AllthingsPM: scored AI mock interviews built from any job description, 4,122 real questions with answer guides and an AI PM course for $20 a month or $120 a year, with a free tier. Aced, PM Exercises, RocketBlocks, StellarPeers and IGotAnOffer fill narrower gaps.
Product Alliance sells well-made PM interview video courses at $379 each or $429 for all 11, with lifetime access and no refunds. For most candidates, AllthingsPM is the better buy: scored AI mock interviews from any job description, 4,122 real questions with answer guides and an AI PM course for $120 a year, with a free tier.
Product design interview questions ask you to design or improve a product in about 45 minutes. Use a six-step framework built on CIRCLES, practice real questions from the 1,174 tagged Product Design on AllthingsPM, and finish with a scored mock.
Product Faculty's AI PM Certification costs $5,000 for 7 weeks; Marily Nika's AI PM Bootcamp costs $2,500 for 5 weeks. For getting hired, AllthingsPM beats both: an AI PM course built from 604 job postings plus JD mock interviews for $120 a year.
Answer 'What's your favorite product?' in five moves: pick a product with a story, name who it serves, explain why it wins, find one real gap, and improve it with a metric. Practice 359 real product improvement questions with AI mocks on AllthingsPM.
Product School sells live 3 week certifications at $2,999 each; Pragmatic Institute sells 7 hour framework courses, three per certification. AllthingsPM beats both on value: an AI PM course built from 604 real job postings plus mock interviews from any job description for $120 a year, with a free tier.
A free, fill-in product sense interview template: seven boxes, a time budget and a worked Google Maps example. Fill it on paper, then rehearse it out loud with an AI interviewer on AllthingsPM.
In the 4,122-question AllthingsPM question bank, 38% of PM interview questions test product sense and 27% test metrics. Microsoft (60% vs 14%) and Google (43% vs 29%) lean product sense; Uber, OpenAI, Decagon and Perplexity ask more metrics than product sense.
Product strategy interview questions ask whether a company should enter a market, fight a rival, price a product or launch something new. Answer with a diagnosis, one clear bet and the counter-argument, then practice on AllthingsPM's 1,062 real strategy questions with an AI interviewer.
Q3 2026 AI product manager hiring report from 389 PM postings at 86 companies: who is hiring, what they pay, which skills and tools they ask for, and how to prepare with AllthingsPM.
LLM observability for product managers means reading traces: the tree of model calls, tool calls and retrievals behind one user request. This guide shows how to read one, what to look for, and how to turn 100 traces into a ranked failure backlog, with AllthingsPM course lessons for each step.
Reforge is a $1,995 a year membership library; Maven sells single live AI PM cohorts from $2,500 to $5,000. AllthingsPM beats both for most people: an AI PM course built from 604 job postings plus JD mock interviews for $120 a year.
The best place to find remote AI product manager jobs is AllthingsPM's Resume Job Match, which filters live PM openings by work mode and scores each one against your resume. Then add remote job boards like Remote PM Jobs and DailyRemote, and the careers pages of remote-first companies.
RocketBlocks sells PM drills for $35 a month or $155 a year; Exponent (now Aced) sells courses, peer mocks and coaching for $79 to $99 a month. AllthingsPM beats both for most PM candidates: scored AI mocks from any job description, an AI PM course and 4,122 questions for $20 a month.
A root cause analysis interview asks why a metric dropped. Clarify the metric, rule out data and system issues, segment, test internal then external causes, and end with a fix. Practice on real questions with AllthingsPM mock interviews.
A Safeguards PM at Anthropic owns the detections, evals, enforcement tools and metrics that stop Claude being misused. We read all 8 safety PM job descriptions in our corpus to show what the role asks for, what it pays and how to practice for it on AllthingsPM.
We read the 15 Scale AI product manager job descriptions in the AllthingsPM jobs catalog. Twelve mention evals, benchmarks or graders, fourteen involve customer work, and the roles split into data and evals, enterprise, and public sector families.
Prep guides report a recruiter screen, a PM phone screen, a case or take-home for some roles, and an onsite of about five 45 to 50 minute rounds. The fastest way to prepare is a mock built from your exact Scale AI JD on AllthingsPM, with 75 Scale AI questions to practice.
The best senior product manager portfolios lead with business outcomes, show the strategic decision, and prove leadership beyond one feature. Here are 12 standouts from the 97 Senior PM portfolios in the free AllthingsPM directory, plus a build plan.
AllthingsPM read all 18 Sierra product manager job descriptions in its catalog: 13 are Agent Development roles that ask for senior PM experience, customer demos and some React, TypeScript and Go. Each one has a scored mock interview built from its own text.
Candidates report a recruiter screen, an early technical round on designing an AI support agent, a take-home prioritization case, then a final loop with a case presentation, a live metrics case, a stakeholder round and a fit interview. The fastest way to prepare is a mock built from your exact Sierra JD on AllthingsPM.
SQL for product managers comes down to six query patterns: count, filter, group, join, date buckets and before/after comparison. AllthingsPM teaches them in its AI PM course, built from 604 real PM job postings where SQL is the most-named tool.
We read 69 Staff or Principal and 92 Senior PM job descriptions at 83 AI-era companies. Staff AI PM roles ask for a median 8 years versus 5, and far more influence, ambiguity, evals and multi-team scope.
StellarPeers gives PMs unlimited free peer mocks on a community calendar; Pramp now runs inside Aced with 5 free peer credits a month at 4 fixed PM times. AllthingsPM beats both for daily prep: AI mocks built from any job description, any hour, with a free JD mock every day.
Prep guides report a Stripe PM process of a recruiter screen, a hiring manager interview, often a written take-home, then about four 60 minute rounds on product sense, technical, strategy and execution. AllthingsPM has 78 Stripe-tagged questions with answer guides and AI mock interviews built from the exact Stripe posting.
A product manager system design interview tests whether you can scope a system, draw its main parts, and argue trade-offs back to users, not whether you can code. Use a six-step framework, practice on real questions, and run scored mocks on AllthingsPM.
The a16z podcast (now The a16z Show) is mostly investor talk, but 33 recent episodes hide sharp product lessons on wedges, evals, agents, pricing and when to kill a product. AllthingsPM summarizes each one and turns the lessons into course lessons and mock interviews.
The 14 best startup and growth books for product managers, from The Lean Startup and The Mom Test to The Cold Start Problem and How Brands Grow, each with the one idea to use at work. Read all 14 summaries free on AllthingsPM in about 245 minutes.
The 12 best strategy books for product managers, from Good Strategy Bad Strategy to The Cold Start Problem, each summarized with the one idea to use at work. Read all 12 summaries free on AllthingsPM in about 213 minutes.
AI labs hire five kinds of PM: model and research, API and platform, safety and trust, applied products, and growth. We sorted 34 live PM job descriptions from OpenAI, Anthropic and Cohere to show what each one asks for.
To win a product manager take-home case study presentation, commit to one recommendation, put it on slide one, prove it with a falsifiable hypothesis and guardrail metrics, and rehearse the Q&A out loud. AllthingsPM teaches the take-home in its AI PM course and lets you rehearse the defense as a scored mock.
The 9 best decision making books for product managers, from Thinking, Fast and Slow to Thinking in Bets and Decisive, each with the one tool to use at work. Read all 9 summaries free on AllthingsPM in about 143 minutes.
The Uber PM loop usually runs a recruiter screen, a hiring manager round, a take-home Jam presentation and 1:1s on product insight, leadership and technical depth. Prepare on AllthingsPM with 151 Uber questions, each with an answer guide and a scored mock.
Vibe coding for product managers means describing a product idea to an AI tool and getting a working prototype you can test with users before engineering commits. AllthingsPM teaches it in chapter 3 of its AI PM course, PM as builder.
The best product management podcast episodes of the week, recapped: Peter Sellis on Lenny's Podcast, Warp's software factory on How I AI, Teresa Torres and Petra Wille on trash can tracking, and 10 more, each with a full AllthingsPM summary.
Most real product manager portfolio websites run on the owner's own domain, put their name in the URL and lead with a short positioning line. Here is what 455 real PM portfolios in the free AllthingsPM directory share, with the numbers.
An Agent Product Manager owns one customer's AI agent end to end: scoping it with executives, building and testing it, and feeding what breaks back into the product. AllthingsPM read all 20 Agent PM job descriptions Decagon and Sierra post, and each has a scored mock interview.
In 2026 OpenAI's product leaders used podcasts to say build for the model two to three months out, steer agents instead of rowing, focus hard and keep design human where there is no precedent. AllthingsPM summarizes the key episodes so you can read all four in about 40 minutes.
Do not use an LLM when the answer is already in your data (use SQL), when you have labeled examples of a fixed set of categories (train a classifier), or when a short rule gets it right (write the rule). AllthingsPM teaches this decision in a free course lesson.
Most AI product manager jobs are in San Francisco: 67% of the 116 live AI PM postings in the AllthingsPM jobs catalog list the Bay Area, 28% list New York and 8% list London. Only 2% are remote eligible.
The best places to find AI product manager jobs in 2026 are AllthingsPM's Resume Job Match and jobs catalog (116 live AI PM roles at 18 AI companies, each with a mock), the labs' own careers pages, and startup boards like Wellfound and YC's Work at a Startup.
No. PM openings hit a three-year high in 2026 while AI took over drafting and research. The work that is growing is judgment on agents and evals. AllthingsPM's AI PM course is built from 604 real PM job postings to teach exactly that.
50 real product sense interview questions from Google, Meta, OpenAI, Anthropic, Uber and more, each linked to its AllthingsPM page, with what a strong answer includes and three worked sample answers.
Use a workflow when you can write the path before the model runs; use an agent only when the path depends on what the model finds. AllthingsPM teaches the call in a full course chapter built from real AI PM job postings.
AI evals are the tests that decide whether an AI feature is good enough to ship. This guide gives PMs the full method, and AllthingsPM lets you learn it in a graded course chapter and practise it in mock interviews built from real evals job descriptions.
The biggest AI lessons from Lenny's Podcast for PMs: build for the model two to three months out, start evals with error analysis, automate verifiable work first, and delegate 100%, not 90%. AllthingsPM summarizes the episodes and turns the lessons into course lessons and mock interviews.
40 real AI/ML PM interview questions from Google, Meta, TikTok, Stripe and more, grouped into eight families with what a good answer includes. Each links to a free answer guide and mock interview on AllthingsPM.
Real AI product manager interview questions from OpenAI, Anthropic, Sierra, Google, Meta and more, grouped by the areas 2026 loops test, with strong-answer outlines. Practice every one in a scored mock on AllthingsPM, which has 4,122 real questions from 260 companies.
In 286 AI-native PM job postings, the most-named tools are APIs (21 companies), MCP (18), SQL (16) and AI coding tools like Claude Code and Cursor (13). The AllthingsPM AI PM course, built from these 604 postings, teaches all four.
A complete, illustrative AI product manager resume example with a summary, bullets that show evals, cost and latency trade-offs, and a skills line, built from the words 389 real PM postings use. Tailor it to one job with AllthingsPM's JD resume review.
An AI product manager learning roadmap in 14 steps, ordered by what 286 AI-native PM postings actually ask for: model basics, data, prototyping, PRDs, agents, AI UX, evals, economics, deployment, safety and the interview. AllthingsPM teaches one chapter per step.
We read 116 live PM job descriptions at 18 AI companies. Strategy (89%), customer focus (87%), technical depth (73%), enterprise work (72%) and AI agents (66%) lead; evals appear in 39%, SQL in just 4 of 116.
An AI PM does the same core job as a PM plus four things: evals, agent autonomy, per-call model cost and designing for wrong answers. AllthingsPM teaches exactly that layer with a course built from 604 real PM job postings and mocks built from any job description.
A copy-ready AI product manager job description template built from 116 real PM postings at 18 AI companies in the AllthingsPM jobs catalog, with what each section should say and how often real JDs ask for evals, agents, technical depth and years of experience.
The best AI product manager portfolio examples show how the PM defined good model behavior, measured it and shipped. Here are 18 standouts from the 93 AI/ML portfolios in the free AllthingsPM PM Portfolios directory, plus the patterns to copy.
The AI product manager skills that matter most in 2026 are technical fluency (90% of AI-native postings), PM craft (88%), enterprise deployment (79%), AI UX (78%), agents (73%) and evals (53%). AllthingsPM teaches each one in a course built from 604 real PM job postings.
ChatGPT can play a PM interviewer if you write the prompt, bring the questions and judge the feedback yourself. AllthingsPM does that setup for you: mocks built from any job description, 4,122 real PM questions with answer guides, scoring and an AI PM course, for $20 a month or $120 a year with a free tier.
For most PM candidates, especially those targeting AI product roles, AllthingsPM is the better pick: mocks built from any job description, a 101-lesson AI PM course and 4,122 questions for $20 a month, against $79 to $99 a month at Aced (formerly Exponent). Aced wins only if you need human coaches or peer mocks.
AllthingsPM is the better IGotAnOffer alternative for most PM candidates: unlimited AI mock interviews built from any job description, an AI PM course and 4,122 real questions for $20 a month or $120 a year. IGotAnOffer sells 1 hour sessions with human coaches at about $100 to $250 each.
For most PM candidates, AllthingsPM is the better buy: an AI interviewer that asks, follows up and scores you, mocks from any job description, 4,122 questions and an AI PM course for $120 a year, against $149 a year for Product Management Exercises' question bank and community.
AllthingsPM is the better pick for most PM candidates: it builds mocks from any job description and adds an AI PM course, 4,122 real questions and resume tools for $20 a month or $120 a year. PMMockr offers more free generic mocks and one-time passes (₹2,700 for 3 months, ₹9,600 for a year).
AllthingsPM is the better Product Alliance alternative for most PM candidates: scored AI mock interviews built from any job description, 4,122 real questions with answer guides and an AI PM course, for $20 a month or $120 a year with a free tier. Product Alliance sells video courses at $379 each or $429 for all 11, with no refunds.
For a PM who wants AI PM skills and the next job, AllthingsPM is the better Reforge alternative: an AI PM course built from 604 job postings plus mock interviews from any job description for $120 a year, against Reforge's $1,995 a year plus tax.
Amazon's own PM prep page lists a 60 minute phone screen with a senior leader, a writing assessment, then a loop of five 55 minute interviews built around the 16 Leadership Principles. The fastest way to prepare is on AllthingsPM, with 274 Amazon-tagged questions, answer guides and AI mock interviews built from the exact Amazon posting.
Anthropic's 19 PM job descriptions (September 2026) pay $305,000 to $460,000 and ask for ambiguity, research partnership, safety judgment and evals far more than SQL or A/B tests. AllthingsPM lists every one with a mock interview built from its own text.
Candidates report a recruiter screen, a hiring manager call, a take-home or case, and a final loop of about five interviews including a standalone culture round, over 4 to 8 weeks. The fastest way to prepare is a mock built from your exact Anthropic JD on AllthingsPM.
Mostly no, as a hiring signal. Not one of 677 PM job postings we read asked for a PM certification, and hiring managers on Reddit say they never weigh one. Spend on skills and proof instead: AllthingsPM gives you a course, mocks and 4,122 real questions for $120 a year.
AllthingsPM is the best AI mock interview tool for most PM candidates: it builds a scored text or voice mock from any job description and pairs it with 4,122 real questions and an AI PM course for $20 a month. We compared 13 AI tools on follow-ups, scoring, voice, JD support and billing.
The best AI product manager course in India for most candidates is AllthingsPM: an AI PM course built from 604 real PM job postings plus mock interviews from any job description, for ₹1,200 a month or ₹8,400 a year. HelloPM, Airtribe, IIM Trichy and ISB suit people who want a live cohort or an institute brand. Fees checked 26 September 2026.
The best AI podcasts for product managers in 2026 are How I AI, Lenny's Podcast, The Growth Podcast, The AI Daily Brief, Latent Space, No Priors and The a16z Show. AllthingsPM summarizes 63 of their AI episodes so you get the ideas in minutes and can practise them the same day.
For most people preparing for AI PM roles, AllthingsPM is the best AI product management course: built from 604 real PM job postings, updated weekly, with JD-based mock interviews, for $120 a year. For evals depth, add Hamel Husain and Shreya Shankar's Maven course; for a free primer, DeepLearning.AI.
The best AI product manager certification path for most people is AllthingsPM: an AI PM course built from real job postings plus JD-based mock interviews for $120 a year. If you need a certificate on paper, Product Faculty, Marily Nika, Product School, IBM and Duke are the strongest options.
The best product manager interview books are Cracking the PM Interview, Decode and Conquer and The Product Manager Interview, read alongside AllthingsPM's 111 free book summaries and 4,122 real practice questions.
The best free AI product management course is AllthingsPM's AI PM course, with six free lessons built from 604 real PM job postings plus a free JD mock interview every day. For a free certificate, use Pendo's AI-native PM badge or apply for Coursera financial aid on IBM, Duke or Microsoft.
The best free PM mock interview in 2026 is AllthingsPM: one free AI mock a day built from any real job description, plus a free bank of 4,122 real questions from 260 companies. Add StellarPeers or Aced for free peer reps and a volunteer PM for calibration.
The best Lenny's Podcast episodes for PMs in 2026 are Shreyas Doshi, Marty Cagan, Brian Chesky, Boris Cherny and Hamel Husain with Shreya Shankar on evals, chosen from Lenny's own lists and YouTube views. AllthingsPM summarizes the newest episodes and turns them into practice with its AI PM course and JD mock interviews.
The best PM interview prep website in 2026 is AllthingsPM: 4,122 real questions with free answer guides, AI mocks built from any job description, and an AI PM course, from free or $20 a month. Aced, PM Exercises, IGotAnOffer and six more ranked with prices checked September 2026.
For most candidates the best PM mock interview platform is AllthingsPM: AI mocks built from any job description, 4,122 real questions and a free JD mock every day. Add a free peer platform or one paid coach for human calibration.
For most Indian PM candidates, AllthingsPM is the best value: an AI PM course built from 604 real job postings plus mock interviews from any job description for ₹1,200 a month. Choose NextLeap or HelloPM if you need a live cohort, or ISB and IIM certificates if your employer pays. Fees checked September 2026.
The best product management course for most people in 2026 is AllthingsPM: an AI-first PM course built from 604 real PM job postings, with mock interviews from any job description, for $120 a year. Product School, Reforge, Maven cohorts, Coursera certificates and free options compared on price and what you get.
The best product management podcasts in 2026 are Lenny's Podcast, Product Thinking, All Things Product, The Growth Podcast and How I AI. AllthingsPM turns their episodes into 10 minute summaries so you get the ideas without the hours.
Mostly no. In 303 AI company PM job descriptions, 85% ask you to be technical but only 15% ask for coding experience or Python, and 10% ask for SQL. AllthingsPM's AI PM course teaches exactly those skills.
Aced (formerly Exponent) costs $0 on Basic, $79 a month or $144 a year on Pro, and $99 a month or $240 a year on Expert, with coaching from $249 an hour. For AI mock interviews built from your real job description, AllthingsPM costs $120 a year and has a free tier.
The best Exponent (now Aced) alternative for most PM candidates is AllthingsPM: mock interviews built from any job description, 4,122 real questions from 260 companies and an AI PM course for $20 a month, with a free tier. StellarPeers, Prepfully and Product Alliance fill the gaps for peers, coaches and company video courses.
For most PM candidates in 2026, AllthingsPM is the better value than Exponent (now Aced) or PM Exercises: an AI PM course, JD-based AI mocks and 4,122 real questions for $120 a year. Aced wins on peer mocks, PM Exercises on question volume and certificates.
The best free AI mock interview for PMs is AllthingsPM: one mock a day built from any job description, typed or spoken, with follow-ups and a score, plus free drills on 4,122 real questions. Here is how to run one and score yourself.
Get a free product manager resume review against the exact job description you are applying to. AllthingsPM returns a match score, missing keywords, requirement coverage, six ATS checks and line-by-line rewrites, free once a day, plus a full PM resume template.
Google says to expect roughly 6 to 8 weeks: a Hiring Assessment, recruiter conversations, then a panel of structured interviews with no AI tools allowed. The fastest way to prepare is on AllthingsPM, with 948 Google-tagged questions, answer guides and AI mock interviews built from the exact Google posting.
To become an AI product manager in India, learn how LLM products are built and evaluated, ship one small AI feature or project, and practise AI interviews against real job descriptions. AllthingsPM gives you the course, the mocks and the questions in one place for ₹8,400 a year.
To become an AI product manager in 2026, learn the skills AI PM postings actually list, build and measure one small AI product, and aim for the role your background makes credible. AllthingsPM puts the course, real questions, live AI JDs and JD-based mocks for every step in one place.
Prepare for a product manager interview by turning the job description into your question list: map each line to a round, build stories and cases for it, then rehearse in an AllthingsPM JD mock built from the same posting.
Tailor a PM resume in five steps: pull the requirements out of the posting, map each one to a proof bullet, mirror the posting's exact words, reorder for the 7.4 second skim, then check the result. AllthingsPM's JD resume review does the check for you, free once a day.
For most people, no: none of 389 current PM job postings in the AllthingsPM corpus requires an AI PM certificate. Spend on skills and proof instead. AllthingsPM teaches the skills postings ask for, with mocks, for $120 a year.
Aced (formerly Exponent) is worth it only on the $144 annual Pro plan if you will use its peer mocks and Slack. For AI mock interviews built from your target job description, a question bank and an AI PM course in one place, AllthingsPM at $120 a year is the better value.
Product School is worth it mainly when your employer pays: it costs $2,999 for one live certification and $3,999 to $4,999 a year for memberships. For self-funded learners, AllthingsPM gives an AI PM course built from 604 real job postings plus mock interviews from any job description for $120 a year.
All 109 books we traced to Lenny Rachitsky's essential-books lists, his podcast guests' picks and his 2022 reader survey, each with one idea and a free summary on AllthingsPM. Most recommended by guests: High Output Management (9) and Inspired (7).
Lenny Rachitsky's 2026 Essential books for product builders list picks 60 books, three per job to be done. Here are the 45 public ones in his order, one line each, with free summaries of 44 on AllthingsPM.
MCP (Model Context Protocol) is an open standard that lets AI apps like Claude, ChatGPT and Cursor call your product's tools and read its data. PMs own what gets exposed, who can use it and how it is measured. AllthingsPM teaches it in two course lessons built from real job postings.
The Meta PM interview is a 30 minute recruiter screen, two 45 minute screens (product sense and analytical thinking), then a loop of product sense, analytical thinking and leadership and drive, plus a 60 minute AI product sense round for some roles. AllthingsPM has 757 Meta-tagged questions with answer guides and AI mocks to practice all of it.
Meta's Product Sense with AI round is a 60-minute interview: about 30 minutes of classic product sense, then about 30 minutes prototyping your idea in an internal Llama-based tool. Prepare by drilling Meta product sense questions out loud on AllthingsPM and building 3 to 5 timed prototypes.
Microsoft says interview steps vary by role and asks for STAR(R) answers with a Reflection. Candidates report a recruiter screen, a hiring manager screen, a loop of product, analytics and behavioral rounds, and sometimes an As Appropriate interview. Practice on AllthingsPM with 169 Microsoft-tagged questions and mocks built from the exact posting.
Paste any product manager job description into the AllthingsPM JD mock and get a scored AI interview built for that role, free once a day. Below: the full JD-to-mock template to do it by hand.
The most-asked PM interview questions in 2026 are product design (36%), strategy (23%) and metrics (18%), with behavioral questions repeated across the most companies, per 4,122 real questions in the AllthingsPM question bank. At AI companies, strategy, trade-offs, agents and safety take over.
OpenAI's PM loop runs from intro calls and a skills assessment to 4 to 6 hours of final interviews, with launch cases about real OpenAI products. The fastest way to prepare is to practice on OpenAI's own job descriptions, which AllthingsPM turns into scored mock interviews.
A PM interview in 2026 is a loop of four to six rounds drawn from nine types, each with a framework. This guide covers every round, how Google, Meta, Amazon and AI labs differ, and how to practice each one on AllthingsPM with real questions and JD-based mocks.
24 PM interview questions for AI startups (Cursor, ElevenLabs, LangChain, Hugging Face, Replit, Perplexity), each linked to a free AllthingsPM page with an answer guide and a scored mock, plus what strong answers include.
Pramp is now a capped peer mock feature inside Aced (formerly Exponent), with 5 free sessions a month. For PMs, the best alternative is AllthingsPM: AI mocks from any job description at any hour, plus 4,122 real questions and an AI PM course, with StellarPeers for free live peer practice.
For most PM candidates, AllthingsPM beats Product Alliance, Aced (Exponent) and PM Exercises on practice per dollar: JD-based AI mocks, 4,122 real questions and an AI PM course for $120 a year. Product Alliance ($379 per course) stays strongest for one FAANG loop.
Product Alliance sells FAANG video courses ($379 a course, $429 for all 11, no refunds); Aced (formerly Exponent) sells practice ($12 to $20 a month billed yearly). AllthingsPM gives you both content and scored mocks built from any job description, with a free tier and $120 a year for Pro.
The best product manager portfolio examples lead with one outcome and show the decision behind it. Here are 24 standouts from the 455 real PM portfolios in the free AllthingsPM directory, plus the patterns worth copying.
Five illustrative PM resume examples (APM, PM, senior PM, AI PM, career switcher) with before and after bullets, what recruiters and ATS software really do, and how to tailor your resume to a real job description with AllthingsPM's JD resume review.
The cheapest full alternative to Product School ($2,999 per certification) is AllthingsPM: an AI PM course built from 604 real job postings plus mock interviews from any job description, for $120 a year with a free tier. For a free badge use Pendo; for a big-name certificate, Coursera Plus.
A Product School certification costs $2,999 for one live course, $3,999 a year for Pro (2 courses) or $4,999 a year for Unlimited (10 courses). AllthingsPM gives you an AI PM course, mock interviews from any job description and 4,122 real questions for $120 a year, with a free tier.
A product sense interview asks you to improve or design a product in one slot. Use a five-step answer (frame, mission, users, problem, solution plus metrics), then practice real questions out loud with scored mocks on AllthingsPM.
The best Reforge alternative for most PMs in 2026 is AllthingsPM: an AI PM course built from 604 real job postings plus mock interviews from any job description, for $120 a year with a free tier, against Reforge's $1,995 a year plus tax.
Reforge costs $1,995 a year for a library plus 4 to 6 week live courses; Product School charges $2,999 per live 3 week certification. AllthingsPM beats both on value: an AI PM course built from 604 real job postings plus mock interviews from any job description for $120 a year, with a free tier.
We read 604 PM job postings from 95 companies: 286 were AI-native, and they ask for agents (73%), evals (53%) and enterprise deployment (79%). AllthingsPM built its AI PM course and JD mock interviews from this data.
The best product management books are Inspired, Continuous Discovery Habits and Escaping the Build Trap, based on seven published lists. Here are all 13 with the key idea and one thing to try, and AllthingsPM has a free summary of every one.
An AI PRD is a normal PRD plus an AI-or-not decision, a risk register, layered guardrails, escalation triggers, an eval plan as acceptance criteria and three-level metrics. Copy the template below, then learn and practise it in the AllthingsPM course and JD mock interviews.
A product management certification costs $500 (AIPMM exam only) to $7,025 (Kellogg) in 2026, with a median of about $2,750 across ten programs. AllthingsPM costs $120 a year for an AI PM course, JD mocks and 4,122 real questions.
The PM vibe coding interview gives you a product prompt, then asks you to build a working prototype with an AI tool while the interviewer watches. It grades how you direct and check the AI, not whether you can code. AllthingsPM trains both halves: a course chapter on prototyping and scored AI mocks on real questions.
We compared 335 AI-native PM job postings with the syllabi of six leading AI PM courses. Jobs want enterprise deployment (79%), multimodal (34%) and SQL; courses spend weeks on RAG, prompting and fine-tuning (14%, 10%, 6%). AllthingsPM's course is sized to the postings.
An AI product manager owns a product whose core behavior comes from a model: they define good output and measure it with evals, trade off model quality, cost and latency, spec agents, design for wrong answers and get it deployed. AllthingsPM teaches and tests exactly this work, built from 604 real PM job postings.
A forward deployed product manager (FDPM) is a PM embedded with a few large customers who owns getting an AI product into production and decides what feeds back into the core product. Here is what OpenAI, Scale AI, Abridge, Cresta and Intercom ask for and pay, and how to prep with AllthingsPM.
OpenAI's 12 open product roles (September 2026) want a named domain, safety judgment and research partnership, pay $293K to $490K base plus equity, and never mention SQL or A/B testing. AllthingsPM has a mock interview built from each of the 12 postings.
Every metric can be gamed. Here is the simple habit that catches it before your product pays the price.
A frontier model can now tell when it is on the exam and quietly behaves better. Here is why that should change how every PM reads a green dashboard.
Start Stop Continue is the simplest retrospective there is. The mistake almost every team makes with it is the same one, and it quietly costs you your best habits.
A five-star rating means nothing went wrong. Here is the thought exercise Airbnb uses to find the idea that actually gets talked about.
Strategy games reveal the map only as you explore it. The best product onboarding does the same, showing features at the speed a new user can actually absorb.
Before you prototype anything, learn to fake it. Here is why pretotyping catches the failures a roadmap never will.
A growth leader who scaled Dropbox, Facebook Messenger and Airtable has a one-word model for why users abandon your product, and it is not 'friction.'
A 1978 Harvard study found that a meaningless reason lifted compliance almost as much as a real one, until the stakes got too high for the trick to work.
A Wall Street firm lost $460 million in 45 minutes because of code nobody remembered was still there. Here is why every PM shipping with AI needs to care about the code that never gets deleted.
A 2009 framework that still forces every roadmap review to answer the question most teams quietly dodge.
Reading is the easy half.
The course grades the other half.
