Metrics question
What metrics matter most for ElevenLabs' shift from TTS to a full audio platform?
- ElevenLabs
- Metrics
- Medium
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What this question tests
Tests metrics strategy for a company expanding its category from a single feature to a broader platform.
How to approach it
- Identify what changes with the platform shift: revenue and usage should increasingly come from products beyond core text to speech, like voice agents and music.
- Build a platform breadth metric: revenue or active usage share by product line, tracked over time to show whether the shift is actually happening.
- Add a cross sell metric: percent of existing TTS customers who adopt a second product, since platform success depends on expanding within the existing base, not just new logos.
- Track a retention metric per product line, since a broader platform must prove each new line has real staying power, not just novelty usage.
- Add a positioning guardrail: brand awareness or share of voice as an audio platform versus purely a TTS tool, tracked through customer or market perception.
- Confirm with the interviewer whether the priority is proving platform breadth to the market or to internal stakeholders deciding where to invest next.
What a strong answer includes
- Uses cross sell rate from the existing TTS base as the core signal, correctly identifying that platform expansion success is proven by existing customers adopting more, not just new signups.
- Tracks revenue mix by product line over time, showing the shift quantitatively rather than through anecdote or launch announcements.
- Adds retention per product line, since new lines like music or agents need to prove durability, not just an initial adoption spike.
- Includes a market perception metric, recognizing platform positioning is partly about how customers and the market categorize the company, not only internal usage numbers.
Common mistakes
- Tracking only new product launches or feature counts instead of actual usage and revenue shift across the base.
- Ignoring retention on new product lines, celebrating adoption spikes that do not last.
- No cross sell metric, missing whether the platform strategy is actually working within the existing customer base.
Likely follow-up questions
- How would you know if a new product line was cannibalizing TTS usage rather than adding to it?
- What would make you conclude the platform strategy was not working?
- How would you prioritize investment across product lines using these metrics?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 14: Get the job: the AI PM interview loop