TaskRabbit · Strategy · Senior · 45 to 60 minutes

Should TaskRabbit Keep Bidding for Matching?

TaskRabbit is a marketplace where people hire local taskers for help with everyday jobs and errands. Answer this product management case and get it graded line by line against a weighted rubric.

marketplace strategy
tradeoff analysis
experiment design
trust and quality
executive communication

The situation

The GM of Marketplace asks you, a senior PM, to recommend how TaskRabbit should evolve its core matching model. Today, customers post tasks and interested taskers bid or respond, which gives users choice and price discovery. But leadership is hearing repeated concerns that the process can be slow, uneven in quality, and confusing for first time customers. On the supply side, taskers spend meaningful effort chasing jobs they may not win, and strong taskers are not always building durable repeat relationships with customers. Reviews and ratings help, but they do not seem to solve every trust or quality problem. As the company plans its next phase of growth, leaders worry the current model may be limiting both conversion and long term marketplace health. At the same time, changing matching is risky because it could reduce user control, disrupt liquidity, or hurt the experience for loyal taskers. You need to propose a strategy for the core marketplace, not just a feature tweak.

What to produce

Write a 1 to 2 page strategy memo.

Your answer must

Define the core problem in terms of customer experience, tasker incentives, and company growth.
Lay out 2 to 3 strategic options for the matching model, including keeping the current bidding model with improvements, and compare their tradeoffs.
Recommend one path for the next 12 months and explain why it is best for quality, liquidity, and growth.
Explain how reviews and ratings should and should not be used, and what else is needed to build trust and repeat relationships.
Propose a rollout or experiment plan with success metrics, guardrails, and the biggest risks to watch.

Constraints

Assume you can use existing teams and data, but not add a new business line this year.
Do not rely on a major acquisition, partnership, or large paid growth budget.
Your plan must work for the core marketplace across multiple task categories, not only a narrow use case.

Format

Use sections: diagnosis, options, recommendation, rollout, metrics, risks.

How TaskRabbit actually played it

Reviews TaskRabbit's bidding and auction-style model, how it changed, and where growth opportunities were missed. Helpful for understanding marketplace design choices for matching and quality.

Matching model choices shape quality and growth
Review and rating systems cannot replace relationships

Built from TaskRabbit's Pioneering Marketplace Model and Missed Growth Opportunities by Reforge.