Competitor analysis for product managers: from research to decisions
Competitor analysis helps a product team understand the alternatives users already have. Start with a decision you need to make, then compare how those alternatives handle the same user problem.
Choose the decision before choosing the competitors
Write down what the research should change: your initial audience, MVP scope, onboarding, pricing or a launch message. A question such as "Should setup require an integration before the first useful result?" gives the team something concrete to investigate.
Keep the comparison to the user group and task behind that question. A feature inventory across unrelated audiences will not tell you what your own users need.
Include the alternatives users actually use
Direct competitors are only part of the picture. For a planning app, the alternative might be a spreadsheet, a shared chat or doing nothing until a deadline. Ask users how they handled the task last time and why they chose that approach.
Build the shortlist from those accounts, then add products found through search or relevant recommendations. Record the audience each alternative serves so a feature designed for an enterprise buyer does not become an assumed requirement for a solo user.
Walk through the same task in each product
Use the same starting situation and intended result for every comparison. Follow the journey from the promise on the landing page through signup, setup, the first useful result and the next reason to return. Where access requires payment or an unavailable account, mark that part as unobserved.
For a hypothetical project-planning app, the task might be creating a plan and sharing it with a colleague. Compare the work required before sharing, what the colleague can do, and when payment becomes necessary. A pricing-page feature list alone cannot answer those questions.
Separate what you saw from what you inferred
Keep a dated source beside each observation: a screen, a pricing page, a help article or a user account of their experience. State the conditions you tested, including device, plan and account state.
An ad library can show the promise a competitor promotes. It cannot establish that the product retains users or earns a profit. Ad longevity, installed tracking tags and traffic estimates are not substitutes for the competitor's retention and revenue data.
Look for friction that matters to your audience
A missing feature is an opportunity only if its absence prevents a relevant user from getting something done. Compare your observations with support conversations, research sessions and product data before moving an item into the backlog.
For example, an extra setup step may be necessary for a complex team workflow but excessive for a first-time individual user. The question is whether simplifying it helps your audience reach a useful result, not whether a competitor has fewer screens.
Turn the finding into a test
Write the proposed change, the user group it should help and the behavior you expect to change. Choose the smallest test that can answer that question: a prototype session for a confusing workflow, or a controlled product experiment when you have enough eligible users.
Decide in advance what result would justify more work and what must not worsen. A shorter signup can increase registrations while leaving fewer people able to complete the core task, so follow the journey beyond the step you changed.
| Source | Useful evidence | Still unknown |
|---|---|---|
| Product walkthrough | Steps and restrictions in the tested account | How often users succeed across the whole product |
| Pricing and help pages | Published terms and described behavior | Whether every account has the same rollout |
| User research | What participants did and why | How common the pattern is in the entire market |
| Ad libraries | Advertised promises and visible creatives | Profit, retention and the full acquisition budget |
FAQ
Is competitor analysis the same as user research?
No. A competitor walkthrough shows how another product handles a task. Research with your users helps establish whether that task and approach matter to them.
Should I copy a competitor's successful feature?
Its presence does not prove success. Establish the user problem and test your proposed solution before committing to a full implementation.
How often should I revisit the analysis?
Revisit it when you face a relevant product decision or notice a meaningful change. Record the observation date so the team knows which conditions may have changed.
Sources
Discuss your product's next step
I help define product priorities, plan launches and investigate where users drop out.
