Research
A Founder-Friendly Competitor Research Workflow
Competitor research should inform positioning, not create fear. This guide helps founders get to a clearer view of market gaps.
AI tools are most useful when they are attached to a specific job. For founders, the goal is not to add another shiny tool to the stack. The goal is to create a repeatable workflow that produces a better decision, draft, prototype, analysis, or handoff.
Competitor research should inform positioning, not create fear.
In practice, that means using Perplexity as part of a bounded process. Give the tool enough context to be useful, keep the output connected to real work, and make the human review step explicit.
The Workflow
Use this as a simple starting point. The exact details can change, but the sequence keeps the work focused.
List direct alternatives
Compare jobs served
Read customer complaints
Summarize positioning angles
What Good Looks Like
The output should make the next step easier. If the workflow ends with more ambiguity, more tabs, or a longer list of unresolved ideas, it is not doing its job.
A strong result gives you a clearer view of market gaps. It should also leave a trail: what information went in, what assumptions were made, and what still needs human judgment.
Common Mistakes
Tracking every competitor forever
Ignoring switching costs
Bottom line
Keep the human edit in the loop.
Start small, make the workflow observable, and keep responsibility with the person doing the work. AI should reduce friction, but it should not remove taste, judgment, or accountability.
Next reads
Keep reading
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