One prompt.
A validated brief.
Automated market, competitor, and user research from a single prompt. Start with TAM, a competitor map, real personas, and clear positioning, not a blank page.
The blank-page problem
Most products are built on a hunch
Real market research takes weeks: reading reports, trawling competitor sites, running interviews, and stitching it all into something usable. So most teams skip it, open a blank doc, and start building on a hunch.
Then the hard questions land later, once code exists and pivoting is expensive: Is the market big enough? Who actually pays? Why would anyone switch? The Research agent answers them up front, in minutes, so you build with conviction instead of hope.
What the Research agent does
Four research jobs, run in parallel
One prompt kicks off the entire investigation. The agent works across the market, the competition, and the customer at once, then reconciles the findings into a single coherent brief.
Size the market
Estimates TAM, SAM, and SOM with the reasoning shown, so you can pressure-test the numbers instead of trusting a single figure.
Map the competitors
Pulls together direct and adjacent players, their positioning, pricing, and the gaps they leave open for you to own.
Model the users
Builds grounded personas, jobs-to-be-done, pains, and buying triggers, from real signals, not invented archetypes.
Sharpen the positioning
Recommends a wedge and a one-line positioning statement that separates you from everything already on the market.
From one prompt to a research brief
Describe the idea
Type one prompt about the product you want to build and the audience you have in mind. No research plan or template required.
The agent investigates
The Research agent scans the market, competitors, pricing, and user signals, cross-referencing sources to separate noise from signal.
You get a validated brief
It synthesizes everything into a structured, editable brief, market size, competitor map, personas, and a recommended angle.
What lands in your validated brief
Market sizing
TAM / SAM / SOM with assumptions you can adjust and a read on whether the opportunity is big enough to justify building.
Competitor landscape
A ranked map of who you're up against, how they position, what they charge, and where the whitespace is.
Target personas
The two or three people who actually buy, their goals, objections, and the moment they go looking for a solution.
Positioning and wedge
A defensible entry point and a positioning statement that becomes the spine of your PRD and your landing page.
Step one of the pipeline
Research is where the context begins
The brief is not a document you file away. It becomes the shared context the rest of ProductOS builds on, so your PRD, design, and code all trace back to validated research.
Frequently asked questions
What is an AI market research tool?
An AI market research tool automates the manual work of investigating a market, sizing the opportunity, mapping competitors, and profiling users, then synthesizes it into a decision-ready brief. ProductOS Research does this from one prompt, so you start with evidence instead of guesswork.
How accurate is the market sizing?
Research shows its assumptions for TAM, SAM, and SOM rather than returning one black-box number. You can adjust the inputs and run it again, making the sizing a defensible starting point rather than a figure you have to accept on faith.
Does the research feed into the rest of ProductOS?
Yes. The validated brief becomes shared context for later stages. The PRD agent writes scope and user stories against the personas and positioning, while the Design and Code products inherit the same evidence.
Can I edit or override the findings?
Yes. Every section of the brief is editable. Research gives you a sourced first draft, while you stay in control of the assumptions, personas, and positioning that drive the work downstream.
Validate your idea before you write a line of code
Run automated market, competitor, and user research in minutes. Start your next product on a validated brief instead of a blank page.