DATAPLAY FOR FOUNDERS

Validate the market before you commit a quarter.

Recurring customer problems sit across search data, public discussions, reviews, and AI answers. DataPlay organizes that evidence before you choose what to pursue. Use the findings to sharpen customer interviews and market validation.

Start free. No internal integrations required.

THE WORKFLOW

From a broad market idea to specific customer problems worth investigating.

WEEKS OF GUESSING

The way it's done now

Week 1Talk to 5 people in your network. Skewed sample, friendly bias.
Week 2Skim the obvious sources by hand. Reddit, HN, G2. Tab clutter.
Week 3Try to triangulate. The loud thread isn't the same as the most painful one.
Week 4Write a memo. Anchor on the friend who got excited.
Month 2Build for a quarter on a hunch you didn't pressure-test.

SOURCE-CITED EVIDENCE

The way it's done with DataPlay

1Describe the idea, market, or competitor you want to explore.
2Discover recurring customer problems and open the evidence behind each one.
3Compare demand, intensity, momentum, affected personas, and workarounds.
4Save the strongest problems as research areas you can revisit.
5Use the evidence to improve interviews and choose what deserves further validation.

Estimates. Talking to actual humans is still the move. DataPlay does the part that's mechanical, so the calls you do make are sharper.

WHAT REAL USERS ARE ASKING FOR

The loudest pain isn't always the most painful one.

Five illustrative customer pains, ranked by intensity, reach, and trend over the last 90 days. The order surprises most founders.

#Research areaTypeIntensityReachTrend 90d

01Export limits hit before customers can hand off to opsWORKAROUND

~28K+34%

02Confusion between two paid tiers in the pricing pageCONFUSION

~14K+12%

03Onboarding wizard drops users at the integration stepGAP

~9K+8%

04Bulk-import path missing for teams above 50 seatsGAP

~4K+22%

05Users churning to a free open-source alternative for costSWITCHING

~3K−4%

Illustrative. Customer pain shapes drawn from realistic patterns observed across DataPlay product evidence; not customer data.

COVERAGE

Built for breadth. Designed to be defensible.

Markets you can spin up

Any addressable one

SaaS, devtools, fintech, infra, marketplaces, agentic AI

Sources we fetch in full

Multiple public source types

Reddit · HN · SO · GH · G2 · reviews · forums · changelogs · docs · Substack · YouTube · podcasts

Research starts from

Market · idea · competitor

discover recurring customer problems from the context you provide

AI-answer visibility

Recommendation coverage

see which products appear when buyers ask AI assistants about the problem

Evidence model

Source-cited

open the supporting evidence and its confidence label

Export targets

MCP · Markdown · CSV · print · share link

research escapes the app

ALSO FOR

Product managers

Ship the right thing next. Validate it after.

PM teams

One surface. The whole team's mind.

VCs & studios

A source-cited market baseline for a deal or portfolio question.

Get started

Explore the market. Find recurring customer problems.

Start self-serve, or have us establish a platform-backed evidence baseline for one market or positioning decision.