DATAPLAY FOR FOUNDERS

Validate the market before you commit a quarter.

The painpoints worth building for are buried in forums, threads, and reviews you don't have time to read. Most founders still go on hunches and friendly calls. DataPlay turns the public signal into ranked, sourced evidence. Before you sink the next sprint into the wrong fix.

Spin up your first market in under 10 minutes.

THE WORKFLOW

Idea to evidence-backed conviction. In an afternoon, not a quarter.

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.

AN AFTERNOON

The way it's done with DataPlay

0:00Add the market or a competitor to DataPlay. We start fetching.
0:10First scorecard: 6 to 12 ranked painpoints with real evidence under each.
0:25Read the top three. Verdict, intensity, who's hitting it, what they do instead.
0:50Pull customer quotes into your founder memo. Sources cited in line.
1:30Decide. Build, kill, or pivot before you sink another sprint.

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 painpoint isn't always the most painful one.

Five illustrative research areas, 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. Painpoint 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

12+

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

First scorecard in

~10 to 60 min

from market add to first ranked painpoints

Updates

Continuous

weekly trend, intensity, and reach deltas; alerts on threshold crossings

Verdicts grounded in

100%

every claim cites a source with a confidence label

Export targets

MCP · Notion · PDF · Markdown · share link · Slack alerts

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.

Investors

Diligence in 1 hour, not 6 weeks.

Get started

Spin up the market. Read the verdict. Decide what's worth building.

Self-serve. Add the markets and competitors you care about. First scorecards land in under an hour. Cancel any time.