Get a Real Demand Evidence Report built from current Reddit conversations and live web research—complete with clickable discussions, recurring pain, buyer signals, competitor complaints, and communities where your users already gather.
IDEA
DEMAND SIGNAL
HIGHSHARPEST FINDING
Drivers already search, pay for scans, and ask for help. The unmet need is a safe troubleshooting order—not another code definition.
THE PROCESS
No viability theatre and no flattering 0–100 score. See the conversations, patterns, and gaps behind the verdict.
Tell us what you want to build, who it serves, and the assumption you most need checked.
A human reviews current Reddit threads, solution-seeking behavior, workarounds, and competing offers.
Within 24 hours, receive clickable sources, customer-discovery leads, and a simple GO, TEST, or DROP verdict.
REAL DEMAND EVIDENCE REPORT
Every important claim points back to a real discussion or live source. If the problem is weak, saturated, or invisible, the report says so plainly.
PUBLIC SAMPLE
We traced an AI car-diagnosis assistant through current driver and mechanic discussions, visible buying behavior, and existing tools. The problem is real—but a generic code reader is not the answer.
Strong problem and solution-seeking evidence. Crowded tool market. Test a safety-first troubleshooting report before building an app.
Drivers discuss $130–$230 diagnostic fees and look for ways to understand the issue first.
Multiple threads show that a fault code is only a starting point, while beginners expect a diagnosis.
Users praise capable scanners but explicitly push back on recurring app fees.
Generic advice can encourage parts-swapping or miss vehicle-specific diagnostic steps.
The full sample includes linked sources, competitor gaps, a narrowed MVP, and a low-cost validation test.
WHY PUBLIC CONVERSATIONS?
Public communities reveal the words people use, the workarounds they tolerate, what they already tried, and when a problem becomes expensive.
Reddit is evidence—not the whole market. We treat it as one demand signal and explicitly label gaps and uncertainty.
FOUNDING RESERVATIONS · FIRST 20 REPORTS
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Founding reservation · first 20
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STRAIGHT ANSWERS
DON’T ASK AI. CHECK THE REAL DEMAND.