90% of startups fail from building the wrong thing

Research that takes weeks.Done in 5 minutes.

For indie hackers, solo founders, and product builders who refuse to waste months building something nobody wants.

Stop guessing if your idea will work. We analyze thousands of real conversations to find proof of demand — pain signals, market gaps, and willingness-to-pay — so you can build with confidence.

Be first to get access
pvre.app/research/results
Pain
7.4
Strong
Signals
23
found
WTP
4
found
Market
2.1M
users
Timing
7.8
Rising ↑
Verdict
7.2
Promising
Key Insight

Strong pain signals detected with 4 explicit willingness-to-pay indicators. Market is growing but competition is moderate — good timing for entry.

PROMISING SIGNAL
7.2/10
23 pain signals4 WTP indicators3 subreddits analyzed

Pain signals. Market size. Clear verdict. All in under 5 minutes.

The Old Way

Manual validation is a time sink

Drowning in Reddit threads

Ctrl+F-ing desperately for any sign someone cares about your problem

50 open tabs, zero clarity

That one useful comment you found? Good luck finding it again

Interviews that teach nothing

Asking leading questions that confirm what you already believe

Shipping to crickets

Zero signups. "Maybe I need more features..." No. You needed validation.

There's a better way

The New Way

From hypothesis to insights in 3 steps

01
30 seconds

Describe what you're exploring

A business hypothesis, a problem you've noticed, or an existing app you want to compete with

02
~5 minutes

We mine the evidence

PVRE analyzes thousands of Reddit posts, app reviews, and competitor data to find real user frustrations and market signals

03
Actionable

Make an informed decision

Get a clear verdict with evidence: pain intensity, market size, competition gaps, and timing — all backed by real quotes

Your Research Suite

Evidence, not assumptions

Four dimensions of validation to help you make confident decisions

Real Pain, Real Words

We find people describing your problem in their own words — from Reddit rants to app store complaints.

Pain Score
7.2
WTP Signals3 found

Market Sizing

TAM/SAM/SOM estimates based on real data. Know if your market is big enough before you commit.

2.1M
TAM
340K
SAM
+12%
Growth

Competition Gaps

See who else is solving this problem and where they're falling short. Find your opening.

5
Competitors
3
Gaps Found
Moderate
Saturation

Clear Verdict

A single score that weighs pain, market, competition, and timing. Plus red flags to watch.

Proceed
7.2/10

Frequently Asked Questions

You could spend 30+ hours combing through Reddit threads. PVRE analyzes thousands of posts in minutes, extracts pain signals, scores them for intensity, and identifies willingness-to-pay indicators — work that would take you days to do manually.
We currently analyze Reddit communities, app store reviews (Google Play & App Store), and Hacker News. We focus on places where people complain honestly about their problems — not polished marketing speak.
Our market sizing uses Fermi estimation — the same technique VCs use for back-of-envelope calculations. We're transparent about confidence levels and always show our methodology. These are educated estimates, not guarantees.
Yes. Your research hypotheses are private to your account. We don't share, sell, or expose your ideas to anyone.
We offer a satisfaction guarantee. If your research doesn't provide actionable insights, contact us and we'll refund your credits — no questions asked.

Your idea deserves real data.

Every week you spend building without validation is a week you might be wasting. Be the first to know when we launch.

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