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r/SaaS·post_id verified·59 reports

Build-ready PRDs for your Claude CodeCursorCodexWindsurfCopilot agent.

Niches proven by the Reddit community — every quote verified against the original post.

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live verification

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r/SaaS·u/growth_dan

Is there a tool that finds pain points automatically?

…I've been doing this manually for 2 years, would pay $50/mo right now.…

post_id t3_1abc9xverified ✓
0Reports published
0Posts analyzed
0Hot leads delivered
The problem

AI research tools make claims. None of them show sources.

A summary you can't trace is a guess with confidence. Reddit already holds the evidence — people describing workarounds, naming prices, begging for tools. GapForApp finds those posts and proves every quote against its source.

unverified items are flagged — never counted toward the verdict.

r/SaaS · u/fed_up_foundertried alt

“Tried three AI research tools. Every 'insight' was a paraphrase I couldn't trace back to anyone real.”

r/indiehackers · u/ship_or_diewould pay

“I don't need another summary. I need to know WHO said it and WHERE, so I can go talk to them.”

r/Entrepreneur · u/spreadsheet_samworkaround

“Manual Reddit mining works but it ate my whole week. There has to be a faster way that isn't made up.”

A real report

This is the product. Not a mockup of it.

One query — every claim below is traceable to a Reddit post.

gapforapp · report #4117 · query: “cold email deliverability”412 posts · 3,209 comments · $0.04
0HIGH
verdict

Strong, recurring pain with explicit willingness to pay. 94% of 217 quotes verified against source posts.

“Our open rates dropped to 12% overnight and Google won't tell you why.”

u/agency_mike·r/coldemail·post_id t3_8fk3jqverified ✓

“I'd happily pay for something that just tells me WHICH domain is burned.”

u/b2b_sandra·r/Emailmarketing·post_id t3_2mc9vxverified ✓

“Warmup tools are snake oil. I want deliverability proof, not vibes.”

u/deliv_dave·r/SaaS·post_id t3_7qp1znverified ✓
hot lead
B2
u/b2b_sandra11.3k karma
91 · would pay

Described a manual workaround AND named a price. Active in r/coldemail, r/Emailmarketing.

“I'd happily pay for something that just tells me WHICH domain is burned.”
requested features
domain reputation monitormust
inbox placement testsmust
warmup auditnice
prd · ready for your agentA build-ready spec, sourced from the proof above.
pricing: $49 / $199 tierschannel: r/coldemailCAC: < $30 organic
Browse 30+ public reports
How it works

Three steps. About 3 minutes.

Every claim cited to a real Reddit post.

01

Type your query.

A niche, a problem, a competitor name — anything specific enough to point at. Example: cold email deliverability for B2B agencies.

02

We mine + verify every quote.

Phrases generated, subreddits picked, posts and comments scraped, map-reduce analysis run. Every quote is checked as a literal substring of the cited post.

03

Get verdict, evidence, PRD.

A 0–100 opportunity score, hot leads with DM URLs, and a build-ready PRD you can paste straight into Claude Code or Cursor.

vs alternatives

Summaries are cheap. Proof isn't.

Everyone orbits the same data. Only one verifies it.

GapForAppverified ✓
hover a competitor
everyone else✗ free-floating paraphrases✗ no source ids✗“trust us”
gapforapp✓ every quote a literal substring of its source✓ post_id on every claim✓ verify it yourself
Who it's for

Built for people who ship.

Four jobs, one artifact: evidence.

01

Indie hacker

Decide in 5 minutes if a niche is real — before you spend a weekend on a prototype.

02

Solo founder

Walk into customer interviews holding their own words. The hot-lead list is your interview pipeline.

03

Growth marketer

Write ad copy that quotes real users. Position against the incumbents your buyers actually complain about.

04

Small agency

Pitch with a public report citing your prospect's own customers. Proof closes retainers.

grading is honest

Most reports score below 70.

If yours hits HIGH, it earned it.

050100
Pricing

Simple pricing. Pay for what you use.

Or bring your own keys and pay nothing.

Free
$0/mo
  • 30 starter credits
  • Public catalog access
  • Run your own queries
  • Watermarked reports
  • 1 seat
ProMost popular
$39/mo
  • 300 credits / month
  • Full reports — 15+ verbatim quotes
  • Hot leads with DM-ready URLs
  • Your own Reddit OAuth
  • JSON / CSV / PDF exports
  • Credit rollover up to 90 days
Team
$129/mo
  • Everything in Pro
  • White-label PDF export
  • 5 seats, shared credit pool
  • Priority queue
BYOK
$279lifetime
  • Pay once, forever
  • Bring your own OpenAI key
  • No credits, ever
  • Raw API cost: $0.005–0.05 / analysis

1 credit ≈ $0.05 of compute. The UI shows cost before you run — no surprise bills.

FAQ

Common questions

Every quote is checked as a literal substring of the cited Reddit post (post_id). Each report shows the verified-quote ratio (typically 90–98%). Unverified items are flagged and never counted toward the verdict score.

Run one. See the proof.

Run a free reportBrowse public reports
Free to start. No card.