// sigatlas · monthly intelligence for builders
We scan 12+ public web sources — developer communities, issue trackers, launch boards, review feeds, founder forums — for real pain signals, score them against your niche, and send you the top 20 in a monthly report.
no credit card · cancel anytime · $49/mo after
// what the data looks like
Every bubble is a pain signal cluster. Bigger = more signals. Redder = higher urgency. Sign up free to explore all of them.
// 12 public sources · scanned monthly · de-duped across all of them
We ingest public web content only. We respect robots.txt. We do not scrape private communities or buy datasets. Specific commercial platforms are aggregated into category feeds rather than named individually.
// what's in a report
Twenty of these every month. Scored against your stack, your niche, your budget. Every entry links to the actual source threads so you can verify. No summaries-of-summaries.
signals
198
Biggest jump this month. Every indie founder thread is someone asking why conversion dropped after their trial length change. Clear build-candidate: a lightweight "trial health" monitor.
signals
116
Stripe-adjacent frustration. Workarounds involve manually toggling CORS rules per env. A dev-tooling wrapper that handles this is a 2-week MVP.
signals
74
Stable but persistent. Lower priority for non-mobile builders; highly valuable for the React Native crowd.
// + 17 more in your full 2026-05 report
Get your first report →// but couldn't i just ask chatgpt?
You won't. You tried it for three weeks last year and stopped. So did I. Sigatlas is what that looks like after someone decided to actually do it properly.
chatgpt + reddit (free)
sigatlas ($49/mo)
// methodology
Sigatlas runs a real market-intel pipeline every month. We pull threads from 12 sources, extract pain signals with a scoring model, dedupe via fuzzy matching on pain descriptions (not raw keywords), and score each opportunity against your scan profile — your stack, your niche, your price range, your MVP timeline.
We show the month's top 20, not 200. Every opportunity links to the actual source threads. We don't hallucinate signals. We don't pad reports. If a month is quiet in your niche, we tell you.
47,283
signals ingested last month
89.2%
dedupe hit rate
5,217
unique opportunities
// pricing
Self-serve. No sales calls. No enterprise pretense. Cancel in one click.
Starter
one niche, one founder, one report a month
Pro
multiple niches, weekly updates, competitor-entrant alerts
Team
small teams, API access, custom sources on request
// all tiers include the 14-day trial · no credit card required to start
// why i built this
"I kept scrolling Reddit every saturday morning looking for pains I could turn into products. Then I'd forget half of them by tuesday."
"I realized everyone I know does the same thing. So I built the scan pipeline I wished existed — one I'd actually pay $49 a month for. This is it."
gr1mfr0st
founder, sigatlas
// faq
// ready?
Start the 14-day trial. No credit card. Your first report drops within 24 hours.