// 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.
private beta · invite code required · $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 do this myself?
The raw data is public. Anyone can read it. What kills the DIY approach is showing up every month, filtering out the noise, remembering what you saw last time, and scoring each pain against your niche, stack, and budget. That's the work sigatlas does for you.
diy (chatgpt + manual browsing)
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 paid tiers include a 14-day trial · private beta: invite code required
// problems we solve
1. You stop showing up.
Manual research is a habit that dies in week three. Sigatlas runs every month on schedule — you get the report whether you remembered or not.
2. You can't tell new from recycled.
The same pains resurface every quarter. Without a memory of last month's signals, everything looks new. We dedupe across runs so you see what's actually accelerating.
3. Nothing is scored against you.
A pain that's perfect for a solo TypeScript dev is useless to a five-person Rust team. We score every opportunity against your niche, stack, and budget so the top of the list is actually yours to build.
4. Signal-to-noise is brutal.
Raw feeds are 95% rants, memes, and support tickets. We filter, cluster, and curate down to the top 20 with editorial notes — not 200 threads you'll never read.
// faq
// ready?
Start the 14-day trial. Your first report drops on the next monthly scan.