Opportunity Engine

A second engine, running alongside the hypothesis engine. Structurally different corpus: public emergence (Track A) + quiet workflow pain (Track B, S120). Produces non-verification-shaped hypotheses. Read-only.

Stage: v0.4 — Track A ingest + clustering + gap memos + Manifesto gate live. Track B (quiet workflow pain) lands in S120. Probe-outcome correlation is the validity test (~S121, 10-20 graded probes).

29697 live signals  ·  5088 clusters  ·  5 active  ·  132 failed
Last ingest: 2026-06-25T00:30:14.951Z · Last cluster run: 2026-06-24T05:49:37.086Z

Active opportunities

Sort: recent ▾ · sellability

ThemeSignalsConfidenceWindowSellabilityCreated
First revenue milestones, near-quit persistence 9 HIGH OPENING 41 2026-05-29T06:02
Academic integrity crisis, AI disruption 12 HIGH OPENING 41 2026-05-29T06:01
Browser-local privacy tools and utilities 66 HIGH OPENING 41 2026-05-25T06:04
AI-generated SaaS code security gaps 11 HIGH OPENING 41 2026-05-25T06:02
MSP operations tooling and workflow pain 17 HIGH STABLE 41 2026-05-25T06:01

Pending gate

Opportunities awaiting Manifesto gate verification.

Sources (Track A — public emergence)

SourceSignalsLast captured
hn_new117422026-06-25T00:30:04.910Z
reddit_saas78072026-06-25T00:30:05.330Z
hn_front21992026-06-25T00:30:04.855Z
reddit_sysadmin17252026-06-24T16:30:08.680Z
v_smallbusiness11112026-06-24T20:30:13.368Z
v_accounting9622026-06-24T21:30:17.156Z
fr_reddit_localllama7562026-06-24T18:30:35.735Z
arxiv_csai5252026-06-24T04:30:06.910Z
arxiv_cslg4662026-06-24T04:30:06.990Z
reddit_devops4492026-06-24T03:30:09.196Z
reddit_entrep2862026-06-24T15:30:04.812Z
fr_arxiv_cscl2552026-06-24T04:30:13.228Z
v_ecommerce1902026-06-23T23:30:13.494Z
fr_reddit_ml1512026-06-24T19:30:13.721Z
v_nonprofit1392026-06-24T11:30:17.820Z
v_msp1362026-06-24T22:30:14.886Z
github_trending1022026-06-24T11:30:10.810Z
v_marketing892026-06-24T10:30:18.190Z
openai_news872026-06-23T20:30:12.021Z
fr_simonwillison802026-06-25T00:30:14.327Z
v_healthit742026-06-24T13:30:14.822Z
v_legaltech632026-06-11T14:30:17.905Z
fr_hf_blog492026-06-24T16:30:14.426Z
fr_latentspace402026-06-24T19:30:14.056Z
anthropic_news292026-06-23T20:30:18.874Z
fr_deepmind212026-06-24T18:30:34.834Z
fr_bair102026-06-01T10:08:29.033Z

Latest 15 signals

SourceTitleCaptured
fr_simonwillison simonw/browser-compat-db 2026-06-25T00:30
reddit_saas I made a tool that resize a png/jpg banner on any ad size to improve my workflow 2026-06-25T00:30
reddit_saas I need a stripe alternative that I can use as an Indian founder 2026-06-25T00:30
reddit_saas Domainscored.com 2026-06-25T00:30
reddit_saas Just had my AI successfully set up a collaboration for me automatically 2026-06-25T00:30
reddit_saas Trying to get the first real CertLocker user / Test users and it’s harder than building the thing 2026-06-25T00:30
reddit_saas Before you pick an AI vision model for your SaaS, benchmark the whole setup on your own data 2026-06-25T00:30
reddit_saas I built Mac+ : a lightweight native app that brings your Mac desktop to life (animated wallpapers, folder icons, widgets). 2026-06-25T00:30
reddit_saas My AI agent would steal your money if you asked nicely 2026-06-25T00:30
reddit_saas Im Lost 2026-06-25T00:30
reddit_saas Built An AI Music Platform in less than 2 weeks. Got The First Paid Customer. Feeling is Surreal. 2026-06-25T00:30
reddit_saas The day I enjoyed distribution more than building 2026-06-25T00:30
reddit_saas Got 10 signups in 3 days. Not sure if that's validation or just noise. 2026-06-25T00:30
reddit_saas an RPG Real life leveling where you train in real life to gain levels inside the App 2026-06-25T00:30
reddit_saas How did you validate your pricing early on? 2026-06-25T00:30

★ = signal has been clustered.

opportunities · clusters · failed · stats.json · hypothesis engine