groundtruth-atlas
Unified county-level atlas for housing cap rates and homeowners-insurance risk
Details
- External ID
- 1365281323
- Source
- GITHUB
- Company
- —
- Product
- groundtruth-atlas
- Website domain
- github.io
- Launched
- Sept. 11, 2026
- Cohort
- —
- Upvotes
- 9
- Upvotes percentile
- 0.21822956699974377
- Tags
- —
- Fetched at
- Sept. 15, 2026, 5:26 p.m.
- Updated at
- Sept. 15, 2026, 5:26 p.m.
Enrichment
- Theme
- financial and labor market data tools
- Vertical
- Real estate
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- county-level housing and insurance risk data atlas for real estate investors
- Manually corrected
- False
Could you build this?
Partial The interactive map interface is straightforward to vibe-code, but sourcing, cleaning, normalizing, and modeling reliable US county-level housing cap rates and insurance risk datasets is a significant data engineering hurdle.
What it would actually take: The system requires a Mapbox/Deck.gl frontend over a PostGIS/GeoJSON backend serving precomputed metrics. The hardest challenge is building data ingestion pipelines to scrape or license county assessor records, MLS aggregates, and proprietary actuarial or FEMA flood/wildfire/insurance premium data. Requires an analytics engineer experienced in geospatial ETL and real estate financial modeling.
Competitors
Other products that read as similar to this one — 46 launches clear the similarity bar, closest 8 shown.
Attention rank: #38 of 47 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 302 days after the earliest competitor.
- county-value-atlas · github · 2026-09-11 · 9 upvotes · similarity 0.66
- Ageospatial - pricing the risk of every property, infrastructure and land on Earth from satellites · yc · 2026-09-29 · 3 upvotes · similarity 0.46
- Home Affordability Index · ph · 2026-09-22 · 2 upvotes · similarity 0.44
- MoneyMap · ph · 2026-09-15 · 1 upvotes · similarity 0.41
- Verdex: Satellite Imagery Verification for Insurance · yc · 2026-02-27 · 11 upvotes · similarity 0.40
- The bottom 50% of U.S. households are short after essentials (BLS data) · hn · 2026-09-15 · 39 upvotes · similarity 0.39
- USRateAtlas · ph · 2026-09-15 · 1 upvotes · similarity 0.38
- 25 years of house prices in England and Wales · hn · 2026-01-06 · 15 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.