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Isopleth

Every public fact about a US place, in one API call

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Isopleth gives developers and AI agents 351 cited public-data fields for any US coordinate or address: flood, terrain, soils, power grid, sun and wind, hazards, plus parcel records in 35 states + DC. REST API and hosted MCP server. 1,000 free lookups a month.

PH · launched Nov 11, 2026 · 2 upvotes (top 19%) · 0 views

Niche: data enrichment and lookup apis · 83 launches, 5 in the last 7 days ▼ -17% · Explore this niche →

Category and tags
  • Horizontal
  • Data infrastructure
  • Developer
  • Not AI
  • Commercial product
  • API
  • Developer Tools
  • Artificial Intelligence

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More like this: all 83 launches in data enrichment and lookup apis →

Could you build this?

Partial The API and MCP wrapper are easy, but 351 cited fields across many federal and state sources, plus parcel records in 35 states, require a large, ongoing data-engineering effort.

What it would actually take: The architecture is a REST API and hosted MCP server on a geospatial backend (PostGIS or similar) with per-field caching and citations. The hard part is ingesting and normalizing many heterogeneous sources: FEMA flood, USGS terrain, SSURGO soils, grid data, hazards, and county parcel data that varies by jurisdiction and format. Keeping that coverage current and reliable requires GIS and data-engineering expertise and sustained maintenance.

Competitors

Other products that read as similar to this one : 57 launches clear the similarity bar, closest 8 shown.

Attention rank: #17 of 58 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 264 days after the earliest competitor.

  • Unfenced · ph · 2026-10-17 · 97 upvotes · similarity 0.47
  • Statnorth · ph · 2026-11-08 · 1 upvotes · similarity 0.46
  • TrueViewly · ph · 2026-10-21 · 1 upvotes · similarity 0.45
  • Should I Live Here? · ph · 2026-11-06 · 2 upvotes · similarity 0.43
  • Open Index · ph · 2026-10-24 · 3 upvotes · similarity 0.41
  • ArgenFields · ph · 2026-11-09 · 2 upvotes · similarity 0.40
  • Gemral Edge · ph · 2026-10-27 · 1 upvotes · similarity 0.39
  • hexplace · ph · 2026-11-02 · 1 upvotes · similarity 0.39

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.