Mireye GTM brain

category

market profile

• text: Location decisions require fragmented parcel, hazard, utility and environmental datasets that are difficult to normalize and query together.
• text: Parcel data APIs and MCP access are competing routes to embed location context in software and agents.

personas

• title: AI product or platform engineer
  pains:

  • Must integrate and maintain many location data sources
  • Agent answers need cited, machine-readable evidence
• title: Data center or renewable site selection lead
  pains:

  • Screening parcels requires power, flood, terrain and interconnection data
  • Manual diligence slows down the initial site shortlist
• title: Insurance or real estate data product manager
  pains:

  • Property risk decisions need consistent hazard and parcel context
  • Coverage and provenance must be assessed before production use

icp

• text: US-focused software teams building location-aware agents, property intelligence or underwriting applications.
• text: Energy developers and data center siting teams screening many potential locations against multiple spatial criteria.

message pillars

• text: Give agents a single interface for place-based data and tools.
• text: Support traceable decision-making with cited values.
• text: Let developers start small and scale with actual usage.

objections

• objection: Public geospatial data is already free.
  response: Compare the engineering burden of integrating sources and returning cited results against the API for a specific location workflow.
• objection: Will data be reliable enough for high-stakes decisions?
  response: Inspect citations, freshness and coverage for sample locations, and retain independent diligence for material decisions.
• objection: How predictable are API costs?
  response: Model operation mix using published per-call rates and spending limits.

competitors

• name: Regrid
  website: https://regrid.com/api
  why: Offers nationwide parcel data via API and MCP.
• name: GetParcelData
  website: https://getparceldata.com/regrid-alternative
  why: Sells parcel data and APIs for overlapping property data workflows.

keywords

• geospatial API for AI agents
• parcel data API
• property data MCP server
• site selection data API
• flood risk property API
• land ownership data API
• power infrastructure siting data

voice

• Technical and developer-oriented
• Concrete and example-led
• Confident and concise

signals

• text: A team is building AI agents or workflows for US site selection, parcel diligence or property risk.
• text: A product team is replacing bespoke integrations to multiple public geospatial datasets.

stack

• MCP
• REST API

pricing

motion

channels

• LinkedIn
• X
• developer documentation
• SEO

confidence

Founders

• name: Ansh Chokshi
  title: Founder/CEO
  role: CEO
  bio: Founder and CEO at Mireye (YC S26). Previously led AI/ML engineering at Seismic. At 21, co-founded Poker Pit, scaled 0 to $250K ARR in 4 months before acquisition. University of Toronto - CS, Math and Econ.