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The physical world, inside Claude and ChatGPT

Example question

Is the site at 29.6870, -95.4600 (Houston) inside a mapped flood zone or wetland?

Korzy
  • Yes — the point at 29.6870, -95.4600 is inside a mapped flood zone.
  • Flood zone: AE
  • Status: mapped, SFHA (special flood hazard area)
  • For wetlands: no mapped wetland polygon intersects the point, so the result is unknown, not a finding that it is outside wetlands.

What are the nearest power plants to Abilene, TX (32.4487, -99.7331)?

Korzy
  • HEB00070 · 2.92 km · 1.2 MW · Gas · Operating
  • WAL536 · 4.85 km · 1.2 MW · Gas · Operating
  • Plaza Street · 5.37 km · 9.9 MW proposed · Storage · Proposed

For 600 Church St, Nashville, TN: what is the zoning, and when did it last sell and for how much?

Korzy
  • Zoning: DTC
  • Last sale: July 21, 1998
  • Last sale price: $391,500

What data center projects are near Abilene, TX (32.4487, -99.7331)?

Korzy
  • Crusoe Abilene Expansion · under construction · 941 MW
  • Lancium Clean Campus (Crusoe / Stargate Site 1) · operating · Planned MW: not reported

Real answers from our benchmark, shortened.

One connection, every record

ClaudeChatGPT

Korzy
  • Parcels
  • Flood and wetlands
  • Power and grid
  • Data centers
  • Logistics
  • Terrain

Korzy grounds AI models, saving time and money

“Is the site at 29.6870, -95.4600 (Houston) inside a mapped flood zone or wetland?”

Web search alone

Most likely Zone AE… I can’t verify the exact result.

Steps
12
Tokens
37,600
Cost
$0.116
40 s

With Korzy

Zone AE, a special flood hazard area. No wetland is mapped at that point.

Steps
1
Tokens
6,000
Cost incl. Korzy
$0.037
7 s
7 s vs 26 s median; faster in 40 of 40 pairs
About 4× faster
~2,900 vs ~31,600; 1 step vs 6
91% fewer tokens
$0.035 vs $0.071 median, incl. Korzy
About half the cost

Medians from 20 questions and 40 paired runs, November 2026. How we measured

Three steps to your first answer

  1. Choose a plan

    From $49 a month.

  2. Add Korzy to Claude or ChatGPT

    Follow the connect steps and sign in.

  3. Ask about any U.S. site

    Flood zones, nearby power, parcel facts and data-center projects.

Add Korzy in ClaudeAdd Korzy in ChatGPT

Who uses Korzy

Data-center site selectionSolar, battery and energy developmentLand acquisition and due diligencePermitting and desktop due diligenceProptech and real estate appsAI agents and assistants

Ask about any U.S. site in Claude or ChatGPT.

Add Korzy to Claude or ChatGPTFor developers

Plans from $49/month. See pricing