Real ChatGPT answer · index seedU10d3UbFxfscompleteTelecom and utilities · energy efficiencylocal

Are there certified geothermal heating installers serving Westchester County who offer free on-site estimates this month?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there certified geothermal heating installers serving Westchester County who offer free on-site estimates this month?
1 real search · 1 real-search pass
Westchester County NY geothermal heat pump installer certified free on-site estimate November 2026; geothermal HVAC contractors Westchester County NY IGSHPA certifiedGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Westchester County NY geothermal heat pump installer certified free on-site estimate November 2026; geothermal HVAC contractors Westchester County NY IGSHPA certified Google ↗
  1. Geothermal Works · geothermalworks.com
  2. Microsoft Word · sustainablewestchester.org
  3. Installer Partners · sustainablewestchester.org
  4. Geothermal Works, Inc. · google.com
  5. Dandelion Energy · dandelionenergy.com
  6. Geothermal Installation in Westchester, NY - Dandelion Energy · dandelion-legacy.oneis.us
  7. 2025 Contractor RFP (8.5 x 14 in) · sustainablewestchester.org
  8. Dandelion Energy · yelp.com
  9. Geothermal services and estimates · metroaire.com
  10. IGSHPA Certified Individual Directory · igshpa.org
  11. Save Thousands with Geothermal Heat Pumps · prodcdc10.coned.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Westchester County NY geothermal heat pump installer certified free on-site estimate November 2026; geothermal HVAC contractors Westchester County NY IGSHPA certified
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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