Real ChatGPT answer · index seedumuetBEEcsAcompleteTelecom and utilities · energy efficiencycomparison

Compare the residential energy audit services offered by Consolidated Edison versus independent third-party HERS raters in the New York metropolitan area.

ChatGPTgpt-65 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the residential energy audit services offered by Consolidated Edison versus independent third-party HERS raters in the New York metropolitan area.
5 real searches · 1 real-search pass
Con Edison residential home energy assessment energy audit services New York incentives 2026Google ↗
OBSERVEDConsequence
New York State residential energy audit HERS rater requirements NYSERDA Home Performance with ENERGY STAR 2026Google ↗
OBSERVEDOther / navigational
independent HERS raters home energy auditGoogle ↗
OBSERVEDReason
residential energy audit contractorsGoogle ↗
OBSERVEDComparison
home energy assessment servicesGoogle ↗
OBSERVEDComparison

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 (5)
Short factOther / navigational20%Comparison40%Consequence20%Reason20%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
Con Edison residential home energy assessment energy audit services New York incentives 2026 Google ↗
New York State residential energy audit HERS rater requirements NYSERDA Home Performance with ENERGY STAR 2026 Google ↗
independent HERS raters home energy audit Google ↗
residential energy audit contractors Google ↗
home energy assessment services Google ↗
  1. Neighborhood Program Incentives · prodcdc10.coned.com
  2. Home energy audits in New York City: programs, rebates and costs (2026) · audityourhome.com
  3. Energy Exchange Program - Incentives for Electric Upgrades · prodcdc10.coned.com
  4. FindAContractor · portal.nyserda.ny.gov
  5. NYSERDA Find a Contractor · portal.nyserda.ny.gov
  6. EmPower+ · nyserda.ny.gov

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Con Edison residential home energy assessment energy audit services New York incentives 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
New York State residential energy audit HERS rater requirements NYSERDA Home Performance with ENERGY STAR 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
independent HERS raters home energy audit
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
residential energy audit contractors
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
home energy assessment services
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1