Real ChatGPT answer · index seedc4CpPeKwAI8completeTelecom and utilities · energy efficiencycommercial

Can ConEd energy advisors recommend specific local contractors for closed-cell spray foam insulation in a fieldstone basement, or am I better off sourcing certified BPI professionals independently?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can ConEd energy advisors recommend specific local contractors for closed-cell spray foam insulation in a fieldstone basement, or am I better off sourcing certified BPI professionals independently?
3 real searches · 1 real-search pass
Con Edison energy advisor contractor referrals insulation participating contractors BPIGoogle ↗
OBSERVEDReason
BPI certified professional directory contractor locator insulation building analystGoogle ↗
OBSERVEDOther / navigational
fieldstone basement closed cell spray foam insulation moisture risk stone foundation building scienceGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Con Edison energy advisor contractor referrals insulation participating contractors BPI Google ↗
BPI certified professional directory contractor locator insulation building analyst Google ↗
fieldstone basement closed cell spray foam insulation moisture risk stone foundation building science Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Con Edison energy advisor contractor referrals insulation participating contractors BPI
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
BPI certified professional directory contractor locator insulation building analyst
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
fieldstone basement closed cell spray foam insulation moisture risk stone foundation building science
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1