Real ChatGPT answer · index seedsR7GT97ULY4completeHome services and improvement · HVACcommercial

I need recommendations for top-rated HVAC contractors in the Denver area who specialize in light commercial rooftop units and have good BBB ratings.

ChatGPTgpt-66 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need recommendations for top-rated HVAC contractors in the Denver area who specialize in light commercial rooftop units and have good BBB ratings.
6 real searches · 1 real-search pass
Denver Colorado commercial HVAC contractors rooftop units BBB rating light commercial RTU service installationGoogle ↗
OBSERVEDOther / navigational
site:bbb.org/us/co/denver "Plumb Pros" "BBB Rating" HVACGoogle ↗
OBSERVEDOther / navigational
site:bbb.org/us/co/denver "Peak Mechanical" commercial HVAC BBB DenverGoogle ↗
OBSERVEDOther / navigational
site:bbb.org/us/co/denver "Clear Creek Mechanical" BBBGoogle ↗
OBSERVEDOther / navigational
site:bbb.org/us/co/denver "Thrivaire" HVAC BBBGoogle ↗
OBSERVEDOther / navigational
site:bbb.org/us/co/denver "Horizon Services" HVAC BBB DenverGoogle ↗
OBSERVEDOther / navigational

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 (6)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
Denver Colorado commercial HVAC contractors rooftop units BBB rating light commercial RTU service installation Google ↗
site:bbb.org/us/co/denver "Plumb Pros" "BBB Rating" HVAC Google ↗
site:bbb.org/us/co/denver "Peak Mechanical" commercial HVAC BBB Denver Google ↗
site:bbb.org/us/co/denver "Clear Creek Mechanical" BBB Google ↗
site:bbb.org/us/co/denver "Thrivaire" HVAC BBB Google ↗
site:bbb.org/us/co/denver "Horizon Services" HVAC BBB Denver Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Denver Colorado commercial HVAC contractors rooftop units BBB rating light commercial RTU service installation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:bbb.org/us/co/denver "Plumb Pros" "BBB Rating" HVAC
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:bbb.org/us/co/denver "Peak Mechanical" commercial HVAC BBB Denver
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:bbb.org/us/co/denver "Clear Creek Mechanical" BBB
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:bbb.org/us/co/denver "Thrivaire" HVAC BBB
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:bbb.org/us/co/denver "Horizon Services" HVAC BBB Denver
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1