Real ChatGPT answer · index seedhOlXicdKGX0completeHome services and improvement · contractors and remodelingcomparison

Is central air conditioning installation through Costco a better deal than going directly with an independent Lennox dealer who can start tomorrow?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is central air conditioning installation through Costco a better deal than going directly with an independent Lennox dealer who can start tomorrow?
2 real searches · 1 real-search pass
Costco central air conditioning installation program HVAC Costco Shop Card contractor warranty 2026Google ↗
OBSERVED
Lennox air conditioner warranty registration 2026 labor warranty independent dealer installationGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Costco central air conditioning installation program HVAC Costco Shop Card contractor warranty 2026 Google ↗
Lennox air conditioner warranty registration 2026 labor warranty independent dealer installation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Costco central air conditioning installation program HVAC Costco Shop Card contractor warranty 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Lennox air conditioner warranty registration 2026 labor warranty independent dealer installation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1