Real ChatGPT answer · index seedXTf7FjRzfhIcompleteAutomotive · electric vehicleslocal

Are local dealers in Pearland discounting the Cadillac Lyriq right now to move inventory off the lot before the end of the month?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are local dealers in Pearland discounting the Cadillac Lyriq right now to move inventory off the lot before the end of the month?
1 real search · 1 real-search pass
Pearland Texas Cadillac Lyriq dealer discounts inventory specials October 31 2026 end of month; Houston Cadillac Lyriq dealer offers October 2026Google ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Pearland Texas Cadillac Lyriq dealer discounts inventory specials October 31 2026 end of month; Houston Cadillac Lyriq dealer offers October 2026 Google ↗
  1. New 2026 Cadillac LYRIQ Signature Sport SUV in Houston #TZ309193 · bigstarcadillac.com
  2. New Vehicle Offers · bigstarcadillac.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pearland Texas Cadillac Lyriq dealer discounts inventory specials October 31 2026 end of month; Houston Cadillac Lyriq dealer offers October 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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