Real ChatGPT answer · index seedfdLc8ixKLQccompleteMarketing and advertising · local marketingcommercial

I am working with a local auto repair shop in Dallas, so what is the best split for their monthly budget between SEO and local paid ads?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am working with a local auto repair shop in Dallas, so what is the best split for their monthly budget between SEO and local paid ads?
1 real search · 1 real-search pass
2026 Dallas auto repair shop local SEO Google Ads marketing benchmarks local search advertising costsGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 Dallas auto repair shop local SEO Google Ads marketing benchmarks local search advertising costs Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Dallas auto repair shop local SEO Google Ads marketing benchmarks local search advertising costs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1