Real ChatGPT answer · index seeddDXzh1iSs2YcompleteMarketing and advertising · local marketingbrand

Should my husband and I spend our retirement savings on local SEO or Google PPC ads for our antique shop

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Should my husband and I spend our retirement savings on local SEO or Google PPC ads for our antique shop
1 real search · 1 real-search pass
small antique shop local SEO Google Business Profile versus Google Ads PPC marketing costs conversion adviceGoogle ↗
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
small antique shop local SEO Google Business Profile versus Google Ads PPC marketing costs conversion advice Google ↗
  1. About Local ads · support.google.com
  2. Google Ads vs Local Services Ads for small business marketing · business.google.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
small antique shop local SEO Google Business Profile versus Google Ads PPC marketing costs conversion advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1