Real ChatGPT answer · index seedwZVK0Aku1vgcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What is the most cost effective strategy to get my local business recommended by ChatGPT when my competitors have massive marketing budgets?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective strategy to get my local business recommended by ChatGPT when my competitors have massive marketing budgets?
1 real search · 1 real-search pass
how ChatGPT search discovers and recommends local businesses official OpenAI search sources local SEO structured data Google Business Profile 2026Google ↗
OBSERVEDInstruction
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)
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
how ChatGPT search discovers and recommends local businesses official OpenAI search sources local SEO structured data Google Business Profile 2026 Google ↗
- Searching the web with ChatGPT · help.openai.com
- How AI Decides Which Local Businesses to Recommend · peekl.io