Real ChatGPT answer · index seedHGauMKnWyJscompleteMarketing and advertising · AI search and generative engine optimizationcomparison

How much does it cost to implement technical SEO fixes for LLMs compared to traditional Google optimization when you are running a bootstrapped startup?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does it cost to implement technical SEO fixes for LLMs compared to traditional Google optimization when you are running a bootstrapped startup?
1 real search · 1 real-search pass
2026 technical SEO pricing hourly rates audit implementation cost small business startup SEO agency pricing AI search optimization GEO pricingGoogle ↗
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 technical SEO pricing hourly rates audit implementation cost small business startup SEO agency pricing AI search optimization GEO pricing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 technical SEO pricing hourly rates audit implementation cost small business startup SEO agency pricing AI search optimization GEO pricing
OBSERVED
Google ↗
AI Mode ↗
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