Real ChatGPT answer · index seedsG3iTRog8MAcompleteMarketing and advertising · AI search and generative engine optimizationbrand

How does technical SEO for large language models differ from the optimization we did five years ago for Google and Bing?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does technical SEO for large language models differ from the optimization we did five years ago for Google and Bing?
3 real searches · 1 real-search pass
technical SEO for AI search engines LLM crawlers Google AI Overviews Bing Copilot official documentation 2026Google ↗
OBSERVEDReason
Google Search Central AI features SEO guidance structured data crawling indexing officialGoogle ↗
OBSERVEDOther / navigational
Bing Webmaster Tools AI performance report Copilot citations official 2025 2026Google ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
technical SEO for AI search engines LLM crawlers Google AI Overviews Bing Copilot official documentation 2026 Google ↗
Google Search Central AI features SEO guidance structured data crawling indexing official Google ↗
Bing Webmaster Tools AI performance report Copilot citations official 2025 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
technical SEO for AI search engines LLM crawlers Google AI Overviews Bing Copilot official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central AI features SEO guidance structured data crawling indexing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Bing Webmaster Tools AI performance report Copilot citations official 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1