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

What on earth is technical SEO for LLMs and do I need to hire someone to update my website code for it

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What on earth is technical SEO for LLMs and do I need to hire someone to update my website code for it
3 real searches · 1 real-search pass
Google Search Central AI features website SEO technical requirements structured data crawling documentation 2026Google ↗
OBSERVEDInstruction
OpenAI GPTBot OAI-SearchBot website crawler robots.txt documentationGoogle ↗
OBSERVEDInstruction
llms.txt standard adoption evidence website SEO 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 / navigational33%ComparisonConsequenceReasonDefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
Google Search Central AI features website SEO technical requirements structured data crawling documentation 2026 Google ↗
OpenAI GPTBot OAI-SearchBot website crawler robots.txt documentation Google ↗
llms.txt standard adoption evidence website SEO 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central AI features website SEO technical requirements structured data crawling documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
OpenAI GPTBot OAI-SearchBot website crawler robots.txt documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
llms.txt standard adoption evidence website SEO 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1