Real ChatGPT answer · index seedsIVxjTna188completeMarketing and advertising · AI search and generative engine optimizationinformational

What specific technical SEO changes do we need to make on our family business website so Claude and ChatGPT actually recommend our products to users this year?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific technical SEO changes do we need to make on our family business website so Claude and ChatGPT actually recommend our products to users this year?
4 real searches · 1 real-search pass
OpenAI crawler documentation OAI-SearchBot GPTBot ChatGPT-User robots.txt officialGoogle ↗
OBSERVEDOther / navigational
Anthropic web crawler documentation ClaudeBot robots.txt officialGoogle ↗
OBSERVEDInstruction
Google Search Central AI features website guidance structured data product snippets merchant listings 2026Google ↗
OBSERVEDOther / navigational
Schema.org Product Organization Offer AggregateRating official documentationGoogle ↗
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 (4)
Short factOther / navigational75%ComparisonConsequenceReasonDefinitionInstruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
OpenAI crawler documentation OAI-SearchBot GPTBot ChatGPT-User robots.txt official Google ↗
Anthropic web crawler documentation ClaudeBot robots.txt official Google ↗
Google Search Central AI features website guidance structured data product snippets merchant listings 2026 Google ↗
Schema.org Product Organization Offer AggregateRating official documentation Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI crawler documentation OAI-SearchBot GPTBot ChatGPT-User robots.txt official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Anthropic web crawler documentation ClaudeBot robots.txt official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Google Search Central AI features website guidance structured data product snippets merchant listings 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Schema.org Product Organization Offer AggregateRating official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1