Real ChatGPT answer · index seedpyJ1dEOhuY8completeMarketing and advertising · AI search and generative engine optimizationcomparison

What are the best technical SEO practices for making sure LLM web crawlers actually index my product pages correctly?

ChatGPTgpt-68 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best technical SEO practices for making sure LLM web crawlers actually index my product pages correctly?
8 real searches · 1 real-search pass
official documentation OpenAI OAI-SearchBot robots.txt crawler website ownersGoogle ↗
OBSERVEDOther / navigational
official Anthropic ClaudeBot web crawler robots.txt documentationGoogle ↗
OBSERVEDInstruction
PerplexityBot crawler robots.txt official documentationGoogle ↗
OBSERVEDOther / navigational
Google Search Central product structured data JavaScript SEO sitemap canonical documentationGoogle ↗
OBSERVEDOther / navigational
official documentation OpenAI OAI-SearchBot GPTBot robots.txt crawler ChatGPT searchGoogle ↗
OBSERVEDOther / navigational
Google Search Central product structured data ecommerce product snippets merchant listings crawling JavaScript SEO sitemap canonicalGoogle ↗
OBSERVEDOther / navigational
Anthropic ClaudeBot Claude-SearchBot web crawler robots.txt officialGoogle ↗
OBSERVEDOther / navigational
Perplexity crawler PerplexityBot robots.txt 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 (8)
Short factOther / navigational88%ComparisonConsequenceReasonDefinitionInstruction13%Yes / no

Classes come from the query-classifier (a local Laya model). 7 of 8 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT8 real searches · gpt-6
official documentation OpenAI OAI-SearchBot robots.txt crawler website owners Google ↗
official Anthropic ClaudeBot web crawler robots.txt documentation Google ↗
PerplexityBot crawler robots.txt official documentation Google ↗
Google Search Central product structured data JavaScript SEO sitemap canonical documentation Google ↗
official documentation OpenAI OAI-SearchBot GPTBot robots.txt crawler ChatGPT search Google ↗
Google Search Central product structured data ecommerce product snippets merchant listings crawling JavaScript SEO sitemap canonical Google ↗
Anthropic ClaudeBot Claude-SearchBot web crawler robots.txt official Google ↗
Perplexity crawler PerplexityBot robots.txt official documentation Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

8 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official documentation OpenAI OAI-SearchBot robots.txt crawler website owners
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
official Anthropic ClaudeBot web crawler robots.txt documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
PerplexityBot crawler robots.txt official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central product structured data JavaScript SEO sitemap canonical documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
official documentation OpenAI OAI-SearchBot GPTBot robots.txt crawler ChatGPT search
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central product structured data ecommerce product snippets merchant listings crawling JavaScript SEO sitemap canonical
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Anthropic ClaudeBot Claude-SearchBot web crawler robots.txt official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Perplexity crawler PerplexityBot robots.txt official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1