Real ChatGPT answer · index seedw25wTpwxRiYcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

How should my digital marketing club approach auditing a local business website for LLM readability, and what are the best automated checkers available online right now?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How should my digital marketing club approach auditing a local business website for LLM readability, and what are the best automated checkers available online right now?
2 real searches · 1 real-search pass
AI search visibility checker tools website audit 2026 LLM readability automated toolsGoogle ↗
OBSERVEDOther / navigational
best AI search visibility and LLM website audit tools 2026 automated checkers llms.txt schema crawlerGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
AI search visibility checker tools website audit 2026 LLM readability automated tools Google ↗
best AI search visibility and LLM website audit tools 2026 automated checkers llms.txt schema crawler Google ↗
  1. Run Hostinger AI Visibility Checker · hostinger.com
  2. Run isvisible.ai · isvisible.ai
  3. Run CrawlCheck · crawlcheck.io
  4. Run CrawlReadable · crawlreadable.com
  5. Explore Sonarvue tools · sonarvue.com
  6. Explore Ahrefs · ahrefs.com
  7. Explore Semrush · semrush.com
  8. Explore HubSpot · hubspot.com
  9. Explore Otterly.AI · otterly.ai
  10. 13 Best Free AI Visibility Checker Tools in 2026, Compared · cituna.com
  11. Google Rich Results Test · search.google.com
  12. Schema.org Validator · validator.schema.org
  13. PageSpeed Insights · pagespeed.web.dev
  14. Google Search Console · search.google.com
  15. Screaming Frog · screamingfrog.co.uk
  16. Free AI Visibility Checker by Ahrefs: Track Your Brand in AI search · ahrefs.com
  17. Free AI Visibility Tool: Check Brand Visibility in AI Search · semrush.com
  18. Ahrefs · ahrefs.com
  19. HubSpot · hubspot.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AI search visibility checker tools website audit 2026 LLM readability automated tools
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
best AI search visibility and LLM website audit tools 2026 automated checkers llms.txt schema crawler
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1