Real ChatGPT answer · index seed1ron8Pgk0VwcompleteMarketing and advertising · AI search and generative engine optimizationhowto
How can a parent balancing a full time job and a side hustle efficiently audit a website for LLM readiness?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can a parent balancing a full time job and a side hustle efficiently audit a website for LLM readiness?
2 real searches · 1 real-search pass
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)
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
LLM website readiness audit crawlability structured data robots.txt AI search guidance Google Search Central 2025 Google ↗
llms.txt standard adoption status website AI crawlers documentation 2025 Google ↗
- Google Search Console · search.google.com
- PageSpeed Insights · pagespeed.web.dev
- Schema Markup Validator · validator.schema.org
- Screaming Frog · screamingfrog.co.uk
- Perplexity · perplexity.ai
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LLM website readiness audit crawlability structured data robots.txt AI search guidance Google Search Central 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
llms.txt standard adoption status website AI crawlers documentation 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |