Real ChatGPT answer · index seedd1TL6hKhJ9UcompleteMarketing and advertising · AI search and generative engine optimizationinformational
Can you recommend an auditing workflow to identify which of our existing blog posts are most vulnerable to being replaced by AI search summaries?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend an auditing workflow to identify which of our existing blog posts are most vulnerable to being replaced by AI search summaries?
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
AI search summaries zero-click content vulnerability audit blog posts original research information gain search intent 2025 Google ↗
Google Search Central AI features content guidance AI Overviews clicks traffic guidance Google ↗
- Do people click on links in Google AI summaries? · pewresearch.org
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- A new resource for optimizing for generative AI in Google Search | Google Search Central Blog | Google for Developers · developers.google.cn
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AI search summaries zero-click content vulnerability audit blog posts original research information gain search intent 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central AI features content guidance AI Overviews clicks traffic guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |