Real ChatGPT answer · index seedO20ZcILWcGscompleteMarketing and advertising · AI search and generative engine optimizationinformational
What should a small business owner look out for when vetting consultants who claim they can guarantee top rankings in AI search results?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should a small business owner look out for when vetting consultants who claim they can guarantee top rankings in AI search results?
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
Google Search Central AI features guidance no special optimization guarantee rankings AI Overviews site owners Google ↗
FTC business guidance advertising claims guarantees rankings SEO consultant deceptive claims Google ↗
- Do You Need an SEO? Tips for Hiring an SEO | Google Search Central | Documentation | Google for Developers · developers.google.com
- 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.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | 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.com
- Advertising FAQ's: A Guide for Small Business · ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central AI features guidance no special optimization guarantee rankings AI Overviews site owners OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC business guidance advertising claims guarantees rankings SEO consultant deceptive claims OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |