Real ChatGPT answer · index seednHzHtAyy5b0completeMarketing and advertising · AI search and generative engine optimizationcomparison
Can you compare the ROI of hiring a freelancer for generative engine optimization versus doing our own local SEO for AI search on a zero dollar budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the ROI of hiring a freelancer for generative engine optimization versus doing our own local SEO for AI search on a zero dollar budget?
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
2026 generative engine optimization GEO local SEO small business AI search Google Business Profile official guidance Google ↗
Google Search Central AI features website SEO guidance structured data local business profile official Google ↗
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Tips to improve your local ranking on Google · support.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · ccn.web.tr
- Google Search's Guidance on Third-Party SEO Tools & Advice | 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 |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization GEO local SEO small business AI search Google Business Profile official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Search Central AI features website SEO guidance structured data local business profile official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |