Real ChatGPT answer · index seedk3mW4QixOhYcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What are the main differences between traditional SEO agencies and the new wave of agencies specializing exclusively in AI search optimization?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main differences between traditional SEO agencies and the new wave of agencies specializing exclusively in AI search optimization?
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). 1 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 optimization agencies vs traditional SEO agencies GEO AEO services measurement 2026 Google ↗
Google AI Overviews ChatGPT search brand visibility citations optimization guidance 2025 2026 Google ↗
- AI SEO Agency vs SEO Agency: Full Comparison · webfx.com
- GEO Agency vs SEO Agency: Evaluating the Scope · joinindexed.com
- Answer engine visibility: The playbook for marketers · blog.hubspot.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 · developers.google.com
- What is AI search optimization? (& why marketers should care) · blog.hubspot.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AI search optimization agencies vs traditional SEO agencies GEO AEO services measurement 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google AI Overviews ChatGPT search brand visibility citations optimization guidance 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |