Real ChatGPT answer · index seedFDOQGQMnuFYcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What changes do digital marketing agencies need to make in their pricing models as clients shift budgets from traditional SEO to AI search?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What changes do digital marketing agencies need to make in their pricing models as clients shift budgets from traditional SEO to AI search?
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 AI search agency pricing models generative engine optimization budgets pricing measurement agency trends Google ↗
2026 generative engine optimization GEO agency pricing retainers pricing models AI search Google ↗
- The Gander Report: State of Generative Engine Optimization, Q1 2026 · takeagander.ai
- GEO & AEO Pricing Statistics: 2026 Report · firstpagesage.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AI search agency pricing models generative engine optimization budgets pricing measurement agency trends OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 generative engine optimization GEO agency pricing retainers pricing models AI search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |