Real ChatGPT answer · index seedq5e5JJxvIx4completeMarketing and advertising · AI search and generative engine optimizationcommercial
How is Google Search Generative Experience changing how potential clients evaluate local marketing agencies before reaching out?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How is Google Search Generative Experience changing how potential clients evaluate local marketing agencies before reaching out?
3 real searches · 1 real-search pass
Google AI Overviews local business search impact agency discovery 2025 2026 studiesGoogle ↗
OBSERVEDConsequence
Google Search AI Overviews documentation local businesses search results visibility citationsGoogle ↗
OBSERVEDOther / navigational
local SEO agency consumer research reviews reputation AI search recommendations 2025Google ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google AI Overviews local business search impact agency discovery 2025 2026 studies Google ↗
Google Search AI Overviews documentation local businesses search results visibility citations Google ↗
local SEO agency consumer research reviews reputation AI search recommendations 2025 Google ↗
- How Consumers Discover Local Businesses in 2026 · soci.ai
- AI usage surges 6X for local search, fragmenting the digital ecosystem · searchengineland.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
- AI Features and Your Website | 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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google AI Overviews local business search impact agency discovery 2025 2026 studies OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Google Search AI Overviews documentation local businesses search results visibility citations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
local SEO agency consumer research reviews reputation AI search recommendations 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |