Real ChatGPT answer · index seedPfiWsnoJhp4completeMarketing and advertising · AI search and generative engine optimizationinformational
Can you recommend any recent case studies showing how a small business successfully used generative engine optimization to gain market share?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend any recent case studies showing how a small business successfully used generative engine optimization to gain market share?
3 real searches · 1 real-search pass
generative engine optimization case studies small businesses market share 2026Google ↗
OBSERVEDReason
generative engine optimization GEO case study small business increased market share 2025 2026Google ↗
OBSERVEDConsequence
GEO case study small business ChatGPT visibility revenue leads case study agency 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
generative engine optimization case studies small businesses market share 2026 Google ↗
generative engine optimization GEO case study small business increased market share 2025 2026 Google ↗
GEO case study small business ChatGPT visibility revenue leads case study agency 2025 Google ↗
- Private Label MFG case study · visibilitylabs.com
- BranStan skincare case study · bran-stan.com
- ShowUpWithAI pet brand case study · showupwithai.com
- Kern Media's GEO case studies · kernmedia.com
- Stryker Digital case study · stryker-digital.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative engine optimization case studies small businesses market share 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
generative engine optimization GEO case study small business increased market share 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
GEO case study small business ChatGPT visibility revenue leads case study agency 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |