Real ChatGPT answer · index seedIw9qjDYxfLUcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

I am building a portfolio piece on generative engine optimization, so what are the best examples of brands successfully pivoting their SEO budgets toward AI search visibility?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am building a portfolio piece on generative engine optimization, so what are the best examples of brands successfully pivoting their SEO budgets toward AI search visibility?
4 real searches · 1 real-search pass
2025 2026 enterprise brands generative engine optimization AI search visibility case studies budget SEO pivotGoogle ↗
OBSERVEDOther / navigational
brand case study generative engine optimization AI search visibility 2025 brands GEO marketing strategyGoogle ↗
OBSERVEDReason
brands optimizing for AI search ChatGPT Perplexity case study SEO AI visibility 2026Google ↗
OBSERVEDReason
GEO generative engine optimization case study brands Adobe HubSpot Canva Sephora AI search citationsGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2025 2026 enterprise brands generative engine optimization AI search visibility case studies budget SEO pivot Google ↗
brand case study generative engine optimization AI search visibility 2025 brands GEO marketing strategy Google ↗
brands optimizing for AI search ChatGPT Perplexity case study SEO AI visibility 2026 Google ↗
GEO generative engine optimization case study brands Adobe HubSpot Canva Sephora AI search citations Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 enterprise brands generative engine optimization AI search visibility case studies budget SEO pivot
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
brand case study generative engine optimization AI search visibility 2025 brands GEO marketing strategy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
brands optimizing for AI search ChatGPT Perplexity case study SEO AI visibility 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
GEO generative engine optimization case study brands Adobe HubSpot Canva Sephora AI search citations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1