Real ChatGPT answer · index seed6m9brz8ESOQcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

We are seeing a noticeable drop in branded keyword loss in AI search summaries and need an expert agency recommendation to help us reclaim this traffic.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are seeing a noticeable drop in branded keyword loss in AI search summaries and need an expert agency recommendation to help us reclaim this traffic.
2 real searches · 1 real-search pass
2026 best agency AI search optimization AEO GEO brand visibility case studies enterpriseGoogle ↗
OBSERVEDComparison
AI search visibility agency brand mentions ChatGPT Google AI Overviews case studiesGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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 best agency AI search optimization AEO GEO brand visibility case studies enterprise Google ↗
AI search visibility agency brand mentions ChatGPT Google AI Overviews case studies Google ↗
  1. iPullRank · ipullrank.com
  2. NoGood · nogood.io
  3. Visibility Partners · visibility.partners
  4. Best GEO, AEO & AI Search Agencies 2026 · loudface.co
  5. Case Studies · visibility.partners
  6. 12 Best AI SEO Agencies in 2026: GEO, AEO & Reporting · pikaseo.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best agency AI search optimization AEO GEO brand visibility case studies enterprise
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AI search visibility agency brand mentions ChatGPT Google AI Overviews case studies
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1