Real ChatGPT answer · index seedeiM84CMbv8UcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What do digital marketing experts recommend as the best first step when transitioning an old-school SEO campaign into a modern GEO strategy
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do digital marketing experts recommend as the best first step when transitioning an old-school SEO campaign into a modern GEO strategy
1 real search · 1 real-search pass
digital marketing experts first step transition traditional SEO to generative engine optimization GEO audit baseline AI search visibility content strategyGoogle ↗
OBSERVEDInstruction
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
digital marketing experts first step transition traditional SEO to generative engine optimization GEO audit baseline AI search visibility content strategy Google ↗
- GEO: How To Position Your Agency As An AI Search Authority · searchenginejournal.com
- GEO mandate: optimizing content for AI-generated results · kpmg.com
- Generative engine optimization: What we know so far about generative SEO · blog.hubspot.com
- CMA AI Playbook - Future proof search strategy shift from SEO to GEO · thecma.ca
- How to Implement Generative Engine Optimization · iriscale.com
- The Complete SEO to GEO Transition Checklist for Agencies 2026 · wellows.com
- A 90-day SEO playbook for AI-driven search visibility · searchengineland.com
- The 4-Pillar GEO Strategy Framework to Win Visibility in AI Search · lumar.io
- From SEO to GEO: A Transition Guide for SEO Teams · getrefine.ai
Queries
1 queries · click a column to sort