Real ChatGPT answer · index seedRzorQViqZFkcompleteMarketing and advertising · AI search and generative engine optimizationinformational

How does migrating an existing SEO strategy over to a GEO framework affect our quarterly organic traffic and conversion rates?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does migrating an existing SEO strategy over to a GEO framework affect our quarterly organic traffic and conversion rates?
2 real searches · 1 real-search pass
2025 2026 generative engine optimization GEO impact organic traffic conversions study AI search referrals publishers brandsGoogle ↗
OBSERVEDReason
Google AI Overviews organic click through rate study 2025 2026 GEO citations conversions AI searchGoogle ↗
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 / navigationalComparisonConsequenceReason100%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
2025 2026 generative engine optimization GEO impact organic traffic conversions study AI search referrals publishers brands Google ↗
Google AI Overviews organic click through rate study 2025 2026 GEO citations conversions AI search Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 generative engine optimization GEO impact organic traffic conversions study AI search referrals publishers brands
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google AI Overviews organic click through rate study 2025 2026 GEO citations conversions AI search
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1