Real ChatGPT answer · index seedFcA2KybHRC4completeMarketing and advertising · AI search and generative engine optimizationlocal

Find me a cheap SEO expert in Edina who understands Perplexity ranking factors and AI search optimization

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Find me a cheap SEO expert in Edina who understands Perplexity ranking factors and AI search optimization
1 real search · 1 real-search pass
Edina Minnesota affordable SEO consultant Perplexity optimization AI search optimization GEO servicesGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Edina Minnesota affordable SEO consultant Perplexity optimization AI search optimization GEO services Google ↗
  1. Minneapolis SEO Services Agency · buttermarketing.com
  2. GEO Services in Edina, MN, United States · krptechsolutions.com
  3. SEO Services Company Edina Minnesota, SEO Consulting · affordableseoexpert.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Edina Minnesota affordable SEO consultant Perplexity optimization AI search optimization GEO services
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1