Real ChatGPT answer · index seedFx3Lx8WQx5QcompleteMarketing and advertising · AI search and generative engine optimizationlocal

Can you recommend a digital marketing firm near downtown Pittsburgh with proven case studies in recovering organic traffic lost to Google AI Overviews?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend a digital marketing firm near downtown Pittsburgh with proven case studies in recovering organic traffic lost to Google AI Overviews?
1 real search · 1 real-search pass
Pittsburgh SEO agency case studies Google AI Overviews organic traffic recovery PittsburghGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Pittsburgh SEO agency case studies Google AI Overviews organic traffic recovery Pittsburgh Google ↗
  1. Website and Pittsburgh AI-search services · webtonic.io
  2. Read P&M Paving case study · sixthcitymarketing.com
  3. Agency website · sixthcitymarketing.com
  4. Read Bactronix case study · walkwithpic.com
  5. Agency website · walkwithpic.com
  6. Read Cawley PT case study · lseo.com
  7. Agency website · lseo.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pittsburgh SEO agency case studies Google AI Overviews organic traffic recovery Pittsburgh
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1