Real ChatGPT answer · index seedTUkmUxnU5zwcompleteMarketing and advertising · SEOlocal

Where is the best local digital marketing agency in Chicago that specializes in fixing site speed and SEO for plumbers?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where is the best local digital marketing agency in Chicago that specializes in fixing site speed and SEO for plumbers?
1 real search · 1 real-search pass
Chicago digital marketing agency plumber SEO website speed optimization case studies agencyGoogle ↗
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
Chicago digital marketing agency plumber SEO website speed optimization case studies agency Google ↗
  1. Flamingo Agency – Plumbing Marketing · flamingoagency.com
  2. Rescue Marketing · rescuemarketing.co
  3. Plumber Marketing Case Study · rescuemarketing.co
  4. Comrade Plumbing Marketing · comradeweb.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Chicago digital marketing agency plumber SEO website speed optimization case studies agency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1