Real ChatGPT answer · index seedre5ykHAWgZocompleteMarketing and advertising · AI search and generative engine optimizationlocal

Looking for a budget-friendly digital marketing agency in Minneapolis that knows how to optimize for ChatGPT search

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a budget-friendly digital marketing agency in Minneapolis that knows how to optimize for ChatGPT search
1 real search · 1 real-search pass
Minneapolis digital marketing agency generative engine optimization ChatGPT search optimization affordable small business 2026Google ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Minneapolis digital marketing agency generative engine optimization ChatGPT search optimization affordable small business 2026 Google ↗
  1. Butter Marketing · buttermarketing.com
  2. Minnesota SEO Company · minnesotaseo.company
  3. Minneapolis Made · minneapolismade.com
  4. askotter Minneapolis · askotter.ai
  5. CorInteractive GEO services · corinteractive.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Minneapolis digital marketing agency generative engine optimization ChatGPT search optimization affordable small business 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1