Real ChatGPT answer · index seedTCvwnytOhYIcompleteMarketing and advertising · local marketinglocal

How can a shoe repair shop in Vinings measure local campaign ROI when most customers pay with cash and do not use coupons?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can a shoe repair shop in Vinings measure local campaign ROI when most customers pay with cash and do not use coupons?
1 real search · 1 real-search pass
shoe repair shop local marketing attribution cash customers tracking Google Business Profile calls local marketing ROIGoogle ↗
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
shoe repair shop local marketing attribution cash customers tracking Google Business Profile calls local marketing ROI Google ↗
  1. About local actions conversions · support.google.com
  2. About Local ads · support.google.com
  3. The Small Business · google.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
shoe repair shop local marketing attribution cash customers tracking Google Business Profile calls local marketing ROI
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1