Real ChatGPT answer · index seedgHXne0JqWyYcompleteMarketing and advertising · local marketingcomparison

What are the main differences between using Yelp Ads and Google Ads for driving foot traffic to my local used bookstore in Albuquerque?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between using Yelp Ads and Google Ads for driving foot traffic to my local used bookstore in Albuquerque?
3 real searches · 1 real-search pass
Yelp Ads official business advertising features local search targeting pricing 2026Google ↗
OBSERVEDOther / navigational
Google Ads official local store visits location assets local search campaigns Performance Max store goals 2026Google ↗
OBSERVEDOther / navigational
Yelp Ads vs Google Ads small local business foot traffic comparison bookstoreGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Yelp Ads official business advertising features local search targeting pricing 2026 Google ↗
Google Ads official local store visits location assets local search campaigns Performance Max store goals 2026 Google ↗
Yelp Ads vs Google Ads small local business foot traffic comparison bookstore Google ↗
  1. CHAPTER 1 · business.yelp.com
  2. How does Yelp determine its search results? | Support Center · yelp-support.com
  3. About Performance Max for store goals · support.google.com
  4. About store visit conversions · support.google.com
  5. Program Features Reference · docs.developer.yelp.com
  6. Step 1: Create a campaign and choose a goal · support.google.com
  7. Google Ads · ads.google.com
  8. Google Business Profile · business.google.com
  9. Yelp for Business · business.yelp.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Yelp Ads official business advertising features local search targeting pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Ads official local store visits location assets local search campaigns Performance Max store goals 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Yelp Ads vs Google Ads small local business foot traffic comparison bookstore
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1