Real ChatGPT answer · index seedloeaKrZknL0completeMarketing and advertising · local marketingbrand

What are people on Reddit saying about the ROI of using Yelp Ads for local contractors in 2024 compared to putting that money into Google Maps optimization?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are people on Reddit saying about the ROI of using Yelp Ads for local contractors in 2024 compared to putting that money into Google Maps optimization?
3 real searches · 1 real-search pass
Reddit Yelp Ads vs Google Maps SEO local contractors ROI experiences 2024Google ↗
OBSERVEDComparison
site:reddit.com/r/smallbusiness Yelp Ads contractor ROI Google Maps SEO local service businessGoogle ↗
OBSERVEDOther / navigational
site:reddit.com/r/Entrepreneur Yelp advertising contractors leads cost Google Business Profile optimizationGoogle ↗
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 (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
Reddit Yelp Ads vs Google Maps SEO local contractors ROI experiences 2024 Google ↗
site:reddit.com/r/smallbusiness Yelp Ads contractor ROI Google Maps SEO local service business Google ↗
site:reddit.com/r/Entrepreneur Yelp advertising contractors leads cost Google Business Profile optimization Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Reddit Yelp Ads vs Google Maps SEO local contractors ROI experiences 2024
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:reddit.com/r/smallbusiness Yelp Ads contractor ROI Google Maps SEO local service business
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:reddit.com/r/Entrepreneur Yelp advertising contractors leads cost Google Business Profile optimization
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1