Real ChatGPT answer · index seedUyiH5VhrahscompleteMarketing and advertising · local marketingcomparison
Is Google Local Services Ads better than traditional Yelp ads for getting urgent plumbing calls in my city
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Google Local Services Ads better than traditional Yelp ads for getting urgent plumbing calls in my city
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Local Services Ads plumbing pay per lead eligibility Google official 2026 Google ↗
Yelp Ads plumbing advertising pay per click official 2026 Google ↗
- Reach Local Customers with Local Service Ads · business.google.com
- Getting started with Local Services Ads - United States · support.google.com
- How can I lower my Cost Per Click? | Support Center · yelp-support.com
- yelp-20241231 · sec.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Local Services Ads plumbing pay per lead eligibility Google official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Yelp Ads plumbing advertising pay per click official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |