Real ChatGPT answer · index seedkTOYKs2PBJccompleteMarketing and advertising · local marketingcomparison
Compare the setup process and lead quality of Google Local Service Ads versus traditional Facebook local awareness ads for a residential HVAC business.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the setup process and lead quality of Google Local Service Ads versus traditional Facebook local awareness ads for a residential HVAC business.
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 HVAC setup requirements verification lead dispute process official Google 2026 Google ↗
Meta Ads local awareness objective location targeting leads campaign setup official Meta 2026 Google ↗
- Getting started with Local Services Ads - United States · support.google.com
- Reach Local Customers with Local Service Ads · business.google.com
- Meta Ad Guidance 2024 · bpb-us-w2.wpmucdn.com
- Meta Ads statistics for local business, traced to source · shrutiparashar.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Local Services Ads HVAC setup requirements verification lead dispute process official Google 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Meta Ads local awareness objective location targeting leads campaign setup official Meta 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |