Real ChatGPT answer · index seedOxS0eHb5C5IcompleteMarketing and advertising · local marketingcomparison
Is investing in local SEO better than running Google Local Services Ads for my HVAC company during the spring shoulder season?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is investing in local SEO better than running Google Local Services Ads for my HVAC company during the spring shoulder season?
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
HVAC local SEO vs Google Local Services Ads cost lead quality seasonal shoulder season 2026 Google ↗
Google Local Services Ads HVAC pricing lead disputes booking profile requirements official Google Google ↗
- Getting started with Local Services Ads - United States · support.google.com
- Reach Local Customers with Local Service Ads · business.google.com
- The 2026 Home Services Marketing Report: HVAC, Plumbing Lead Costs · angarummedia.com
- What Google Local Services Ads Actually Cost in 2026: A National Benchmark for Home Service Contractors · adgenius.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HVAC local SEO vs Google Local Services Ads cost lead quality seasonal shoulder season 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Local Services Ads HVAC pricing lead disputes booking profile requirements official Google OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |