Real ChatGPT answer · index seed0Udcdb9I3nocompleteMarketing and advertising · local marketingcommercial
How much should a local HVAC company in Phoenix be budgeting for Google Ads right now to get a decent return on ad spend?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much should a local HVAC company in Phoenix be budgeting for Google Ads right now to get a decent return on ad spend?
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). 1 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
Phoenix HVAC Google Ads cost per click cost per lead 2026 HVAC PPC benchmarks Arizona Google ↗
HVAC Google Ads benchmarks 2026 average cost per lead conversion rate home services Google ↗
- 2026 Arizona Digital Advertising Benchmark Report | Colling Media · stagingsite-xldsn.collingmedia.com
- 2026 Google Ads Benchmarks for Home Services · cfmdigital.com
- HVAC Google Ads Statistics 2026: CPC & CPL · webtonic.io
- HVAC Google Ads CPC 2026: Emergency Clicks Cost $83.57 · suffdigital.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Phoenix HVAC Google Ads cost per click cost per lead 2026 HVAC PPC benchmarks Arizona OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
HVAC Google Ads benchmarks 2026 average cost per lead conversion rate home services OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |