Real ChatGPT answer · index seedIa5fTcyCQ9UcompleteMarketing and advertising · local marketingcomparison
Calculate the projected ROI of localized paid search campaigns compared to organic Google Maps optimization for an emergency HVAC repair company in Chicago.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Calculate the projected ROI of localized paid search campaigns compared to organic Google Maps optimization for an emergency HVAC repair company in Chicago.
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
Chicago emergency HVAC repair Google Ads cost per click CPC HVAC 2025 2026 Google ↗
HVAC local SEO Google Maps lead generation benchmarks conversion rate local services 2025 Google ↗
- Google Ads CPC in Chicago (2026) · ppcchief.com
- 2025 Search Ad Benchmarks for Home Services (+Expert Tips & Insights) · localiq.com
- HVAC Google Ads CPC 2026: Emergency Clicks Cost $83.57 · suffdigital.com
- HVAC SEO ROI Benchmarks (2025 Data) · searchlightdigital.io
- Lead Conversion for Local Service Websites: Turning Visitors Into Phone Calls · getlocalbuilder.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Chicago emergency HVAC repair Google Ads cost per click CPC HVAC 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
HVAC local SEO Google Maps lead generation benchmarks conversion rate local services 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |