Real ChatGPT answer · index seed5G75vefaib0completeMarketing and advertising · ad platformscommercial
Which ad platform offers the best return on investment for local service businesses operating in the United States today
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which ad platform offers the best return on investment for local service businesses operating in the United States today
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
2026 best advertising platform ROI local service businesses United States Google Local Services Ads Google Ads Meta benchmarks cost per lead Google ↗
2026 local services advertising ROI benchmark Google Ads vs Facebook Ads home services United States Google ↗
- The 2026 Home Services Marketing Report: HVAC, Plumbing Lead Costs · angarummedia.com
- State of Local Advertising 2026 · localad.io
- 2026 Home Services Marketing Benchmarks · opusgroupusa.com
- Google Ads Benchmarks 2026: Competitive Data & Insights for Every Industry · wordstream.com
- Meta Ads vs Google Ads for Home Services (2026) · leadpriceindex.com
- Local Lead Price Index: Cost Per Lead by Trade · leadpriceindex.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best advertising platform ROI local service businesses United States Google Local Services Ads Google Ads Meta benchmarks cost per lead OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 local services advertising ROI benchmark Google Ads vs Facebook Ads home services United States OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |