Real ChatGPT answer · index seed17ElFsKBXn8completeMarketing and advertising · marketing agenciescommercial
Which marketing agencies have the best track record for helping home remodeling contractors scale their lead generation using AI tools responsibly?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which marketing agencies have the best track record for helping home remodeling contractors scale their lead generation using AI tools responsibly?
3 real searches · 1 real-search pass
marketing agencies home remodeling contractors lead generation case studies AI marketing contractorsGoogle ↗
OBSERVEDReason
home improvement contractor marketing agency case studies remodeling leads PPC SEOGoogle ↗
OBSERVEDReason
responsible AI marketing agency privacy transparency human oversight lead generation home servicesGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
marketing agencies home remodeling contractors lead generation case studies AI marketing contractors Google ↗
home improvement contractor marketing agency case studies remodeling leads PPC SEO Google ↗
responsible AI marketing agency privacy transparency human oversight lead generation home services Google ↗
- Venova Construction case study · advancedmarketers.co
- Tilghman Builders case study · lairedigital.com
- Stair Heros case study · searchpros.com
- Inspire Marketing case studies · inspireaigroup.com
- Reno Rise contractor case studies · reno-rise.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
marketing agencies home remodeling contractors lead generation case studies AI marketing contractors OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
home improvement contractor marketing agency case studies remodeling leads PPC SEO OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
responsible AI marketing agency privacy transparency human oversight lead generation home services OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |