Real ChatGPT answer · index seedf1MMDLCqzHscompleteHome services and improvement · contractors and remodelingcomparison
Can you compare Thumbtack versus Angi lead generation costs for a small residential remodeling business trying to scale up this quarter
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Thumbtack versus Angi lead generation costs for a small residential remodeling business trying to scale up this quarter
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
Angi leads pricing contractors cost per lead remodeling 2026 pricing model Google ↗
Thumbtack pro lead pricing home remodeling contractors cost per lead 2026 budget control Google ↗
- Remodeling Leads Cost 2026: Contractor Cost Per Lead · tradecpl.com
- Average Cost Per Lead by Trade 2026 (Roofing, Restoration, Remodeling) · tradecpl.com
- Jobs on Thumbtack · thumbtack.com
- Billing: Frequently Asked Questions · intercom.help
- Pros · thumbtack.com
- How to set the right lead budget as a new pro · community.thumbtack.com
- Leads and Opportunities · intercom.help
- ANGI SERVICE PROFESSIONAL AGREEMENT · angi.pactsafe.io
- View contractor signup and lead options · angi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Angi leads pricing contractors cost per lead remodeling 2026 pricing model OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Thumbtack pro lead pricing home remodeling contractors cost per lead 2026 budget control OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |