Real ChatGPT answer · index seedpAT3XWbFrIIcompleteHome services and improvement · contractors and remodelingcomparison
Comparing Thumbtack leads versus Angi list cost guides to see which platform provides a better ROI for my remodeling business this quarter.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Thumbtack leads versus Angi list cost guides to see which platform provides a better ROI for my remodeling business this quarter.
3 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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Thumbtack contractor lead pricing 2026 remodeling pros cost per lead budget controls official Google ↗
Angi advertising contractor pricing cost per lead 2026 remodeling pros official Google ↗
Thumbtack vs Angi leads contractor reviews ROI remodeling 2026 Google ↗
- Opportunities and Leads: Frequently Asked Questions · intercom.help
- ANGI SERVICE PROFESSIONAL AGREEMENT · angi.pactsafe.io
- Thumbtack vs. Angi: Which is better for contractors? · housecallpro.com
- Angi vs Thumbtack for Contractors: 2026 Cost Breakdown · opusgroupusa.com
- What Thumbtack Leads Actually Cost in 2026 (5,985 Leads Analyzed) · tacktoolspro.com
- Contractor Lead Cost Data Explorer: By Trade, Service, City & Source · tradecpl.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Thumbtack contractor lead pricing 2026 remodeling pros cost per lead budget controls official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Angi advertising contractor pricing cost per lead 2026 remodeling pros official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Thumbtack vs Angi leads contractor reviews ROI remodeling 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |