Real ChatGPT answer · index seedZwA8iglwCyEcompleteHome services and improvement · contractors and remodelingbrand
Can you compare the current pricing and contractor feedback for Thumbtack versus Houzz Pro for generating quality remodeling leads
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the current pricing and contractor feedback for Thumbtack versus Houzz Pro for generating quality remodeling leads
3 real searches · 1 real-search pass
Thumbtack contractor pricing lead costs 2026 pros cons contractor reviews remodeling leadsGoogle ↗
OBSERVEDReason
Houzz Pro pricing 2026 contractor leads cost reviews pros cons remodeling leadsGoogle ↗
OBSERVEDOther / navigational
Thumbtack vs Houzz Pro contractor lead quality feedback remodeling contractors 2025 2026Google ↗
OBSERVEDComparison
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
Thumbtack contractor pricing lead costs 2026 pros cons contractor reviews remodeling leads Google ↗
Houzz Pro pricing 2026 contractor leads cost reviews pros cons remodeling leads Google ↗
Thumbtack vs Houzz Pro contractor lead quality feedback remodeling contractors 2025 2026 Google ↗
- How Much Does Thumbtack Charge for Leads? Pricing, Refunds · contractorreferralpartners.com
- What Thumbtack Leads Actually Cost in 2026 (5,985 Leads Analyzed) · tacktoolspro.com
- Houzz Pro Pricing: All-in-One Business Solution for Home Design & Remodeling Professionals · houzz.com
- Houzz Pro Pricing 2026: Plans for Firms of All Sizes, Including Large Firms · pro.houzz.com
- Contractors using thumbtack PRO, what’s your rate of return? · reddit.com
- Contractor opinion after spending $4,300 in two years · reddit.com
- Is anyone else dealing with terrible lead quality on Thumbtack lately? · reddit.com
- For the pros still using Thumbtack, what makes it worth it for you? · reddit.com
- Find Home Remodeling Leads & Grow Your Business · pro.houzz.com
- Houzz Pro Software Pricing, Alternatives & More 2026 · capterra.com
- Houzz Pro Reviews 2026. Verified Reviews, Pros & Cons · capterra.com
- Houzz Pro Software Reviews, Demo & Pricing · softwareadvice.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Thumbtack contractor pricing lead costs 2026 pros cons contractor reviews remodeling leads OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Houzz Pro pricing 2026 contractor leads cost reviews pros cons remodeling leads OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Thumbtack vs Houzz Pro contractor lead quality feedback remodeling contractors 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |