Real ChatGPT answer · index seedcr9f6LxYWm0completeHome services and improvement · cleaning servicescomparison
Is Thumbtack better than Angi when I am searching for bonded and insured commercial cleaners for our local retail storefront?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Thumbtack better than Angi when I am searching for bonded and insured commercial cleaners for our local retail storefront?
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
Thumbtack vs Angi commercial cleaning contractors insurance verification business customers 2026 Google ↗
Thumbtack pro insurance requirements background checks Angi service professional insurance requirements commercial cleaning Google ↗
- Your Safety · thumbtack.com
- Safety · thumbtack.com
- Frequently Asked Questions · angi.com
- Frequently Asked Questions · angi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Thumbtack vs Angi commercial cleaning contractors insurance verification business customers 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Thumbtack pro insurance requirements background checks Angi service professional insurance requirements commercial cleaning OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |