Can you help me find a certified home repair contractor in Cleveland who can quote a bathroom remodel by next month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me find a certified home repair contractor in Cleveland who can quote a bathroom remodel by next month?
4 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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Cleveland Ohio certified licensed bathroom remodeling contractor estimates certifications reviews Google ↗
bathroom remodeling contractors Google ↗
licensed certified bathroom remodelers Google ↗
home improvement contractors Google ↗
- Best Bathroom Remodeling Companies in Cleveland, OH · bestpickreports.com
- SemBro Design & Supply Reviews · bestpickreports.com
- Re-Bath · contractorsranked.com
- RB Pro Inc. Reviews - Cleveland, OH · homeadvisor.com
- Top-Rated Bathroom Remodels Experts in Cleveland, OH · homeadvisor.com
- Top-Rated Bathroom Remodels Experts in Cleveland, OH · homeadvisor.com
- Consumer Affairs · clevelandohio.gov
- Consumer Affairs · clevelandohio.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Cleveland Ohio certified licensed bathroom remodeling contractor estimates certifications reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
bathroom remodeling contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
licensed certified bathroom remodelers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
home improvement contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |