We just got approved for roof financing through our bank, but what should I look out for regarding interest rates and hidden fees for a complete asphalt shingle replacement starting this week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We just got approved for roof financing through our bank, but what should I look out for regarding interest rates and hidden fees for a complete asphalt shingle replacement starting this week?
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
Massachusetts home improvement contractor contract requirements deposit change orders roofing permit consumer protection official 2026 Google ↗
FTC deferred interest financing APR loan origination fees consumer advice official Google ↗
- Massachusetts homeowner resources · mass.gov
- official sample contract · mass.gov
- HIC Contractor Resources · mass.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Massachusetts home improvement contractor contract requirements deposit change orders roofing permit consumer protection official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FTC deferred interest financing APR loan origination fees consumer advice official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |