A contractor just handed me a quote for roof repairs that is double what my neighbor paid last month for the exact same size house, so is this markup normal?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
A contractor just handed me a quote for roof repairs that is double what my neighbor paid last month for the exact same size house, so is this markup normal?
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
Fargo ND roof repair costs contractor pricing 2026 homeowner consumer protection roofing estimates Google ↗
Fargo North Dakota roof repair average cost 2026 roofing contractor estimates pricing Google ↗
- Roof Repair in Fargo, ND · 3droofs.com
- Roof Repair Cost in Fargo, ND (2026) · 3droofs.com
- How Much Does a New Roof Cost in North Dakota? · bestroofingestimates.com
- Hiring a Contractor · attorneygeneral.nd.gov
- Contractors | Secretary of State · sos.nd.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fargo ND roof repair costs contractor pricing 2026 homeowner consumer protection roofing estimates OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Fargo North Dakota roof repair average cost 2026 roofing contractor estimates pricing OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |