Our remodeling contractor is threatening to put a mechanics lien on our house over a dispute about extra costs we never approved, so what should we do today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Our remodeling contractor is threatening to put a mechanics lien on our house over a dispute about extra costs we never approved, so what should we do today?
2 real searches · 1 real-search pass
Pennsylvania mechanics lien law residential home improvement contractor change orders written approval deadlines homeowner official statuteGoogle ↗
OBSERVEDReason
Pennsylvania Home Improvement Consumer Protection Act written change orders additional work contract official attorney generalGoogle ↗
OBSERVEDReason
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
Pennsylvania mechanics lien law residential home improvement contractor change orders written approval deadlines homeowner official statute Google ↗
Pennsylvania Home Improvement Consumer Protection Act written change orders additional work contract official attorney general Google ↗
- Act of Oct. 17, 2008,P.L. 1645, No. 132 Cl. 12 - HOME IMPROVEMENT CONSUMER PROTECTION ACT · palegis.us
- Act of Oct. 17, 2008,P.L. 1645, No. 132 Cl. 12 - HOME IMPROVEMENT CONSUMER PROTECTION ACT · legis.state.pa.us
- Chapter 5 - Act of Aug. 24, 1963,P.L. 1175, No. 497 Cl. 49 · palegis.us
- Act of Aug. 24, 1963,P.L. 1175, No. 497 Cl. 49 · legis.state.pa.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania mechanics lien law residential home improvement contractor change orders written approval deadlines homeowner official statute OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pennsylvania Home Improvement Consumer Protection Act written change orders additional work contract official attorney general OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |