Real ChatGPT answer · index seedQy8m1NyMMr8completeHome services and improvement · contractors and remodelingcomparison
Is fixing a leaky roof myself using cheap materials safer than hiring budget roofing contractors near me this spring
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is fixing a leaky roof myself using cheap materials safer than hiring budget roofing contractors near me this spring
1 real search · 1 real-search pass
roof repair DIY safety fall risk OSHA homeowner roof leak temporary repair contractor insurance TexasGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
roof repair DIY safety fall risk OSHA homeowner roof leak temporary repair contractor insurance Texas Google ↗
- Making repairs after a storm · tdi.texas.gov
- Selecting A Roofing Contractor · rcat.net
- OSHA FACTSHEET REDUCING FALLS DURING RESIDENTIAL CONSTRUCTION- ROOF REPAIR 9-16-11:OSHA FACTSHEET HIPPA/WHISTLE · osha.gov
- Fall Protection in Residential Construction - OSHA Guidance Document · osha.gov
- When are water damage and mold covered by insurance? · tdi.texas.gov
- Temporary and Permanent Repairs - TWIA · twia.org