Real ChatGPT answer · index seedMLpZBUErhP4completeHome services and improvement · roofingcommercial
What are the latest industry standards for an annual roof inspection checklist guide for suburban homes in the northeast
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the latest industry standards for an annual roof inspection checklist guide for suburban homes in the northeast
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
2026 roofing industry annual roof inspection checklist best practices NRCA residential roof inspection maintenance Northeast snow ice dams Google ↗
2026 residential roof inspection guidance asphalt shingles flashing attic ventilation ice dams IBHS NRCA Google ↗
- TECH TODAY # Maintaining residential roof systems · nrca.net
- Roof inspection checklist: What to check, inside and out · nrcia.org
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
- Roof Guide: Codes & Standards – Insurance Institute for Business & Home Safety · ibhs.org
- NRCIA® · nrcia.org
- Quality Control Guidelines for the Application of Asphalt Shingle Roof Systems (Digital) · industry.nrca.net
- NRCA offers guide for building owners | 2026-06-23 · nrca.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 roofing industry annual roof inspection checklist best practices NRCA residential roof inspection maintenance Northeast snow ice dams OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 residential roof inspection guidance asphalt shingles flashing attic ventilation ice dams IBHS NRCA OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |