How much does it typically cost to upgrade attic insulation and install baffles for better ventilation during a roof replacement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it typically cost to upgrade attic insulation and install baffles for better ventilation during a roof replacement?
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 attic insulation cost baffles installation cost average home Google ↗
2026 attic insulation installation cost per square foot baffle installation cost roof replacement Virginia Google ↗
- How Much Does Attic Insulation Cost? [2026 Data] · angi.com
- How Much Does Attic Insulation Cost? (2026) · homeguide.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 attic insulation cost baffles installation cost average home OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 attic insulation installation cost per square foot baffle installation cost roof replacement Virginia OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |