Real ChatGPT answer · index seedgRXDveRI7jwcompleteTelecom and utilities · energy efficiencycommercial
What do recent customer reviews say about the energy savings of blown in attic insulation versus batts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent customer reviews say about the energy savings of blown in attic insulation versus batts?
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). 1 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 blown-in attic insulation vs fiberglass batts homeowner reviews energy savings bills Google ↗
recent customer reviews blown-in attic insulation vs batt insulation energy savings homeowner reviews utility bills Google ↗
- Delta Insulation, LLC Reviews - Thomasville, NC · angi.com
- Those that added insulation to their attic, how noticeable was the difference in temp/comfort and utility bills? · reddit.com
- US Energy Savers Reviews - Ankeny, IA · angi.com
- Reviews for Knauf Insulation R30 Unfaced 24 in. x 48 in. Precut Fiberglass Insulation Batts for Attic - Class A Fire-Rated and Made in USA (1-Bag) · homedepot.com
- How to Shop for Home Insulation in 2025 · consumerreports.org
- 5 Types of Attic Insulation: Pros and Cons · angi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 blown-in attic insulation vs fiberglass batts homeowner reviews energy savings bills OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
recent customer reviews blown-in attic insulation vs batt insulation energy savings homeowner reviews utility bills OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |