Real ChatGPT answer · index seedNzMFGUjGAPQcompleteTelecom and utilities · energy efficiencycommercial

Review the top blown in cellulose attic insulation brands for R value retention over a twenty year period in a humid continental climate.

ChatGPTgpt-65 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Review the top blown in cellulose attic insulation brands for R value retention over a twenty year period in a humid continental climate.
5 real searches · 1 real-search pass
blown-in cellulose insulation brands Greenfiber Applegate Nu-Wool Cocoon R value settled density moisture technical dataGoogle ↗
OBSERVEDReason
cellulose insulation long term R value aging settling moisture humid climate building science 20 yearsGoogle ↗
OBSERVEDReason
Greenfiber INS 765 cellulose technical data R value settled density moistureGoogle ↗
OBSERVEDReason
Applegate cellulose insulation technical data R value settled densityGoogle ↗
OBSERVEDShort fact
Nu-Wool cellulose insulation technical data R value settled densityGoogle ↗
OBSERVEDShort fact

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 (5)
Short fact40%Other / navigationalComparisonConsequenceReason60%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
blown-in cellulose insulation brands Greenfiber Applegate Nu-Wool Cocoon R value settled density moisture technical data Google ↗
cellulose insulation long term R value aging settling moisture humid climate building science 20 years Google ↗
Greenfiber INS 765 cellulose technical data R value settled density moisture Google ↗
Applegate cellulose insulation technical data R value settled density Google ↗
Nu-Wool cellulose insulation technical data R value settled density Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
blown-in cellulose insulation brands Greenfiber Applegate Nu-Wool Cocoon R value settled density moisture technical data
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
cellulose insulation long term R value aging settling moisture humid climate building science 20 years
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Greenfiber INS 765 cellulose technical data R value settled density moisture
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Applegate cellulose insulation technical data R value settled density
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Nu-Wool cellulose insulation technical data R value settled density
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1