Real ChatGPT answer · index seedsomRRmcaTT4completeHome services and improvement · contractors and remodelinghowto

What is the most cost-effective method to insulate and finish the interior of a newly built wooden backyard shed?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most cost-effective method to insulate and finish the interior of a newly built wooden backyard shed?
1 real search · 1 real-search pass
DOE Building America mixed humid climate wood frame wall insulation vapor retarder fiberglass batt air sealing guidanceGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
DOE Building America mixed humid climate wood frame wall insulation vapor retarder fiberglass batt air sealing guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE Building America mixed humid climate wood frame wall insulation vapor retarder fiberglass batt air sealing guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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