Real ChatGPT answer · index seeddREehnrDzWocompleteHome services and improvement · contractors and remodelinginformational

are there any tax credits or rebates available in 2024 for upgrading our old drafty siding to energy efficient insulated options

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
are there any tax credits or rebates available in 2024 for upgrading our old drafty siding to energy efficient insulated options
2 real searches · 1 real-search pass
2024 California home insulation rebates exterior wall insulation utility incentives federal 25C IRS rulesGoogle ↗
OBSERVEDComparison
2024 federal Energy Efficient Home Improvement Credit exterior wall insulation siding 25C IRS California rebates insulated sidingGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

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
2024 California home insulation rebates exterior wall insulation utility incentives federal 25C IRS rules Google ↗
2024 federal Energy Efficient Home Improvement Credit exterior wall insulation siding 25C IRS California rebates insulated siding Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 California home insulation rebates exterior wall insulation utility incentives federal 25C IRS rules
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2024 federal Energy Efficient Home Improvement Credit exterior wall insulation siding 25C IRS California rebates insulated siding
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1