Real ChatGPT answer · index seedTSwUHKEcIqocompleteReal estate · home valuationhowto

How do I factor in the energy efficiency tax credits for a newly installed architectural shingle roof when updating my pre-listing appraisal?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I factor in the energy efficiency tax credits for a newly installed architectural shingle roof when updating my pre-listing appraisal?
2 real searches · 1 real-search pass
IRS Energy Efficient Home Improvement Credit 25C roofing asphalt shingles 2026 terminated December 31 2025 OBBBAGoogle ↗
OBSERVED
Fannie Mae appraisal energy efficient improvements contributory value roof replacement comparable sales appraisalGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
IRS Energy Efficient Home Improvement Credit 25C roofing asphalt shingles 2026 terminated December 31 2025 OBBBA Google ↗
Fannie Mae appraisal energy efficient improvements contributory value roof replacement comparable sales appraisal Google ↗
  1. Improvements Section of the Appraisal Report · selling-guide.fanniemae.com
  2. Sales Comparison Approach Section of the Appraisal Report · guide-selling.fanniemae.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS Energy Efficient Home Improvement Credit 25C roofing asphalt shingles 2026 terminated December 31 2025 OBBBA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fannie Mae appraisal energy efficient improvements contributory value roof replacement comparable sales appraisal
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1