Real ChatGPT answer · index seedv8BFzuOGlIscompleteReal estate · property managementinformational

What home improvements can I depreciate immediately versus what I have to write off slowly over twenty seven years?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What home improvements can I depreciate immediately versus what I have to write off slowly over twenty seven years?
2 real searches · 1 real-search pass
IRS Publication 527 residential rental property repairs improvements depreciation 27.5 years 2026Google ↗
OBSERVEDConsequence
IRS Publication 946 bonus depreciation 100% property acquired after January 19 2025 qualified improvement property section 179Google ↗
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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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
IRS Publication 527 residential rental property repairs improvements depreciation 27.5 years 2026 Google ↗
IRS Publication 946 bonus depreciation 100% property acquired after January 19 2025 qualified improvement property section 179 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS Publication 527 residential rental property repairs improvements depreciation 27.5 years 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS Publication 946 bonus depreciation 100% property acquired after January 19 2025 qualified improvement property section 179
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1