Real ChatGPT answer · index seedsTRjx5LaRKgcompleteReal estate · real estate investingcomparison

Is a cost segregation study by Madison Specifix worth the upfront engineering fee compared to standard MACRS depreciation for a newly acquired commercial strip mall?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a cost segregation study by Madison Specifix worth the upfront engineering fee compared to standard MACRS depreciation for a newly acquired commercial strip mall?
3 real searches · 1 real-search pass
Madison Specifix cost segregation study engineering fee services tax depreciationGoogle ↗
OBSERVEDReason
IRS cost segregation audit techniques guide bonus depreciation 100% property acquired after January 19 2025 2026Google ↗
OBSERVEDReason
IRS Publication 946 2025 nonresidential real property 39 years bonus depreciationGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Madison Specifix cost segregation study engineering fee services tax depreciation Google ↗
IRS cost segregation audit techniques guide bonus depreciation 100% property acquired after January 19 2025 2026 Google ↗
IRS Publication 946 2025 nonresidential real property 39 years bonus depreciation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Madison Specifix cost segregation study engineering fee services tax depreciation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS cost segregation audit techniques guide bonus depreciation 100% property acquired after January 19 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS Publication 946 2025 nonresidential real property 39 years bonus depreciation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1