Real ChatGPT answer · index seeddoiQ1PCu9FQcompleteReal estate · real estate investingcomparison

Evaluate Roofstock marketplace listings for multifamily properties in the Midwest and tell me if their cap rate projections usually hold up against actual operating expenses.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Roofstock marketplace listings for multifamily properties in the Midwest and tell me if their cap rate projections usually hold up against actual operating expenses.
3 real searches · 1 real-search pass
Roofstock marketplace Midwest multifamily listings cap rate operating expenses actual financialsGoogle ↗
OBSERVEDReason
Roofstock multifamily marketplace listing financials expense assumptions property management taxes insurance maintenanceGoogle ↗
OBSERVEDReason
Roofstock reviews multifamily cap rate actual expenses investors operating costsGoogle ↗
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
Roofstock marketplace Midwest multifamily listings cap rate operating expenses actual financials Google ↗
Roofstock multifamily marketplace listing financials expense assumptions property management taxes insurance maintenance Google ↗
Roofstock reviews multifamily cap rate actual expenses investors operating costs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Roofstock marketplace Midwest multifamily listings cap rate operating expenses actual financials
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Roofstock multifamily marketplace listing financials expense assumptions property management taxes insurance maintenance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Roofstock reviews multifamily cap rate actual expenses investors operating costs
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1