TruVerifAI

Real Estate

Multi-model AI verification examples for real estate professionals.

A ranking of NYC's hottest neighborhoods, built entirely on search clicks

StreetEasy ranks the city's "neighborhoods to watch" by search growth — but four frontier models found it omits closed sales, financing costs, and real inventory, the things that actually decide whether a neighborhood is a good buy.

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A "buyer's market" call that never priced in who's actually buying

Redfin tells buyers they hold the leverage. Four models found the commission shift, builder buydowns, and cash buyers that could flip that call — plus numbers that conflict with the official benchmarks.

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A 2026 forecast that tells buyers to relax — and skips what would change their math

Rocket Mortgage's housing outlook promised easing rates and improving affordability — but left out the insurance bills, credit overlays, and rent-versus-buy math that actually decide whether a purchase pencils out.

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A quarterly report that reads like a safe harbor — and the risks it sails right past

Compass Commercial's Q4 2025 "Compass Points" calls Bend an "Unexpected Safehaven." Four models found the cap rates, the 2026 maturity wall, and the multifamily slide it never put on the page.

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A brokerage said its $2B goal was "well underway." Its own numbers said otherwise.

A Keller Williams production update sold momentum across Queens, Brooklyn, and Long Island — but never annualized its own pace, and never mentioned the record-low inventory that may be capping it.

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The forecast says payments drop below 30% of income. It never priced the insurance.

Realtor.com's 2026 outlook promises buyers breathing room — but its affordability math leaves out insurance, taxes, commission costs, and credit access that decide whether a deal actually closes.

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A monthly read on commercial property — and the data it never shows

NAR's Commercial Real Estate Market Insights sets the tone for thousands of brokers, lenders, and investors — but a four-model panel found the cap rates, the CMBS maturity wall, and the metro splits that decide a deal were never on the page.

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A vendor's 2026 marketing playbook that never mentions its own antitrust settlement

RealPage tells operators to invest in AI-driven pricing and automated leasing — while the legal, oversupply, and fair-housing risks that actually move multifamily occupancy go unnamed.

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A price index that says prices are recovering — without the one number that decides it

CoStar's CCRSI tells leveraged buyers that commercial prices are stabilizing — but a price index built on closed sales never names what it costs to borrow, hiding the maturity wall, the credit squeeze, and the office distress that decide whether the recovery is real.

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A "2026" property-tax guide built entirely on 2024 data

Better.com's state-by-state rankings look authoritative — but a 2024 average can't tell a buyer what their tax bill resets to on closing day, and four models found seven cost drivers it never mentions.

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