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Saving Advice
Saving Advice
Catherine Reed

Real-Estate Appraisal Bias: New AI Models Downgrade Older Neighborhoods — Hurting Homeowners Age 50+

Real-Estate Appraisal Bias: New AI Models Downgrade Older Neighborhoods — Hurting Homeowners Age 50+
Image source: shutterstock.com

If you’ve owned a home for years, you know value isn’t just a number on a screen—it’s the equity you’ve built with payments, repairs, and patience. So when a refinance, HELOC, or sale hinges on an appraisal that feels “off,” it can hit like a financial gut punch.

More lenders and real-estate platforms now lean on automated tools and data-driven models to estimate value, and that can change what gets emphasized. Older neighborhoods sometimes get judged by what’s nearby, what’s recently sold, or what’s missing on paper, even when the homes are solid and well kept. The result can be a lower valuation that limits options right when homeowners want flexibility. The good news is that you can prepare for this and push back when the value doesn’t match reality.

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