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Artificial Intelligence

Published posts in this category.

How to Detect Duplicate Property Listings With AI

10/18/2026

How to Detect Duplicate Property Listings With AI

Duplicate listings waste buyer attention and poison analytics. Build an AI-assisted pipeline that fingerprints exact matches, scores near-duplicates with embeddings and photo hashes, and routes borderline pairs to review.

By Muhammad Wilayat Shah

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Scatter plot of rental comparables with a trend line and an estimated rent badge beside the title AI Rent Estimator

10/17/2026

How to Build an AI Rent Estimator for Listings

Pricing a rental from memory leaves money on the table or units sitting empty. Learn how to build an AI rent estimator that returns honest ranges, real comparables and estimates agents can trust.

By Muhammad Wilayat Shah

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