
Luke Metcalfe
Founder and data scientist at Microburbs who researches and models suburb-level property data and capital growth using extensive historical datasets and analytics.
Best podcasts with Luke Metcalfe
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Feb 17, 2026 • 52min
806 chatGPT advice, real investor returns & what drives capital growth with Luke Metcalfe
Luke Metcalfe, founder and data scientist at Microburbs who models suburb-level property data. He discusses whether AI like ChatGPT can pick hotspots and where it fails. Short takes on machine strengths versus human nuance. How Microburbs finds suburbs and street-level winners. Why top investors vastly outperform medians, the value of views and scarcity, unit supply risk, NIMBY signals and migration’s sweet spot for growth.


