Real Estate Agent

Real Estate Agent scores 24/100 on this site's structural exposure measure — heavily dragged down by how much of the job's content (comps analysis, listing copy, scheduling, contract paperwork) overlaps with what generative AI already handles well, and AI-native platforms like Zillow now market themselves explicitly as an operating system for the transaction.

What the score misses is a real, personally-enforced fiduciary wall: every state imposes a fiduciary duty of loyalty, disclosure, and reasonable care on a licensed agent representing a client, and courts routinely impose personal liability — and license revocation — on agents for breach of fiduciary duty, negligent misrepresentation, or failing to disclose a known defect. That liability attaches to the individual license holder, not a platform.

There's also a directly relevant disconfirming case study: Zillow's own algorithmic home-buying business, Zillow Offers, shut down in November 2021 after losing hundreds of millions of dollars mispricing homes at scale — direct evidence that a purely algorithmic approach to real estate transactions struggled against the local, case-by-case judgment human agents provide. National Association of Realtors membership has fallen roughly 19% from its October 2022 peak (1. 6 million) to around 1.

3 million by late 2025, but every industry source attributes that decline to a slow housing market (high rates, low inventory) and the NAR commission-settlement fallout pushing out low-volume part-timers, not to AI displacement. Commission rates have held essentially flat — 5. 44% average in mid-2025, up slightly from 5. 32% the year before — despite predictions of AI-driven compression.