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Use case · AI listings

AI listings, written from your real units — not made up.

Generic AI writes from nothing and gets the price, status and details wrong. Propcore’s listing agent writes every description and portal listing from your governed inventory — in EN and ES, formatted for Bayut, Property Finder and Idealista. Accurate, because it’s grounded in your data.

See how it works
EN + ESevery listing generated from the real unit, in both languages
propcore.app / listings / A-1612
Source unitA-16122BR · 96 m² · AED 2.35M
GeneratedEN+ ESgrounded

South-facing 2-bedroom in Northbank Quarter, Building A — 96 m², handover Q4 2027. Launch price AED 2.35M on a 60/40 plan.

Bayut ready PF ready from live data

The problem

Generic AI listing tools don’t know your inventory.

They write from a prompt, not your record — so they guess the price, miss the payment plan, and produce US-MLS boilerplate that doesn’t fit Bayut or an off-plan launch. And when a buyer notices the AI gloss, they stop trusting the listing.

Generic AI generator guesses

Writes from a prompt: wrong price, no payment plan, generic tone, one language. Re-do it every time the unit changes.

Propcore listing agent grounded

Writes from the unit: real price, size, view, payment plan — EN + ES, per-portal format. Regenerates itself when the unit changes.

How it works

From a unit to a portal-ready listing.

01

It reads the real unit

Price, beds, size, floor, view, status and payment plan — straight from your governed inventory.

02

It writes, grounded

A description, headline and portal listing in EN and ES, formatted for each portal — only from facts in the record.

03

It stays current

Reprice or reserve the unit and the listing regenerates — no stale number on a portal, ever.

Proof

Watch a unit become a listing.

Demo loop · unit → EN + ES listing, Bayut-formatted
0:12 — pick a unit; a grounded EN + ES listing, ready for the portal, in seconds.

Portals included

Formatted for the portals your buyers use.

FAQ

AI listings, answered.

No — that's the whole point. The listing agent writes only from your governed record: the real price, size, beds, view, status and payment plan. It can't state a number that isn't in your inventory, so the listing can't drift from the truth.

EN and ES from the same unit, formatted for each portal — Bayut, Property Finder, Dubizzle, Idealista — with the right field lengths and tone. More languages and portals as we expand.

Yes. Every listing is a draft you can tweak; per-portal overrides sit on top without breaking the link to the source unit. Edit once, or let it run.

The listing is regenerated from the live record — so a repriced or reserved unit never shows an old number on a portal. Always current, automatically.

Listings that can’t lie about your inventory.

See the listing agent run against two of your real projects.