Real EstateComplex automationSeveral jobs working together: multi-stage pipelines with state, branching on rules or AI decisions, approvals or escalations, 4+ systems, AI agents that act, or reconciliation across sources. Usually rolled out in stages.

Listing copy in four languages before the photos finish uploading

For: High-end residential agency in a coastal tourist market

Typical impact

Listing copy ready in 3 minutes

High-end agencies selling to international buyers need every listing in four languages and often wait days for translators. An AI flow drafts polished Hebrew, English, French and Russian copy in about three minutes, approved with one tap on WhatsApp.

Typical results

₪0

Translator spend

+44%

Listings published monthly

Same day

Intake to live listing

Figures reflect typical results for this kind of automation.

The challenge

Selling to tourists and relocators means marketing in four languages, but the agency's process was painful: brief a copywriter, wait for translations, chase revisions. A listing took four days to go live, translator fees ran about ₪900 per property, and in a hot coastal market those four days often meant the buyer found it somewhere else first.

Before and after

Before With the automation

Intake to live listing

−92%
96 hours
8 hours

Translation cost per listing

−100%
900 ₪
0 ₪

Listings published monthly

+44%
18 listings
26 listings

The automation

We connected the CRM to an AI content flow in Make. The moment a property is saved with photos, OpenAI reads the specs and images and writes four native-quality descriptions — Hebrew, English, French, and Russian — following the agency's tone guide rather than translating word for word. All four drafts arrive in the listing agent's WhatsApp for one-tap approval, then sync back to the CRM and publish to portals automatically.

How it works

  1. 01

    Property lands in CRM

    The agent saves the specs and uploads the photo set; the copy flow triggers instantly.

  2. 02

    AI reads specs and photos

    OpenAI builds a feature list from the data and the images — sea view, renovated kitchen, private parking.

  3. 03

    Four drafts, one voice

    Polished descriptions in Hebrew, English, French, and Russian, each written to the agency's tone guide rather than translated word for word.

  4. 04

    One-tap approval

    All four drafts arrive in the listing agent's WhatsApp; approving or requesting a tweak takes a single tap.

  5. 05

    Published everywhere

    Approved copy syncs back to the CRM and pushes out to the portals and website automatically.

Starts from

  • New property in CRM
  • Photo set uploaded

Delivers

  • Descriptions in 4 languages
  • One-tap WhatsApp approval
  • Auto-publish to portals

The impact

Copy in four languages is ready about three minutes after intake, and listings that took four days to go live publish the same day. Translator spend falls to near zero, a team can typically grow from 18 to 26 listings a month without hiring, and international inquiries per listing tend to climb.

Questions about this automation

How does the AI write a listing description?

When a property is saved in the CRM with its photo set, OpenAI reads the specs and images and builds a feature list, such as a sea view, a renovated kitchen or private parking. It then writes the description following the agency's tone guide, at the length and structure each portal expects.

Are the other languages translations of the first draft?

Each language version is written from the same feature list directly in that language, following the tone guide, so the phrasing reads naturally to native speakers. The setup covers Hebrew, English, French and Russian, and languages can be added or removed per agency without changing the rest of the flow.

How does approval on WhatsApp work?

All drafts arrive in the listing agent's WhatsApp together. One tap approves them, and a reply with a comment sends a specific language back for revision. Approved copy is written back to the CRM and published to the portals and website. This is a multi-step build, usually rolled out in stages, with portal publishing added last.

Real Estate

Related automation examples

View all 60 examples

Want this in your business?

We map it to the tools you already use and show you where it saves the most time, in a free 30-minute call.