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Curious Context Labs

Marketing · Custom app

Property listing descriptions

AI property listing descriptions for estate agents

Agent notes, floor plans and photos become listing copy for each portal, written to your style and checked against what is actually in the property.

01 today

The problem

Agents write listing copy late at night after viewings, from memory and scribbled notes. Descriptions read the same across properties, and details such as parking or room sizes are sometimes wrong. Holiday lets and hotels face the same job for every room type.

02 the run

What the AI does

  1. Step 1: Takes the agent's voice note or bullet points, the floor plan and the photo set for a property.
  2. Step 2: Pulls room sizes, features and council tax or strata details from the floor plan and CRM record.
  3. Step 3: Drafts a headline and description for each portal, within its length limits and in your agency's tone.
  4. Step 4: Checks every stated feature against the notes and photos and flags anything it cannot support.
  5. Step 5: Saves the approved copy back to the CRM, ready to publish to the portals.

paused: waiting for a person to approve

03 human in the loop

Where a person approves

The listing agent approves the final copy before it goes to any portal. Flagged claims must be confirmed or removed first.

04 after

What changes

Listings go live the day after instruction with accurate, distinct copy. Agents spend their evenings on calls rather than on writing.

Results from a real build

[CASE STUDY] We only publish results we can name and check with the client.

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Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.