DEV Community

mike
mike

Posted on

I Built an AI That Grades MLS Listing Descriptions — Here's What 12,000 Listings Taught Us

I Built an AI That Grades MLS Listing Descriptions

Most MLS descriptions read like inventory lists. "3 bed, 2 bath, updated kitchen." That's not selling — that's cataloging.

After analyzing 12,000+ AI-generated real estate listings, we found the patterns that separate listings that sit for 60 days from ones that get multiple offers in a week.

The 5 things top listings do differently

1. They lead with emotion, not facts.

Bad: "Beautiful 3-bedroom home in desirable neighborhood."
Good: "Saturday mornings were made for this kitchen."

2. They include specific details buyers search for.

Square footage, year built, walk score. Give them the numbers.

3. They check Fair Housing compliance.

One wrong word can trigger a $26,000+ fine. AI tools like ListWorks PRO scan before you publish.

4. They generate platform-native content.

MLS description, Instagram caption, Facebook post — each needs different formatting. AI does all three in 10 seconds.

5. They create real urgency.

"Three showings scheduled, offer review Sunday" beats "won't last."

Try it free

We built a free Listing Description Grader — paste your MLS copy, get an instant score.

For full AI rewriting: ListWorks PRO. Lifetime deal $199 one-time.

Built by an agent, for agents.

Top comments (0)