Anyone Using AI to Generate Listing Descriptions? Sharing What Actually Works (and the Disasters)
Pro
Starting a thread to collect real experiences using AI for listing copy — not theoretical, just what’s actually happening. I’ve been using ChatGPT for first drafts for about six months and my experience is mixed-to-positive: it cuts my draft time by about 60% but the output requires real editing before it doesn’t sound like every other listing. What is everyone using, and what’s your actual workflow?
Pro
Same general experience as Priya. The thing that made the biggest difference for me was changing my prompt from “write a listing description for a 3BR/2BA home in Buckhead” to spending two minutes writing specific sensory details first — the way light hits the kitchen at 7am, the original 1940s hardwood floors that still have their grain, the fact that the back garden is fully private because of a mature hedge row. Then I give AI all of that and ask it to write the description. The output quality is dramatically better. The AI isn’t replacing the observation — it’s replacing the transcription of it into marketing copy.
Pro
Counterpoint worth considering: I’ve started noticing which listings in my MLS were probably written by AI, and it’s not because they’re bad — it’s because they share a rhythm and a vocabulary. “Thoughtfully updated.” “Bathed in natural light.” “Entertainer’s dream.” These phrases are appearing at a frequency that signals a default prompt somewhere. If everyone uses AI the same way, everyone’s listings start to sound the same. The agents who are getting real value from AI are the ones editing aggressively for the two or three details that make this property actually memorable. Don’t let the first draft be the published draft.
Pro
Tom, this is exactly right and it’s the thing I should have said in my original post. I’ve started keeping a list of AI-output phrases I’ve seen too many times and I actively search-and-replace them in every draft. “Thoughtfully updated” was the first one I banned from my listings. Carlos’s specific-details-first approach plus Tom’s aggressive editing pass is probably the right workflow. Thanks both.