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First drafts of listing descriptions from your walkthrough notes

After a listing walkthrough, the agent's notes go into Drive and Cowork drafts the listing description, a shorter social version and a feature list, and flags fair-housing wording to check.

For: Real estate teamsBy John DietrichUpdated

The problem

Listing descriptions take longer than they should and often end up generic. Agents have the specific details in their notes; turning them into polished copy is the slow part, especially with three listings going live the same week. A decent first draft lets the agent spend their time on the details only they know.

What Cowork does

  1. The agent saves walkthrough notes and the property facts to a Drive folder.
  2. A task picks up new notes and drafts a listing description in the brokerage's style, a short social caption and a bulleted feature list.
  3. It checks the draft against a fair-housing word list the brokerage keeps and highlights anything to review.
  4. It saves everything to the listing's folder.

Where the draft lands

Draft copy in Drive with highlighted items to review.

What stays with you

Accuracy of every fact, fair-housing compliance and MLS rules.

Listing draftExample · Maple Street Realty is fictional

Three-bedroom brick ranch on a quiet cul-de-sac with a remodeled kitchen (2023), original oak floors and a fenced backyard with a covered patio. Two-car garage with workbench. Review flags: "quiet" (fine), "perfect for families" removed (fair-housing list).

Watch-outs

  • Never let a draft describe neighborhoods or people in ways fair-housing rules prohibit. The word list helps but doesn't replace your judgment.
  • Claimed features (square footage, upgrades) must come from verified facts, not the draft.

Questions owners ask

Can it post to the MLS?

No. Copy the approved text in yourself.

What about photos?

Claude can describe photos you provide, but descriptions should come from what you saw.

Connector capabilities checked October 2026 against Anthropic and vendor documentation; they change, so confirm before you buy anything. Workahead is independent and not affiliated with Anthropic.