Where the work can stall
The same property facts are rewritten for several channels, often under deadline pressure. Repetition can introduce inconsistencies, while generic language can flatten the detail that makes a listing useful.
A drafting workflow can remove the blank page, but it should not invent features, price expectations or claims about future value.
A possible workflow
- Collect the approved property facts, inspection details, required disclosures and image notes in a structured brief.
- Maintain a voice guide using reviewed examples, preferred phrasing and language the agency avoids.
- Prepare channel-specific drafts from the same source brief, keeping factual statements consistent.
- Run drafting checks for missing required information, absolute claims and wording that needs specialist review.
- Present every version in a review screen where an authorised agent can verify, edit and approve it.
What good operation looks like
The source brief is visible beside the draft, and generated wording is never treated as evidence. The agent adds the specific observation and local context that a model cannot know.
Content checks prompt review; they do not certify legal or platform compliance.
Where people stay responsible
Do not infer amenities, dimensions, accessibility or location claims. A fluent description can still misrepresent a property.
- An authorised agent verifies every fact and approves each public version.
- Reviewers reject features or claims that are absent from the approved brief.
- Required disclosures and sensitive wording are checked under the agency's established process.
- Published content remains attributable to the person and business responsible for it.
Limitations to test
- Generated copy tends towards familiar language unless a person adds genuine detail.
- A drafting check is not a substitute for legal, regulatory or platform-specific advice.
- Incorrect source facts will be repeated consistently unless a reviewer catches them.
Measuring it
Track drafting and review effort alongside factual corrections and rejected drafts.
Agree the test sample, measurement period and acceptance criteria before a pilot. Include checking, corrections and running costs when comparing the proposed workflow with the current process.
Our evidence and corrections policy ↗