Listings
AI listing descriptions in your voice
Forty unique listing pages with proper Act 2 narrative — not three plus thirty-seven copy-pastes.
Most agents skip the property story not because they don't believe in it, but because writing 30 unique narratives a month is too much. The workflow takes the bottleneck off.
What happens
Upload listing photos, specs, and a 30-second voice note from your viewing.
Workflow drafts a 220-word property story in your tone, naming the unit's actual character.
Same workflow drafts the neighborhood section from transit, school, and amenity data.
Agent reviews each draft in 5 minutes, edits the one sentence that did not land, publishes.
Included
- Drafts are specific to the unit — light, layout, neighborhood — not generic boilerplate
- Cuts listing-page writing time from 40 minutes to 6
- Agent voice is preserved by training on your past listings
When this becomes bigger
If this workflow starts touching inventory, staff, dashboards, customer history, or several locations, move into a custom AI system.
Questions
Plain answers before we build.
Will Google penalize AI-generated listings?
AI-drafted, agent-edited content is fine. The agent edit makes it unique enough; the per-unit specifics make it useful enough.
Does it work for off-plan or pre-construction?
Yes — the workflow takes floor plans and developer specs as input instead of photos.
Can it write in Thai?
Yes. We can draft in English, Thai, or both depending on your buyer pool.