Source-linked fact sheet
Confirmed facts only: floor area, rooms, condition, EPC rating, council tax band. Anything missing is flagged, never guessed.
UK editionFor estate agents · Free example
AI for estate agents: write listings grounded in property facts.
Practise on a fictional property: the fact sheet, the prompt, the resulting description and the checklist that flags any detail without a source.
4 short questions · PDF access by email · No card needed
Every sentence tied to a record
“Private parking included” removed
- Complete worked example
- PDF access by email
- Free · No card needed
See the method work
Watch a fact sheet become a listing with nothing invented.
The worked example from the free sample, step by step: sort the evidence, prompt with recorded facts only, catch three tempting inventions and keep every gap visible.
Silent animated illustration of the free sample’s worked example. Fictional property; no real product, vendor, buyer or tool is shown.
Read the demo as text
- Start from the source sheet. The source sheet holds three records: a survey sheet (R1), an inspection note (R2) and the vendor’s instruction (R3). The vendor’s “five minutes to the station” is unverified; parking, energy, charges and tenure are not supplied.
- Prompt with recorded facts only. The prompt allows only statements recorded in R1–R3, preserves the area basis and units, rules out invented parking, journey times, condition, energy performance or legal rights, and keeps the draft internal.
- Catch three tempting inventions. A loosely prompted draft adds private parking, a five-minute walk to the station and low energy bills. Each fails because nothing in R1–R3 supports it; “bright” and “generous” go too.
- Every sentence has a source. The internal draft keeps to the records: two bedrooms, 68 m² of internal floor area, third floor, a lift observed in operation, a balcony, £240,000 and viewings through the agency, each sentence tagged with its source.
- Gaps stay visible. Missing information stays visible and blocks publication. The review card: each claim has a source ID, measurements keep their meaning, unknowns stay visible, and a human approves release.
A process you can check
From supplied facts to finished copy, with every detail checked.
Drafts for each channel
Portal description, social post and follow-up message, all from the same fact sheet.
Review before it goes live
A checklist catches unsourced details and claims you can't stand behind. Nothing goes out without your sign-off.
The risk nobody mentions
AI writes fast. It also makes up which way the garden faces.
Details that aren't on the fact sheet
When a fact is missing, AI fills the gap: floor area, aspect, refurbishments, extras. One wrong detail costs you the trust of the buyer and the vendor, and material information has to be right.
Copy that sounds like every other listing
'Deceptively spacious, stylish and close to everything', on repeat. Without a process, AI recycles the clichés buyers already skim past on every portal.
Follow-ups fall behind
Between viewings, calls and admin, the message after a viewing and the update to your vendor go out late, or not at all.
Inside the example
One property, from fact sheet to listing.
- A fictional property's fact sheet, with confirmed facts and open questions.
- The prompt that restricts AI to the facts on the sheet.
- A portal description with review comments.
- The checklist for details and claims before anything goes live.
- Three things AI typically invents, and how to spot them.
Open the email link to generate and download your personal PDF.
Get the free sampleWho it's for
For agents who write their own listings and do their own follow-up.
Made for
- Independent agents who prepare their own property descriptions.
- Branch teams that want consistent particulars and copy.
- Branch managers who sign off what goes out under their name.
- Property marketing staff working across portals and social media.
It's not for you if you want
- To buy, sell or let a home: this is training for property professionals.
- Automated valuations or rental yield forecasts.
- A system that makes decisions about buyers or tenants.
What you can put to work
A worked example you can learn from.
One property fact sheet, one description and the checks that keep unsupported details out.
- Clear instructions for repeating the exercise.
- Fictional source material to practise without client data.
- A worked solution and checks for your own result.
What you need to start
Use one approved text assistant and the fictional input. No previous AI experience is required; a laptop makes side-by-side checking easier.
- Access to one assistant approved for fictional training; no prior AI experience is required.
- The fictional fact sheet we include, or one of yours without personal data.
- A little uninterrupted time to do the exercise and review it.
How to get your copy
Fill in the form. Open your email. Download the PDF.
Tell us about your work
Four short questions and your contact details. Do not include client information.
Open your personal link
We will email you a personal link. Clicking it confirms your address and generates your copy.
Download your PDF
The link opens a page with a download button. Save the PDF and work through the example at your own pace.
And after that
The example is one listing. The ebook is the whole workflow.
The ebook covers the foundations (platforms, context, skills and agents) plus four property applications: fact sheet and listing; portals, social media and translation; viewing follow-ups and vendor updates; and one complete property from start to finish.
Before you start
Frequently asked questions
Is the sample really free?
Yes. You receive access to a worked example in PDF without paying or entering card details. The full ebook is a separate product.
What will I receive?
An email with your personal link. Opening it generates a PDF with the case, instructions and worked solution, which you can then download.
Do I need AI experience?
You can start with a small task and compare your output with the worked solution. The instructions guide you step by step.
Will I get marketing emails?
Requesting the sample does not subscribe you to marketing. We send the message needed to access your PDF.
Who is this edition for?
For estate agents preparing residential sales material in England. This fictional practice case is not a publication checklist for every UK territory or transaction.
Why does the PDF include my name?
Your copy includes the name and email you enter in the form. It is generated when you open the email link.
What if the email does not arrive?
Check your address and spam folder. You can request another link from your request page after one minute. For help, email hello@habiant.app.
Your next step
Get your free worked example.
Tell us what you do. We will email you the link to generate and download your personal copy.
- Tell us about your work
- Open your personal link
- Download your PDF