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Listing Descriptions with ChatGPT: 5 Prompts That Actually Work (With Examples)

By Daine Reid · 6 min read · 15 May 2026

Most ChatGPT listing prompts produce generic American-flavoured slop. These five are tuned for AU markets and produce copy your VPA team will actually run. Real examples included for each.

The default ChatGPT listing description is recognisable from across the room. "Nestled in the heart of...", "an opportunity not to be missed", "boasting an array of features." Every agent who's tried using ChatGPT for listings has wasted an afternoon trying to make those clichés go away.

The fix isn't a better AI; it's a better prompt. These five prompts give ChatGPT enough constraint to produce copy that sounds like a competent AU agent wrote it, in 30 seconds.

Why the default ChatGPT output fails

ChatGPT was trained on the internet, which is mostly US English real estate copy. Without explicit instruction, the model defaults to American spelling, US property terminology ("yard" not "backyard"), and US-style superlatives ("absolutely stunning"). It also leans heavily on three cliché patterns:

  1. The "nestled in" opener
  2. The "boasts a..." feature list
  3. The "opportunity not to be missed" close

Stripping these requires telling ChatGPT exactly what to avoid AND what to do instead. That's what these prompts do.

Prompt 1: The voice-matched listing description

This is the workhorse prompt. Provide 2 to 3 of your past listings as voice samples, list the new property's features, and ChatGPT writes in your existing style.

Prompt 1You are a Sydney/Brisbane/Melbourne-based real estate sales agent writing a listing description for realestate.com.au. Australian English only. Avoid the words "nestled", "boasts", "stunning", "opportunity not to be missed", "an array of", "located in the heart of". Style match these 3 past listings of mine: LISTING SAMPLE 1: [paste your description] LISTING SAMPLE 2: [paste your description] LISTING SAMPLE 3: [paste your description] Now write a listing description for this property: - [bullet 1: e.g. 4 bed, 2 bath, 2 car, 612sqm] - [bullet 2: e.g. North-facing rear yard, pool, deck] - [bullet 3: e.g. Walking distance to school + cafés] - [bullet 4: e.g. Recently renovated kitchen] - Target buyer: [e.g. young families upgrading] - Suburb context: [e.g. tight-held street in established area] Length: 180 to 220 words. Three paragraphs. Open with a specific concrete image, not the suburb name. Close with what makes someone pick this house over the next one in the same suburb.
Example output Stepping in through the front door, the first thing you notice is the morning light running the length of the open-plan living space. The renovated kitchen anchors the room with stone benches and integrated appliances, and the timber floors carry through to a covered deck overlooking the pool and north-facing yard.

Four bedrooms upstairs include a master with walk-in robe and ensuite. The remaining three share a renovated family bathroom. Downstairs, a separate living area opens to a fully fenced 612sqm block with established gardens, mature trees, and side access to the double garage.

Tight-held streets in this part of suburb rarely come to market; when they do, families upgrading from townhouses in the area tend to move fast. Walking distance to the local primary, two minutes to the main café strip, fifteen minutes to the CBD.

Prompt 2: The buyer-first opener variant

For listings where the buyer story matters more than the architecture (typical of established family homes), open by describing the lifestyle rather than the building.

Prompt 2Same rules as before. This time, the first sentence must describe how the future owner will LIVE in the property, not what the property looks like. Examples of good first sentences: "Saturday morning starts with coffee on the back deck, looking out over..." or "The kids walk to school in 4 minutes; you walk to coffee in 3." Then the second and third paragraphs cover the features and the buy-it-now reason. Property details: - [your property bullets] - Target buyer: [your target] - Length: 180-220 words.
Example output Saturday morning starts with coffee on the back deck, watching the kids run between the pool and the lawn. By midday the house has emptied out: the school's a five-minute walk, the cafés two, the river park ten. By the time anyone comes home, the late afternoon light is moving across the kitchen bench, and you're already thinking about dinner on the deck.

The bones support the lifestyle. Four bedrooms upstairs, a renovated family bathroom plus master ensuite, and a separate downstairs living area that doubles as the teen retreat or the home office. The kitchen was redone last year with stone and integrated appliances.

Tight-held streets in this pocket rarely surface to market. When they do, the buyers who win are usually upgrading from a townhouse nearby and have been watching this exact block for two years.

Prompt 3: The 90-word social/MMS variant

For database alerts, SMS, or Instagram captions. Tight, hook-forward, no fluff.

Prompt 3Write a 90-word listing description for an SMS or social database alert. Australian English. Lead with the single most compelling feature of this property. No cliché phrases. End with a specific inspection time and a CTA. No emojis. Property: [your bullets] Inspection: Saturday 11am
Example output Renovated four-bedroom on a tight-held street, with a north-facing pool, deck, and the kind of natural light that makes the kitchen feel twice its size. Walking distance to school and the café strip; ten minutes to the river park. Families upgrading from townhouses nearby tend to move on these blocks fast. Open Saturday 11am to 11.30am. Reply OPEN for the inspection link.

Prompt 4: The "tell me what's unsaid" prompt

For properties with quiet but important features (the orientation, the school zone, the quiet street), this prompt makes ChatGPT lead with the thing the buyer is actually buying.

Prompt 4I'll give you a property's features. Tell me which ONE feature is most likely to be the actual decision factor for the buyer (the thing they'll talk about with their partner over dinner), then write the listing description with that feature as the spine of the copy. Don't list every feature. Pick the few that support the main one. Property: [your bullets, include orientation, school zones, street type, lot size, recent comparable sales]

This one is useful when you have 12 to 15 features and you can't tell which to lead with. ChatGPT's first response will name the spine; if you disagree, edit and re-prompt. Saves 15 minutes of "what's the angle on this one?".

Prompt 5: The price-range comparison prompt

For properties where the price-range is the unspoken question (and it usually is), this prompt produces copy that anticipates the comparison.

Prompt 5You're writing a listing description for a [$X to $Y] price range property. At that price range, the buyer is comparing against: - [Competitor type 1, e.g. older 4-bed homes in next suburb] - [Competitor type 2, e.g. new townhouses with smaller yards] - [Competitor type 3, e.g. modern apartments in CBD-fringe] Write the description in a way that subtly addresses why THIS property is the right pick over those alternatives, without naming them directly. Lead with the deciding factor. Property: [your bullets] Length: 180-220 words, three paragraphs.

This prompt produces copy that does the work the buyer does silently. They're not asking "is this house good?", they're asking "is this house better than the three alternatives I'm currently considering?" The description should answer the second question.

Common mistakes

Even with the right prompts, three mistakes I see most often:

  1. Skipping the voice samples. Without 2 to 3 of your past listings as reference, ChatGPT defaults to generic. Always include samples.
  2. Accepting the first draft. Spend 2 minutes editing. Strip any remaining clichés. Add one specific local detail (the café you actually go to, the school your buyer's kids will attend). That's what makes it not-look-like-AI.
  3. Using the same prompt for every listing. Apartments and family homes need different prompts. Use Prompt 1 as the baseline, swap to 2 to 5 based on the property.
The 2-minute edit rule. AI gets you 80% of the way. The remaining 20%, your touch, is what makes the listing read as if a real agent wrote it. Don't skip the edit. Don't spend more than 2 minutes on it either.

What this looks like at scale

For an agent doing 10 listings a month, the math:

Multiply by 3 agents in a typical boutique agency and you're at ~10 hours/month back. Not the biggest of the 6 highest-ROI automations, but the easiest to ship.

FAQ

Can ChatGPT write good real estate listing descriptions?

Yes, with the right prompt. The default ChatGPT output produces generic American-flavoured copy with cliches. With a tuned prompt that includes voice samples, market context, and Australian English, the output is publication-ready in 30 seconds with a 2-minute edit.

What's the best ChatGPT prompt for real estate listings?

The 'role + voice + constraints + property data + word limit' framework works best. Tell ChatGPT it's writing for an AU sales agent, provide 2 to 3 voice samples from past listings, list the property's specific features and target buyer, set Australian English as a constraint, and cap the output at 180 to 220 words.

Will buyers know my listing description was written by AI?

Probably not, when you edit the AI draft for 2 minutes per listing. The dead giveaways are American spelling ("color" instead of "colour"), cliches like 'nestled in', and corporate phrases like 'an opportunity not to be missed'. Strip those, add a specific local detail, and the description reads as written by a competent local agent.

Should I use ChatGPT-4 or Claude for listing descriptions?

Both work well. ChatGPT-4 is slightly better at voice matching when you provide samples. Claude is slightly better at flowing narrative paragraphs. For agents doing this manually, either is fine. For agencies integrating into a CRM workflow, ChatGPT's API is more widely supported in tools like Zapier and Make.com.

How long does it take to write a listing description with ChatGPT?

30 seconds for the AI to generate, 2 minutes for you to edit. Total: about 3 minutes per listing, compared to 20 to 30 minutes manually. For an agent writing 10 listings per month, that's roughly 3.5 hours saved per month, ongoing.

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The 6 Highest-ROI AI Automations for Real Estate (From 47 Agency Audits) How to Automate Vendor Reports for Australian Real Estate Agencies AI for Real Estate Lead Capture: The 60-Second Response Stack