AI Listing Description Prompts by Property Type: Luxury, Condos, Land, and More

According to NAR's 2025 Technology Survey, 46% of Realtors report using AI-generated content, such as listing descriptions. That number is growing every quarter. But here's the problem: most agents use the same generic prompt for every property type.

Think about it like showing houses. You don't take a first-time buyer to a $2M estate and use the same pitch you'd use for an investor looking at a fourplex. Different buyers care about different things. The same applies to listing descriptions.

A luxury buyer wants to feel exclusivity and craftsmanship. An investor wants cap rates and cash flow. A first-time buyer wants reassurance and affordability. When your prompt doesn't account for these differences, you get descriptions that sound like they were written by someone who's never sold that property type.

Every prompt below is built around the Context Cards framework. Before you use any of them, load your Context Card — your voice, your market data, your style preferences. The prompt handles the property type specifics. Your Context Card handles the "you" part. Together, they produce descriptions that sound like you wrote them for that exact buyer.

Luxury descriptions fail when they lean on words like "beautiful," "spacious," and "stunning." Every listing uses those words. They mean nothing. What works: specific craftsmanship details, lifestyle framing, and exclusivity signals.

Listings with professional photography sell 32% faster, and the same principle applies to descriptions. Quality content — visual or written — signals that this property deserves attention. A vague description next to stunning photos creates a disconnect that buyers notice.

The prompt below forces the AI to lead with the most distinctive architectural detail, then frame the property around lifestyle rather than square footage. Luxury buyers aren't counting bedrooms. They're imagining hosting dinner on that terrace.

Copy-paste prompt:

Write a 150-word luxury listing description for [PROPERTY ADDRESS]. [BEDS] bed, [BATHS] bath, [SQFT] sq ft in [NEIGHBORHOOD]. Architectural style: [STYLE]. Three standout features that set this apart from other luxury homes in the area: [FEATURE 1], [FEATURE 2], [FEATURE 3]. Target buyer: [BUYER PROFILE — e.g., tech executives, empty nesters, international buyers]. Lead with the single most visually striking feature. Use short, confident sentences — no exclamation marks. Avoid these words: stunning, beautiful, spacious, gorgeous, breathtaking. Reference one craftsmanship detail (materials, finishes, hardware). End with a lifestyle statement about the neighborhood or views. Tone: sophisticated but not pretentious. [PASTE YOUR CONTEXT CARD HERE for voice matching]

Condo buyers are buying a lifestyle, not just a unit. They want to know what's outside the front door — walkability, restaurants, transit — and what the HOA covers so they can stop worrying about maintenance. The biggest mistake in condo descriptions: spending 80% of the words on interior features when the community and location are the real selling points.

The other mistake? Burying the HOA fee. Buyers will find it anyway. Lead with what the fee covers, and it becomes a value proposition instead of a cost.

Copy-paste prompt:

Write a 120-word listing description for a [CONDO/TOWNHOME/CO-OP] at [ADDRESS] in [BUILDING/COMMUNITY NAME]. [BEDS] bed, [BATHS] bath, [SQFT] sq ft. Floor [NUMBER]. HOA: $[AMOUNT]/month covering [INCLUSIONS — water, insurance, pool, gym, exterior maintenance]. Two key interior features: [FEATURE 1], [FEATURE 2]. Walking distance to: [DESTINATION 1], [DESTINATION 2], [DESTINATION 3]. Transit access: [TRANSIT DETAILS]. Target buyer: [PROFILE — young professional, downsizer, pied-a-terre]. Emphasize the low-maintenance lifestyle. Mention what the HOA covers early — frame it as value, not cost. Skip cliches like "urban oasis" and "city living at its finest." [PASTE YOUR CONTEXT CARD HERE]

For townhomes specifically, add a line about private outdoor space or garage access — two features that separate townhomes from condos in a buyer's mind.

Investors don't want poetry. They want math. A listing description for a fourplex that opens with "charming character" instead of "6.2% cap rate" is talking to the wrong audience.

The shift here is fundamental: you're not selling a home, you're selling a financial instrument. Lead with the numbers — cap rate, gross rent, occupancy, NOI. Then mention the value-add opportunity. Investors are looking for upside, not charm.

Copy-paste prompt:

Write a 130-word investment property listing description for [ADDRESS]. [UNITS] units, [TOTAL SQFT] total sq ft. Current gross monthly rent: $[RENT]. Occupancy: [PERCENTAGE]%. Cap rate: [RATE]%. Annual NOI: $[NOI]. Value-add opportunity: [OPPORTUNITY — below-market rents, renovation potential, unit conversion, zoning upside]. Year built: [YEAR]. Recent capital improvements: [IMPROVEMENTS]. Target audience: investors, not owner-occupants. Lead with the cap rate and gross rent. Skip all emotional language — no "charming," no "cozy," no "great opportunity." Investors want: numbers, condition, and upside. End with financing note if applicable: [ASSUMABLE LOAN/SELLER FINANCING/1031 ELIGIBLE]. [PASTE YOUR CONTEXT CARD HERE]

One more thing: if you're listing a single-family rental, frame it differently. SFR investors care about appreciation and tenant stability, not just cash flow. Adjust the prompt to include comparable rent growth and neighborhood trajectory.

Vacant land is the hardest property type to describe because there's nothing to see. No kitchen to photograph. No curb appeal. The buyer is purchasing a vision, and your description has to paint it.

But "endless possibilities" is the most overused phrase in land listings. It says nothing. What works: specifics about what you can build, what infrastructure exists, and what the zoning allows. A builder doesn't want possibilities. They want permits.

Copy-paste prompt:

Write a 110-word listing description for [ACRES] acres of vacant land at [ADDRESS/AREA]. Zoning: [TYPE — residential, agricultural, commercial, mixed-use]. Current permitted uses: [USES]. Utilities available: [POWER/WATER/SEWER/SEPTIC/WELL — specify what's on-site vs. at the road]. Road access: [PAVED/GRAVEL/EASEMENT — specify frontage feet]. Topography: [FLAT/SLOPING/WOODED/CLEARED]. Best use case: [INTENDED USE — custom home, subdivision, ranch, agriculture, commercial development]. Nearest town/services: [DISTANCE]. Target buyer: [BUILDER/DEVELOPER/HOMESTEADER/FARMER]. Do NOT use "endless possibilities" or "blank canvas." Be specific about what can be built and what infrastructure is already in place. Include any survey, perc test, or environmental study status. [PASTE YOUR CONTEXT CARD HERE]

"Investor's dream" and "tons of potential" are the fixer-upper equivalent of "endless possibilities" for land. Every fixer uses these phrases. None of them sell the property.

What works: honesty about the work needed, specifics about what's in good shape, and the spread between current price and after-repair value. You're writing for two audiences — investors calculating ROI and ambitious owner-occupants who want to build equity through sweat.

Copy-paste prompt:

Write a 120-word listing description for a fixer-upper at [ADDRESS]. [BEDS] bed, [BATHS] bath, [SQFT] sq ft. Listed at $[PRICE]. Estimated after-repair value (ARV): $[ARV]. Spread: $[DIFFERENCE]. Major work needed: [ITEM 1 — est. $X], [ITEM 2 — est. $X], [ITEM 3 — est. $X]. What's solid: [GOOD 1 — e.g., roof replaced 2022], [GOOD 2 — e.g., foundation in good condition], [GOOD 3]. Neighborhood context: [RECENT COMP PRICES for renovated homes nearby]. Target both investors and ambitious DIY buyers. Lead with the price-to-ARV spread. Be honest about the work — buyers who walk in expecting turnkey are wasted showings. Don't use "investor's dream" or "tons of potential." [PASTE YOUR CONTEXT CARD HERE]

First-time buyers are nervous. They're making the biggest purchase of their lives, and most of them think they can't afford it. Your description needs to do two things: make the home feel achievable and make the neighborhood feel like somewhere they want to be.

First-time buyers now make up just 24% of the market, so when they're looking, they need encouragement — not a sales pitch. The tone should be warm, practical, and free of condescension.

Copy-paste prompt:

Write a 120-word listing description for a starter home at [ADDRESS]. [BEDS] bed, [BATHS] bath, [SQFT] sq ft at $[PRICE]. Move-in ready: [YES/NO — if not, what minor work is needed]. Closest school: [SCHOOL NAME, RATING]. Commute to [MAJOR EMPLOYER/DOWNTOWN]: [MINUTES]. Nearest grocery/essentials: [DISTANCE]. Monthly payment estimate at [RATE]%: approximately $[MONTHLY] (P&I). Target buyer: first-time homebuyer. Tone: encouraging, practical, zero condescension. Emphasize affordability without making it feel "budget." Highlight the neighborhood — parks, walkability, community feel. Mention one smart-money angle: equity building, rent comparison ($[RENT] vs. $[MORTGAGE]). End with a welcoming call to schedule a showing. [PASTE YOUR CONTEXT CARD HERE]

You'll notice every prompt above ends with "[PASTE YOUR CONTEXT CARD HERE]." That's not filler. It's the single biggest upgrade you can make to any AI listing description.

A Context Card is a pre-written block of text that tells the AI who you are — your voice, your market, your style preferences, and your banned word list. Load it once at the start of a conversation, and every description that follows is automatically personalized.

Here's a listing-specific Context Card template:

You are a listing description assistant for [YOUR NAME], a [SPECIALTY] agent in [MARKET]. My brand voice is [2-3 adjectives — e.g., direct, warm, data-driven]. My typical seller is [SELLER PROFILE]. Never use these words: nestled, boasts, stunning, dream home, breathtaking, sprawling. Keep descriptions under [WORD COUNT] words. Use short paragraphs (2-3 sentences max). Always include one neighborhood-specific detail. Here's a sample of a description I've written that matches my voice: [PASTE YOUR BEST DESCRIPTION].

Build this once. Use it for every listing. Update it when your market shifts or your style evolves. The 10 minutes you spend on your Context Card saves hours of editing AI output that doesn't sound like you.

This is the Context Cards framework in action: you're giving the AI enough context to write as you, not just for you. That's the difference between AI-assisted and AI-generated.