Agency or platform looking for natural-language search across a catalog? See here
Photos in.
Structured features out.
Then professional descriptions.
Paste an Airbnb or Booking.com URL—or upload photos. We analyze each room into features you can review, then generate listing copy that matches what’s actually there. No blank forms.No credit card • Instant demo access • Free credits includedSound Familiar?
"I spend 45 minutes staring at a blank page for every listing..."
"My descriptions all sound the same - I'm running out of ways to say 'spacious'"
"I've tried ChatGPT but it writes generic fluff that doesn't match my photos"
"Guests ask for a 'quiet place with a real kitchen' and my catalog filters can't find it"
There's a Better Way
Upload photos or import a listing. We build a structured breakdown of rooms, materials, finishes, and location—then generate descriptions that sound like someone who actually walked the unit.Review the analysis first. Then ship copy that cites the marble countertops and the barn doors—because we looked at each room, not just the first photo.Real Results in Real Time
These descriptions were generated from actual property photos. No editing. No human touch-ups.Behind each description: complete property analysis identifying rooms, features, style, and location context. Open any example to see the full insights in demo.
Luxury Villa
AI-Generated Description (social style):✨ This Brookhaven villa on Blair Lane is built for entertaining—and the photos show why. ✨
Soaring vaulted ceilings, exposed wood beams, and floor-to-ceiling windows light up the open-concept great room. Cozy up by the grid-paneled fireplace, cook at the designer kitchen island, or host at the sleek dining nook. 🔥🍷
The primary suite slides open through a barn door to a spa bathroom: soaking tub, walk-in shower, double sinks, and a closet that actually keeps up. Finishes stay consistent—marble-look tile, brass and black accents, plush neutrals.
Quiet streets, nature nearby: Wertheim Wildlife Refuge, Row Boat Beach, and Painters’ Restaurant are close. Ideal for professionals and couples who want privacy without giving up style. 🏡
Soaring vaulted ceilings, exposed wood beams, and floor-to-ceiling windows light up the open-concept great room. Cozy up by the grid-paneled fireplace, cook at the designer kitchen island, or host at the sleek dining nook. 🔥🍷
The primary suite slides open through a barn door to a spa bathroom: soaking tub, walk-in shower, double sinks, and a closet that actually keeps up. Finishes stay consistent—marble-look tile, brass and black accents, plush neutrals.
Quiet streets, nature nearby: Wertheim Wildlife Refuge, Row Boat Beach, and Painters’ Restaurant are close. Ideal for professionals and couples who want privacy without giving up style. 🏡
Modern Apartment
AI-Generated Description (marketing style):Welcome to Cabarete Heartbeat—your gateway to vibrant Caribbean living, just steps from Cabarete’s world-famous beach and buzzing nightlife.
Designed for young professionals, digital nomads, and couples seeking a stylish, low-maintenance oasis, this modern coastal apartment stands out with its open-plan living, dining, and kitchen zone—flooded with natural light and accented by turquoise and green for a fresh, beachy vibe. The raised wood-floored dining area subtly separates spaces, while large windows and a sliding glass door invite the outdoors in.
Unwind on your private, enclosed balcony overlooking lush palms—complete with ceiling fan for year-round comfort. The bedroom offers a tranquil escape, featuring a textured stone accent wall, plush bedding, and direct balcony access. Enjoy spa-inspired touches in the bathroom, including a pebble-style shower floor and sleek, easy-care finishes.
Efficient built-in storage, a walk-in closet with wall safe, and in-unit laundry make everyday living seamless. Step outside to a resort-style pool area with waterfall feature, shaded pavilion, and tropical landscaping—perfect for relaxing or connecting with the vibrant local community.
With cafés, restaurants, and adventure at your doorstep, Cabarete Heartbeat is the perfect blend of modern comfort and Caribbean charm.
Designed for young professionals, digital nomads, and couples seeking a stylish, low-maintenance oasis, this modern coastal apartment stands out with its open-plan living, dining, and kitchen zone—flooded with natural light and accented by turquoise and green for a fresh, beachy vibe. The raised wood-floored dining area subtly separates spaces, while large windows and a sliding glass door invite the outdoors in.
Unwind on your private, enclosed balcony overlooking lush palms—complete with ceiling fan for year-round comfort. The bedroom offers a tranquil escape, featuring a textured stone accent wall, plush bedding, and direct balcony access. Enjoy spa-inspired touches in the bathroom, including a pebble-style shower floor and sleek, easy-care finishes.
Efficient built-in storage, a walk-in closet with wall safe, and in-unit laundry make everyday living seamless. Step outside to a resort-style pool area with waterfall feature, shaded pavilion, and tropical landscaping—perfect for relaxing or connecting with the vibrant local community.
With cafés, restaurants, and adventure at your doorstep, Cabarete Heartbeat is the perfect blend of modern comfort and Caribbean charm.
Small City Apartment
AI-Generated Description (marketing style):A one-bedroom apartment in Warsaw’s Wola district designed for young professionals, singles, or couples who want low-maintenance city living with premium finishes—not wasted square footage.
The open-plan living area pairs a galley kitchen (integrated appliances, mirrored backsplash, bar-height counter) with a stone-veneer feature wall, accent lighting, and a large window that floods the room with daylight—ideal for casual dining or remote work.
The bedroom keeps the same modern language: chic accent wall, mirrored sliding-door wardrobe with concealed storage, and clever built-ins. The bathroom continues with a wall-hung toilet, vessel sink, and spa-like details.
Live near cafés, parks, the Vistula waterfront, and strong public transport. Compact, specific, move-in ready.
The open-plan living area pairs a galley kitchen (integrated appliances, mirrored backsplash, bar-height counter) with a stone-veneer feature wall, accent lighting, and a large window that floods the room with daylight—ideal for casual dining or remote work.
The bedroom keeps the same modern language: chic accent wall, mirrored sliding-door wardrobe with concealed storage, and clever built-ins. The bathroom continues with a wall-hung toilet, vessel sink, and spa-like details.
Live near cafés, parks, the Vistula waterfront, and strong public transport. Compact, specific, move-in ready.
How It Works
Import or upload → analyze features → get descriptions that match what’s in the photos1
Import or Enter Property Details
Paste your Airbnb or Booking.com listing link to import details and photos automatically—or enter basic info and location yourself. Location helps us add neighborhood context.2
Upload Photos (If Needed)
Drag and drop interior, exterior, and amenity shots—or skip this if you imported photos from Airbnb or Booking.com. Smartphone photos work perfectly.3
AI Builds Your Feature Analysis
We identify each space—kitchen, bedroom, living room—and extract materials, finishes, appliances, and style. With a location, we also research nearby amenities and neighborhood character. You can review this analysis before generating copy.4
Generate Descriptions From the Analysis
Choose style (marketing or social), length, language, and target audience—families, couples, digital nomads, and more. The same structured features also power natural-language search for catalogs and platforms on Enterprise.Why Our Descriptions Are Different
Generic one-shot prompts often miss room-level detail. Drop photos here and something different happens.Import From Airbnb or Booking.com
Paste your Airbnb or Booking.com listing URL and we pull title, room details, location when available, and photos—so you can skip the blank form and get to analysis faster. You must own or manage the listing.Photos Replace Manual Feature Forms
Upload the listing photos and we identify rooms, visible materials, furniture, appliances, finishes, and condition signals. You are not starting from a blank prompt or a long feature checklist.Location Intelligence Built In
Add the address and we research nearby amenities, transit and accessibility signals, schools, neighborhood vibe, and local characteristics. That context is woven into descriptions for guests or buyers who care about location.Tailored to Your Audience
Select who the description is for—families, couples, digital nomads, professionals, or a custom audience. Choose style, length, and language. The AI adapts the wording so it speaks to the right guests or buyers.The result? Descriptions that mention the marble countertops in the kitchen AND the barn doors in the bedroom - because we actually looked at each room, not just the first photo.
We research the neighborhood so you don't have to
Add an address and nestd.ai can bring in nearby amenities, transit and accessibility signals, schools, and local character so the final description speaks to more than the rooms in the photos.What Powers Every Description
Every property gets deep analysis:Room-by-room identification (kitchen, bedrooms, bathrooms)
Feature extraction (materials, appliances, finishes)
Style classification (modern, traditional, luxury)
Quality assessment (condition, renovation level)
Location intelligence (nearby amenities, accessibility, local character)
Target audience selection (families, couples, digital nomads, professionals, and custom)
Structured features that power descriptions—and natural-language search for catalogs