AI Property Video

AI Property Video

Create property tour and showcase videos using each::sense — the intelligent AI agent that automatically selects the best model for your request.

Quick Start

Requires an each::labs API key. Get one at eachlabs.ai.

Using curl

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a cinematic real estate video: a slow, smooth camera push through the front door of a modern luxury home into a bright open-plan living room with floor-to-ceiling windows overlooking a pool and garden. Natural sunlight streaming in, warm color grading, real estate showcase quality, 4K cinematic"
      }
    ],
    "stream": false
  }'

Using Python (OpenAI SDK)

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_EACHLABS_API_KEY",
    base_url="https://eachsense-agent.core.eachlabs.run/v1"
)

response = client.chat.completions.create(
    model="eachsense/beta",
    messages=[{
        "role": "user",
        "content": "Generate a cinematic real estate video: a slow, smooth camera push through the front door of a modern luxury home into a bright open-plan living room with floor-to-ceiling windows overlooking a pool and garden. Natural sunlight streaming in, warm color grading, real estate showcase quality, 4K cinematic"
    }]
)

print(response.choices[0].message.content)

With Reference Image

Provide a property photo to generate a video tour of that specific space:

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Create a video walkthrough starting from this room. Slow camera pan from left to right, revealing the full space. Then push forward toward the window. Smooth gimbal movement, natural lighting, real estate tour quality."},
              {"type": "image_url", "image_url": {"url": "https://example.com/living-room-photo.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.

Streaming

Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.

Video Shot Types

Prompt Engineering Tips

Prompt Structure

"Generate a [style] real estate video:" + [camera movement description] + [space/property details] + [lighting and atmosphere] + [quality keywords]

Camera Movement Language

Be specific about motion:

"slow dolly push forward through the hallway"
"smooth 180-degree pan revealing the entire living room"
"ascending drone shot pulling back from the rooftop pool"
"lateral tracking along the kitchen countertop"
"gentle orbit around the exterior of the property"

Quality and Style Keywords

4K cinematic, smooth gimbal movement, real estate showcase,
luxury property tour, warm natural light, golden hour,
professional listing video, architectural visualization

Examples

Interior Walkthrough

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a real estate interior walkthrough video: camera starts in a bright modern kitchen with white marble countertops and slowly pushes through an archway into a spacious dining room with a large wooden table and statement chandelier. Continue pushing toward French doors that open to a landscaped backyard. Smooth steady movement, warm afternoon light, luxury home tour quality."
      }
    ],
    "stream": false
  }'

Aerial Drone Exterior

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a drone aerial video of a Mediterranean-style villa: start with a close shot of the terracotta roof and pool courtyard, then slowly ascend and pull back to reveal the entire property surrounded by olive trees and rolling hills. Golden hour lighting, warm cinematic color grading, 4K real estate drone footage."
      }
    ],
    "stream": false
  }'

Luxury Bathroom Reveal

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a real estate video: camera starts low, looking at polished marble floor tiles, then slowly tilts up to reveal a luxurious spa bathroom with a freestanding soaking tub centered under a skylight, double vanity with brass fixtures, and a walk-in rainfall shower behind a glass partition. Soft ambient light from the skylight, steam wisps for atmosphere, smooth slow reveal."
      }
    ],
    "stream": false
  }'

Multi-Shot Tour Workflow

PROPERTY_STYLE="modern luxury home, bright and airy, warm natural light, 4K cinematic"

SHOTS=(
  "Exterior establishing: drone orbit around a contemporary two-story home with flat roof and large glass panels, manicured lawn, late afternoon sun"
  "Entry reveal: camera pushes through a tall pivot front door into a double-height foyer with a floating staircase"
  "Living room pan: slow 180-degree pan of an open living room with sectional sofa, fireplace, and floor-to-ceiling windows overlooking mountains"
  "Kitchen tracking: lateral tracking shot along a long kitchen island with waterfall marble edge, past open shelving to a breakfast nook"
  "Master suite: push into the master bedroom through double doors, camera glides past a king bed toward a panoramic window view"
  "Backyard finale: camera pushes through sliding glass doors to reveal an infinity pool at sunset with distant city lights"
)

for SHOT in "${SHOTS[@]}"; do
  curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
    -H "Content-Type: application/json" \
    -H "X-API-Key: $EACHLABS_API_KEY" \
    -d "{
      \"messages\": [{\"role\": \"user\", \"content\": \"Generate a real estate video shot: $SHOT. $PROPERTY_STYLE, smooth gimbal movement.\"}],
      \"stream\": false
    }"
  echo "=== SHOT ==="
done

Common Pitfalls

• Jerky camera descriptions — always specify "slow" and "smooth" for professional results. Abrupt movements look amateurish.
• Too many rooms in one clip — each AI-generated video is a single continuous shot. Focus on one room transition per generation.
• Forgetting furniture and staging — an empty room tour is less compelling. Describe furnished spaces.
• Unrealistic physics — avoid camera movements that would be impossible (going through walls, instant direction changes).
• Missing atmosphere — without lighting and mood descriptions, videos look flat. Always mention time of day and light quality.

Related Skills

• AI Virtual Staging — Stage rooms before creating tour videos
• AI Interior Design — Redesign rooms for video showcase
• AI Exterior Remodel — Renovate exteriors before filming
• AI Floor Plan — Plan the tour route with a floor plan

Related Models

• wan-2-1 — High quality video generation
• flux-2-max — Highest quality image stills
• nano-banana-pro — Fast iterations

Documentation

• each::sense Overview
• each::labs API