ParseForge Scrapers

Virtual Staging AI - Room Photo Stager

parseforge/virtual-staging-actor

Real estateAutomationOther

Upload an empty room photo and describe the furniture you want. The AI returns a photorealistic staged render that preserves the original architecture. No manual editing required.

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Total users
19
Monthly active
2
Total runs
464
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Last modified
12 days ago

Overview

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๐Ÿ  Virtual Staging Actor

๐Ÿš€ Stage empty rooms with AI-generated furniture in seconds. Upload a room photo, describe your vision, and get a staged version. Optional reference images for style matching. No coding, no interior design skills required.

The Virtual Staging Actor transforms empty room photos into staged interiors using AI. Upload a room image, provide a staging brief (e.g., "modern minimalist living room"), optionally attach reference images for style matching, and get back a staged version. Adjustable AI temperature controls creativity vs realism.

Built for real estate agents, property managers, home stagers, and photographers who need to stage empty rooms without physical furniture or professional staging services.

๐ŸŽฏ Target Audience ๐Ÿ’ก Primary Use Cases
Real estate agents, property managers, home stagers, interior designers, real estate photographers Listing enhancement, open house preparation, design visualization, property marketing, virtual tours

๐Ÿ“‹ What the Virtual Staging Actor does

Photo-to-staged-room with AI:

  • ๐Ÿ–ผ๏ธ Room image input. Upload a photo of an empty or unfurnished room.
  • ๐Ÿ“ Staging brief. Describe the desired style ("modern minimalist", "cozy farmhouse", "luxury penthouse").
  • ๐ŸŽจ Reference images. Optional photos to guide the AI's style choices.
  • ๐ŸŒก๏ธ Temperature control. Adjust creativity (0.0 = realistic, 1.0 = creative).

Each output includes the staged room image URL, the original photo reference, staging brief, and processing time.

๐Ÿ’ก Why it matters: physical home staging costs $2,000-5,000 per property. Virtual staging produces photorealistic results in seconds for a fraction of the cost, and can be changed instantly to match different buyer preferences.


๐ŸŽฌ Full Demo

๐Ÿšง Coming soon: a 3-minute walkthrough showing how to virtually stage a room.


๐Ÿ“Š Output

Each staged image is saved to the Key-Value Store. The dataset contains metadata.

๐Ÿงพ Schema
Field Type Example
๐Ÿ–ผ๏ธ originalImageUrl string "https://example.com/empty-room.jpg"
๐Ÿ  stagedImageUrl string "https://api.apify.com/v2/key-value-stores/..."
๐Ÿ“ stagingBrief string "Modern minimalist living room..."
๐ŸŒก๏ธ temperature number 0.5
โฑ๏ธ processingTimeSeconds number 18.4
๐Ÿ•’ createdAt ISO 8601 "2026-04-16T00:00:00.000Z"
๐Ÿ“ฆ Sample records
๐Ÿ›‹๏ธ Modern living room staging
{
    "originalImageUrl": "https://example.com/empty-living-room.jpg",
    "stagedImageUrl": "https://api.apify.com/v2/key-value-stores/abc/records/staged-living.jpg",
    "stagingBrief": "Modern minimalist living room with neutral tones",
    "temperature": 0.5,
    "processingTimeSeconds": 18.4,
    "createdAt": "2026-04-16T00:00:00.000Z"
}
๐Ÿ›๏ธ Bedroom staging with reference
{
    "originalImageUrl": "https://example.com/empty-bedroom.jpg",
    "stagedImageUrl": "https://api.apify.com/v2/key-value-stores/abc/records/staged-bedroom.jpg",
    "stagingBrief": "Cozy master bedroom with king bed and warm lighting",
    "temperature": 0.6,
    "processingTimeSeconds": 22.1,
    "createdAt": "2026-04-16T00:00:05.000Z"
}
๐Ÿฝ๏ธ Kitchen staging
{
    "originalImageUrl": "https://example.com/empty-kitchen.jpg",
    "stagedImageUrl": "https://api.apify.com/v2/key-value-stores/abc/records/staged-kitchen.jpg",
    "stagingBrief": "Contemporary kitchen with island seating and pendant lights",
    "temperature": 0.4,
    "processingTimeSeconds": 20.3,
    "createdAt": "2026-04-16T00:00:10.000Z"
}

โœจ Why choose this Actor

Capability
๐Ÿ  AI room staging. Transform empty rooms into furnished interiors.
๐Ÿ“ Custom staging briefs. Describe the exact style you want.
๐Ÿ–ผ๏ธ Reference images. Match a specific design aesthetic.
๐ŸŒก๏ธ Temperature control. Realistic to creative output.
โšก Fast. Staged images in 15-25 seconds.
๐Ÿ’ฐ Cost-effective. Fraction of physical staging costs.
๐Ÿšซ No design skills. Describe it in words, the AI handles the rest.

๐Ÿ“Š Studies show staged homes sell 73% faster and for 6-25% more than unstaged ones. Virtual staging delivers similar buyer impact at a fraction of the cost.


๐Ÿ“ˆ How it compares to alternatives

Approach Cost Speed Style control Multiple rooms Setup
โญ Virtual Staging Actor (this Actor) $5 free credit, then pay-per-use 15-25 seconds Brief + reference Yes โšก 2 min
Physical staging $2,000-5,000 per property Days Full control Yes ๐Ÿข Weeks
Professional virtual staging services $25-75 per photo 24-48 hours Revision-based Yes โณ Hours
DIY staging in Photoshop Free Hours per room Full control Manual ๐Ÿ•’ Learning curve

Pick this Actor when you want AI room staging in seconds, with style control via text prompts and reference images.


๐Ÿš€ How to use

  1. ๐Ÿ“ Sign up. Create a free account with $5 credit (takes 2 minutes).
  2. ๐ŸŒ Open the Actor. Go to the Virtual Staging Actor page on the Apify Store.
  3. ๐ŸŽฏ Set input. Upload a room photo, write a staging brief, optionally add reference images.
  4. ๐Ÿš€ Run it. Click Start and let the AI stage your room.
  5. ๐Ÿ“ฅ Download. Grab your staged image from the Key-Value Store.

โฑ๏ธ Total time from signup to staged room: 2-3 minutes. No design skills required.


๐Ÿ’ผ Business use cases

๐Ÿ  Real Estate Agents
  • Stage listings before open houses
  • Create multiple style options per room
  • Prepare marketing photos without furniture
  • Speed up listing preparation
๐Ÿ“ธ Real Estate Photography
  • Add value with staged versions of shoots
  • Offer virtual staging as an upsell service
  • Process empty room portfolios in batch
  • Create before/after comparisons
๐Ÿข Property Management
  • Stage vacant units for listing photos
  • Create seasonal staging variants
  • Prepare model unit previews
  • Market renovated spaces quickly
๐ŸŽจ Interior Design
  • Visualize design concepts for clients
  • Present multiple style options quickly
  • Create mood boards from reference images
  • Prototype room layouts


๐ŸŒŸ Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

๐ŸŽ“ Research and academia
  • Empirical datasets for papers, thesis work, and coursework
  • Longitudinal studies tracking changes across snapshots
  • Reproducible research with cited, versioned data pulls
  • Classroom exercises on data analysis and ethical scraping
๐ŸŽจ Personal and creative
  • Side projects, portfolio demos, and indie app launches
  • Data visualizations, dashboards, and infographics
  • Content research for bloggers, YouTubers, and podcasters
  • Hobbyist collections and personal trackers
๐Ÿค Non-profit and civic
  • Transparency reporting and accountability projects
  • Advocacy campaigns backed by public-interest data
  • Community-run databases for local issues
  • Investigative journalism on public records
๐Ÿงช Experimentation
  • Prototype AI and machine-learning pipelines with real data
  • Validate product-market hypotheses before engineering spend
  • Train small domain-specific models on niche corpora
  • Test dashboard concepts with live input

๐Ÿค– Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

โ“ Frequently Asked Questions

๐Ÿ’ณ Do I need a paid Apify plan to run this actor?

No. You can start right now on the free Apify plan, which includes $5 in free monthly credit. That is enough to run this actor several times and explore the output before committing to anything. Paid plans unlock higher limits, more concurrent runs, and larger datasets. Create a free Apify account here to get started.

๐Ÿšจ What happens if my run fails or returns no results?

Failed runs are not charged. If the source site changes, proxies get rate-limited, or a specific input matches nothing, re-run the actor or open our contact form and we will investigate. You can also check the run log in the Apify console to see why the run stopped.

๐Ÿ“ How many items can I scrape per run?

Free users are limited to 10 items per run so you can preview the output and confirm the actor works for your use case. Paid users can raise maxItems up to 1,000,000 per run. Upgrade here if you need full scale.

๐Ÿ•’ How fresh is the data?

Every run fetches live data at the moment of execution. There is no cache or delay: the records you get reflect what the source returned at that moment. Schedule the actor to maintain a rolling snapshot of the data you need.

๐Ÿง‘โ€๐Ÿ’ป Can I call this actor from my own code?

Yes. Apify exposes every actor as a REST endpoint and ships first-class SDKs for Node.js and Python. You can start a run, read the dataset, and handle webhooks from your own app in a few lines. All you need is your Apify API token.

๐Ÿ“ค How do I export the data?

Every Apify dataset can be downloaded in one click from the console as CSV, JSON, JSONL, Excel, HTML, XML, or RSS. You can also pull results programmatically via the Apify API or stream them into BigQuery, S3, and other destinations through built-in integrations.

๐Ÿ“… Can I schedule the actor to run automatically?

Yes. Use the Apify scheduler to run the actor on any cadence, from hourly to monthly. Results are saved to your dataset and can be delivered to webhooks, email, Slack, cloud storage, or automation tools such as Zapier and Make.


๐Ÿ”Œ Automating Virtual Staging Actor

  • ๐ŸŸข Node.js. Install the apify-client NPM package.
  • ๐Ÿ Python. Use the apify-client PyPI package.
  • ๐Ÿ“š See the Apify API documentation for full details.

๐Ÿ”Œ Integrate with any app


๐Ÿ”— Recommended Actors

๐Ÿ’ก Pro Tip: browse the complete ParseForge collection for more real estate and image tools.


๐Ÿ†˜ Need Help? Open our contact form to request a new tool, propose a custom project, or report an issue.


โš ๏ธ Disclaimer: this Actor is an independent virtual staging tool. AI-staged images are computer-generated and should be disclosed as virtually staged in real estate listings per local regulations. All trademarks mentioned are the property of their respective owners.

Input

FieldTypeWhat it doesDefault
roomImage required string Upload the room photo or paste a direct HTTPS link here. Supports PNG, JPG, and WebP up to 15 MB. https://i.pinimg.com/1200x/cc/22/31/cc22
stagingBrief required string Describe exactly what you want to add (e.g., "Add a Scandinavian sectional, round coffee table, textured rug, and greenery near the window"). Minimum 10 characters. Add a light-toned sectional facing the w
referenceImages array Optional inspiration photos for the pieces you want to add (e.g., sofa style, decor references). Supports PNG, JPG, and WebP. not set
aiTemperature number Control how closely the render follows your original photo. 0 = stays true to the base photo, 1 = allows more creative interpretation. Leave blank to use the balanced default (0.55). 0.55

Pricing

from $90.00 per 1,000 results

Charged forWhat it isPrice each
Actor Start Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event). $0.0015 to $0.0025
Result Single result in the default dataset. $0.09 to $0.5

Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.

API

One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.

POST ยท run and get results
curl -X POST "https://api.apify.com/v2/acts/parseforge~virtual-staging-actor/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "helloWorld": 123
  }'

Examples

Input that runs as-is.

input.json
{
  "helloWorld": 123
}

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Issues

We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.

Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.

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