Publishing an AI-staged listing photo is a review task, not only a generate task. Check that walls and windows still look right. Pair the original. Paste a clear disclosure. Confirm you used credits knowingly. Then upload. This checklist is for teams using virtualstagingai.dev.
1. Architecture review (60–90 seconds per image)
If any box fails, regenerate or discard. The FAQ notes models can make mistakes even when prompts ask to preserve layout.
- [ ] Windows still align with the source
- [ ] Doors not removed by accident
- [ ] Floor perspective not warped
- [ ] Exterior view through windows still plausible
- [ ] No melted furniture intersecting walls
2. Pairing
Use the checks below.
- [ ] Original file saved in `00-originals`
- [ ] Staged file saved in `10-staged`
- [ ] Public gallery will show both or link both
3. Disclosure text
Use the checks below.
- [ ] Exact sentence saved in `disclosure-text.txt`
- [ ] Sentence pasted into the portal field that buyers actually see
- [ ] No claim that furniture is included
4. Credits and exports
On virtualstagingai.dev, paid credits unlock source photos with up to four successful staging variations per credit according to the pricing explanation. Formats accepted include JPEG, PNG, and WebP up to the configured upload limit (default 10 MB on the FAQ).
- [ ] You know which credit this source consumed
- [ ] You downloaded the version you reviewed, not an older draft
- [ ] You are not about to publish a watermarked trial if your plan promises no watermark on paid outputs
5. Human sign-off
Use the checks below.
- [ ] Listing agent skimmed the pair
- [ ] Anyone required by brokerage policy approved the disclosure wording
Fast failure examples
Any one of these is enough to hold the post.
- Sofa blocking a door that is open in the original
- Window panes bent into curves
- Fireplace floated into the wrong wall
- Caption says nothing while the room is fully furnished in pixels
How to use the studio without rushing
Batch-first workflows create stacks of unread mistakes. Empty rooms are especially tempting to over-stage; keep furniture density believable for the square footage.
- Upload one room.
- Generate.
- Compare beside the source in the review UI.
- Only then batch the next room.
Room-order tip that saves credits
Stage living rooms and primary bedrooms first if credits are limited. Kitchens and baths often need more scrutiny because appliances and fixtures must stay truthful. If a kitchen stage alters counters, discard it even if it "looks nicer."
Team handoff template
Paste into Slack or email:
No handoff note, no publish.
Credit-aware publishing order
This order matches how buyers skim galleries and reduces wasted regenerations.
- Review living room stage + original + disclosure
- Review primary bedroom the same way
- Only then spend credits on secondary rooms
- Skip staging for rooms where architecture review keeps failing
Storage note
The FAQ explains that production storage uses private object storage for source and results so jobs can run, with metadata in a database and generation through an image provider adapter. That is operational detail for your team — it does not replace disclosure to buyers. Public listings still need clear wording and originals.
Two-minute agent review script
Say this while looking at the pair:
If you stumble on step 4, regenerate. If you stumble on step 3, fix the caption before MLS upload.
Also keep style experiments inside the four variations allowed per credit when possible, instead of uploading the same source again and spending another credit by mistake.
- "This is the empty room."
- "This is the staged visualization."
- "Furniture is not included."
- "Windows and walls look the same to me."
Publishing day timeline
If the phone check fails, fix captions the same day. Do not wait for a complaint.
- Morning: generate and review living room + bedroom
- Midday: agent sign-off on pairs and disclosure sentence
- Afternoon: upload originals and staged images together
- End of day: open the public listing on a phone and confirm the disclosure is visible without hunting
Style notes that still need disclosure
Modern, Scandinavian, luxury, or any other style preset does not change the need for disclosure. Style is presentation. Disclosure is honesty about visualization. Keep both.
Frequently asked questions
Can I publish if the portal allows only one photo slot? Then the single photo should be the original, or a staged photo with an unmistakable on-image label, depending on your brokerage rule. When in doubt, ask the broker before uploading.
Does disclosure replace an in-person showing? No. It reduces confusion. Showings still matter.
What if the seller insists on hiding the original? Pause. Explain that buyers compare rooms on tour. If policy requires originals, do not remove them to win an argument.
Sources
FAQ
Pricing
Studio home