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Free foundation-model playbook

Fast virtual staging without a staging subscription.

A room-preserving workflow for agents, teams, photographers, and FSBO sellers using the image tools already available inside major foundation-model products.

By Ryan WannerPractical guideReviewed August 20, 2026

What “fast” means here

Fewer uncontrolled revisions: one clean source image, one explicit room brief, one model, one verification checklist.

The 8-second rule

Preserve. Verify. Disclose.

HyperFrames editorial motion asset. Silent, 8 seconds, 1920×1080.

Try the workflow simulation.

Interactive Remotion simulation: the workflow is real; product interfaces change. Always verify current model capabilities before starting.

The complete six-step workflow.

  1. 01

    Start with a clean source photo

    Use the highest-resolution original. Correct exposure and verticals first, but do not erase property condition.

  2. 02

    Write a room brief

    Name the room, style, likely occupant, must-preserve features, furniture limits, and anything the model must not obscure.

  3. 03

    Run one controlled edit

    Upload the original and use the master prompt. Change one variable per revision so you can see what improved or drifted.

  4. 04

    Compare against the original

    Check geometry, permanent features, material colors, exterior views, defects, furniture scale, shadows, and reflections.

  5. 05

    Export both files

    Keep the untouched original beside the staged version. Use predictable names so the disclosure and review chain survives handoffs.

  6. 06

    Disclose wherever it appears

    Label the image as virtually staged in the image or caption and follow the relevant MLS, platform, brokerage, and local rules.

Worked visual example

Furniture changed. The room did not.

Use the empty frame as the truth source. Then inspect the staged draft edge by edge. A persuasive picture still fails if a window, doorway, floor line, fixture, or exterior view moved.

Warm-modern living-room virtual staging: Before — original empty room

Before — original empty room

Warm-modern living-room virtual staging: After — virtually staged draft

After — virtually staged draft

What this example teaches: The staged draft adds a restrained furniture plan while the window, fireplace, doorway, flooring, camera, and exterior view remain available for direct comparison. Controlled fictional example created for this guide. It is not a real listing, endorsement, or comparison of named models.

Copy, customize, verify

The master staging prompt.

Room-preserving master prompt

You are editing a real-estate listing photo.

GOAL
Virtually stage this exact empty [ROOM TYPE] in a [STYLE] style for a likely [BUYER/RENTER PROFILE].

PRESERVE EXACTLY
- camera position, focal length, crop, perspective, and room proportions
- walls, windows, doors, trim, ceiling, flooring, built-ins, outlets, vents, and permanent fixtures
- the exterior view, natural light direction, and existing material colors

ADD ONLY
- movable, realistically scaled furniture and restrained decor
- a clear walking path and a layout appropriate to the room's actual use
- natural shadows and reflections consistent with the original light

DO NOT
- renovate, repair, widen, remove, or add architectural features
- hide damage or defects
- add text, logos, people, pets, or impossible views

OUTPUT
One photorealistic listing image at the original aspect ratio. No commentary.

Choose your model playbook.

Gemini

Image editing inside Gemini Apps, including uploaded reference images.

Open playbook →

ChatGPT

Create and edit with ChatGPT Images; use selective edits for controlled revisions.

Open playbook →

Grok

Generate or edit through Grok Imagine; keep iterations tightly constrained.

Open playbook →

Claude

Use Claude to inspect, brief, and QA images; use another tool for the actual render.

Open playbook →

Free download

Master prompt pack

Room brief, first-pass prompt, correction prompts, and a negative-constraint block.

Download .txt ↓

Free download

Verification checklist

A line-by-line comparison gate for property facts, geometry, defects, and disclosure.

Download .txt ↓

Free download

File naming system

A simple original/staged/revision naming scheme for clean handoffs and auditability.

Download .txt ↓

Selling your own home?

The FSBO edition adds shot selection, a buyer-oriented room brief, publishing checks, and a disclosure script.

Open the FSBO playbook →

Every tool gets its own playbook.

FSBO virtual staging

Photo capture, disclosure, publishing checks, and a small-office example.

Open standalone guide →

ChatGPT staging

Upload, edit, correct one region, and run a property-accuracy gate.

Open standalone guide →

Gemini staging

Reference-image editing, explicit locks, and controlled revisions.

Open standalone guide →

Finish the staging operating system.

Source photography

Capture honest, stageable phone photos and keep the originals.

Open standalone guide →

Prompt library

Copy the property-lock and focused-correction system.

Open standalone guide →

Quality control

Compare geometry, condition, furniture physics, and artifacts.

Open standalone guide →

Disclosure + records

Package the accurate edit with labels, provenance, and local-rule checks.

Open standalone guide →

Research sources

Check the current rules, capabilities, and source basis.

  1. 01FTC: Advertising and Marketing Basics ↗

    Advertising claims must be truthful, non-deceptive, and evidence-based.

  2. 02HUD: Digital-platform housing advertising guidance ↗

    Official Fair Housing guidance for housing advertising that uses digital and automated systems.

  3. 03Google Search Central: Image SEO ↗

    First-party guidance for image context, quality, alt text, and discoverability.

  4. 04NIST Generative AI Profile ↗

    Risk-management guidance supporting human review, tracking, and documentation for generative AI work.

Product access, limits, local listing rules, platform policies, and laws can change. Re-check the linked authority before important or public work.

Keep building

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