AI ACCELERATION — CHATGPT VIRTUAL STAGING PROMPTS

FIRST PASS
Edit this uploaded real-estate photo in place. Add a restrained [STYLE] furniture layout for this exact [ROOM]. Preserve camera, crop, perspective, proportions, walls, windows, doors, floor, ceiling, trim, built-ins, permanent fixtures, material colors, exterior view, and visible condition. Add only [FURNITURE]. No renovation, repairs, hidden defects, text, people, pets, or logos.

FOCUSED EDIT
Change only [OBJECT OR AREA] by [EXACT CHANGE]. Keep every other pixel-level property feature and all already-correct furniture unchanged.

GEOMETRY RECOVERY
The last edit changed [FEATURE]. Restore its size, position, material, and perspective from the original upload. Do not regenerate the rest of the room.

FINAL QA
Compare original and staged images. Mark each permanent feature pass, fail, or uncertain before evaluating style.