• Structural Lock — Preserves walls, windows, doors, and ceiling lines during transformations so generated outputs stay architecturally accurate — essential for real estate agents who cannot misrepresent a property's layout in listing photos.
• Real Shoppable Products — Surfaces actual purchasable furniture and decor from West Elm, IKEA, Target, Wayfair, and other retailers matched to your space, style, and ZIP code budget — available on Pro, Advanced, and Agency plans.
• Conversational Agentic Experience — Refine specific elements through natural language instructions ("swap the rug but keep the bed and nightstands") without regenerating the full image — builds decision clarity iteratively across each pass.
• Decision Canvas — Set budget, ZIP code, and structural constraints before generating so every output is grounded in real-world parameters rather than generic AI stylization.
• Batch Listing Gallery Processing — Upload up to 50 listing photos in one pass on the Agency plan; the AI sorts by room, flags compliance issues, applies enhancements and staging, and exports a high-resolution, market-ready gallery in 2–5 minutes.
• Reference Photo Input — Upload a Pinterest board, magazine photo, or moodboard and specify how it should influence the result — "match the palette, ignore the furniture" — for directed rather than generic transformations.
• Floor Plan to Photorealistic Render — Convert architectural floor plans into fully furnished, photorealistic room visualizations — used by property developers to sell pre-construction units before physical spaces exist.
• Day-to-Dusk, Snow Removal & Seasonal Edits — Transform exterior listing photos for season-appropriate presentation: remove snow, add golden-hour lighting, clean up skies, and enhance curb appeal without scheduling weather-dependent shoots.