UX-first POC → SaaS

Let customers see your product in their room — directly from the PDP.

RoomFit is a platform-assisted visualizer: your platform provides the authoritative product image + metadata, and our backend safely generates a realistic preview in the customer’s photo. Simple integration. No theme chaos.

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Magento 2.4
Module + embed
AI processing
Server-side
Billing
Credits + usage stats

What customers do

~10–120s generation
  1. 1 Upload a room photo (mobile camera supported).
  2. 2 Optional: pick material / color and generate a product variation.
  3. 3 Compare before/after and open the full image.

Primary demo (Rave PDP)

Near-identical PDP with live assets + RoomFit embed: /poc/rave/pdp.html

How it works (platform-assisted)

Your platform knows the product. So we don’t “guess”. The integration passes the authoritative product image URL + title/description to RoomFit, and we generate images on our backend.

Magento integration (production)

Magento injects /embed/v1.js on PDP and controls the CTA placement. The embed is UI-only and can be opened via window.RoomFit.open(). Store admins can show quota + credits left using GET /v1/billing/summary and usage charts via GET /v1/usage/timeseries/daily.

1) Product variation (optional)

If a customer uploads a material sample, we generate a new sellable product image that keeps the product structure unchanged.

2) Room composite

We place the product (original or restyled) into the customer’s room photo with matching lighting, perspective and shadows.

Why this is different

The platform stays the source of truth. The embed is UI-only. The backend enforces cost controls, safety rules and idempotency to avoid double billing.

Built for reliability

Nothing fails silently. Jobs have clear lifecycle states, stable error codes, and a full trace in logs.

  • Remote image safety

    Strict URL validation to prevent SSRF and bad fetches.

  • Idempotency

    Retries don’t double-bill. Same key → same job.

  • Output validation

    QA gates reject “wrong product” outputs automatically.

  • Signed URLs

    Private storage, temporary access links, auto-expiry.

Pricing

Pricing depends on your store, volume, and integration needs. Contact us for a quote.

Get pricing for your store

Tell us your platform and expected monthly volume. We’ll respond with a tailored quote.

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Want this on your store?

Tell us your platform and category. We’ll set up a working demo.

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