Mobile Catalog App

Give shop admins a premium mobile catalog workflow with AI-assisted product capture.

Optical Catalog Studio is the separate mobile experience for shop admins who want to capture products, refine images, match frames with existing stock references, and push catalog drafts to the database without opening the full desktop panel. It is focused on one job only: camera-first catalog creation, branch-aware draft review, and AI-assisted metadata cleanup for faster product onboarding.

Updated 21 March 2026 Refreshes 18 April 2026 4 min read

This mobile app is designed as a focused catalog utility for shop admins, giving teams a faster path to capture products, improve product photos, and push structured drafts into the database without opening the full web panel on a phone.

What the mobile catalog app does

  • Capture products with camera or gallery and auto-refine the image
  • Use AI to suggest title, category, SKU, price, and matching products
  • Save drafts branch-wise into Firebase without mixing raw captures into live stock
  • Review and clean catalog drafts on mobile before publishing further

How the rollout works without a Play Store listing

You can host the APK directly inside the same project and expose the install link from the website.

This keeps the marketing site, admin configuration, and mobile installer in one controlled rollout path.

  • Upload the Android build into the project-hosted download directory.
  • Deploy hosting and let the landing page switch to a live Download APK button.
  • Add private install, browser preview, or iPhone rollout links later without redesigning the page.

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Frequently asked questions

Is the mobile app for every staff member?

No. The mobile app is intentionally limited to catalog-related activity for shop admins so the workflow stays focused and easy to use.

Can the app work even if there is no Play Store URL yet?

Yes. The installer can be hosted directly inside the same website project and served as an APK download link from the public site.

Does the mobile app push data into the same database?

Yes. It is designed to save mobile-captured catalog drafts back into Firebase with branch-aware scope and review status.