BrandrAI · Universal Image Directory
Sandbox
Everything we built, in one place. The items marked Live open and work right now.
Play with it
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Image Review Tool
303 real MVF products. Approve / flag each image. AI pre-flags the wrong ones. Export your decisions.
The reports (shareable one-pagers)
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The Image-Quality Spectrum
WYLD 100% → MFused 80% → dispensary 55%. The whole thesis on one page.
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Mountain View Farmacy audit
A dispensary menu: 55% correct. The 6 flat-out-wrong images + wrong-variant examples.
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Super Fog by MFused audit
A brand catalog: 80% correct. 10 products show just the logo.
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WYLD audit
A brand that does it right: 15/15 correct. The source of truth.
Needs Dang to deploy
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Brand Image Audit Worker
Type any brand → instant audit + emailable report. The reports above are its output. Live once deployed (PR #216).
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Match engine (#210)
The matcher that maps a menu line to the right product. Runs in the app as an API (no screen yet).
Try it on your brand
Tip: the items under “Needs Dang to deploy” aren’t live yet. Everything marked Live works offline by just opening this file.