Structured Burn: find cannabis by the experience you want, backed by lab COAs

Hi everyone,

I’m Tom, co-founder of Structured Burn. Sharing what we built and looking for feedback.

What it is
Structured Burn is a cannabis product-matching platform. You pick the experience you want (focus, creative, social, relax, sleep, and a few more), and it matches you to products using real lab data instead of sativa or indica labels.

Why we built it
Strain names don’t tell you much. Two products sold under the same name can have very different terpene and cannabinoid profiles, and the only place the real numbers live is the lab’s Certificate of Analysis (COA). Our rule is simple: if a terpene value can’t be traced to a signed COA, it doesn’t feed a recommendation. We don’t estimate it.

What you can do today

• Get matched to products by the experience you want

• See terpene and cannabinoid breakdowns tied to lab results

• Use it on iOS or Android

For dispensaries and brands
Under the app is a COA-backed data layer: lab results normalized into one structure so the same terpene and cannabinoid data can power recommendations for shoppers and, through our partner API and embeddable widget, for dispensaries and brands. If you work on the retail or brand side, I’d like to hear what you’d need from a data source like that.

Try it
iOS: https://apps.apple.com/us/app/structured-burn/id6788628028
Android: https://play.google.com/store/apps/details?id=com.structuredburn.app
Web: https://structuredburn.com

What I’m asking for
If you try it, tell me what’s confusing or broken. And would you trust a recommendation more if you could open the COA it came from?

Thanks for reading,