SipSignal
BetaEarly access. I'm still verifying every data source and label — some doses or ingredient lists may be off. Spot something wrong? Tell me ↗
Functional drinks love to list big-name ingredients — then quietly under-dose them. SipSignal reads the label of each drink and scores how much is a real clinical dose, and how much is just label decoration.
Integrity score (0–100) — how close a drink's ingredients get to the dose that's clinically shown to work, across everything the label is accountable for. Hiding a dose counts against the score rather than dodging it, so the number can't be gamed by leaving ingredients off the maths.
- Each card lists a drink's functional ingredients (the actives it's sold on, not flavourings or juice). Per ingredient: ✓ green hit the clinical dose · ↓ red under-dosed — tap a % to read the study.
- The small grey line under each ingredient is what it's clinically studied to support — an evidence finding, not a brand claim.
- A figure can read over 100% (e.g. 278%) — that's how far the dose sits above the clinical minimum. The score caps each ingredient at 100%, so going over the dose neither raises nor lowers it; the overage is shown, not rewarded.
- A greyed-out ingredient has no usable dose. If the brand withholds it (hidden in a blend, or no mg on the label) it counts as a zero. If we haven't verified it yet, it's left out of the maths instead.
- A ≈ dose was derived from disclosed composition (an ingredient's % of the serving) when the label states no mg — a rough proxy, not a stated figure.
Missing a drink you'd buy? Tell us the brand and product and we'll audit its label against the clinical doses.
Suggest a drink ↗Would you reach for this?
Three quick questions — whether you'd check this before buying, what you trust or don't, and what you'd want next. Takes a minute, shapes what gets built.
Give 3 reactions ↗