Skin Bliss: How We Rate Products
How the Skin Bliss Overall Score is calculated: six evaluation dimensions and a three-step check that answers whether a product actually fits you
Skincare is not one-size-fits-all, so our product ratings aren't either. When you open a product in Skin Bliss, the Overall Score you see is not a verdict on the product in general. It's an answer to a much more specific question: will this product work for me, given my skin and what I'm trying to do?
Here's how we get to that answer.
The six things we look at
Every product in the catalog is evaluated across six dimensions, and every dimension can shift the Overall Score up or down for you specifically.
- Skin type compatibility. Is the formula right for your base skin type (dry, oily, combination, normal, sensitive)?
- Skin concerns. Does the product contain ingredients that target the concerns you flagged in your profile (acne, pigmentation, fine lines, redness, and so on)?
- Skin condition safety. If you flagged a condition like rosacea, eczema, or perioral dermatitis, does the formula avoid ingredients that are commonly problematic for that condition?
- Ingredient quality and efficiency. How well-formulated is the product in absolute terms, and how much active value does it deliver relative to others in the same category?
- Lifestyle values. Things like fragrance-free, vegan, cruelty-free, pregnancy-safe, microplastic-free. Only the filters you care about affect your score.
- Personal preferences. Ingredients you've marked as "avoid," textures you don't like, and anything else you've told the app about how you like your routine to feel.
All six feed into the Overall Score. None of them is a universal ranking of "good" versus "bad" product. Each one is weighed against your profile.
How the score is calculated
The score runs through three checks, in order.
Does it respect your skin type? This one is foundational. If a product is wrong for your base skin type (a stripping foaming cleanser on very dry skin, say), it cannot score highly, even if everything else about it is good. Your skin type gets the first word.
Could it make your concerns worse? If the formula contains ingredients that are likely to aggravate something you flagged (redness, sensitivity, breakouts on acne-prone skin), the score drops in proportion. This is the "do no harm" check.
Can it help with what you're trying to fix? We identify the top concerns the product may support, based on its ingredients and their likely concentrations. The score goes up when there's real overlap between what the product delivers and what your profile says you're working on.
A product doesn't have to hit every concern to score well. A cleanser does not need to fight wrinkles; it just needs to be a good cleanser for your skin type and not undermine the rest of your routine. That's realistic versatility: every product plays its role in the stack, and the score reflects how well it plays that role for you.
What to do with the score
Use it as a starting point, not a final answer. A high score means the ingredients line up well with your profile and the product is worth a closer look. A low score means there's likely a better match for you in the same category, so it's worth tapping in and seeing which flag pulled the number down.
If you want more detail, the Skin Bliss app breaks the Overall Score into its components, including the Efficiency Score and Quality Score, so you can see exactly what the algorithm is reacting to. That way you can decide which factors matter most to you and which ones you're comfortable overriding based on how your skin actually responds.
Your skin has the last word. We're just here to make the ingredient math faster.
