How we read a fragrance
Every label on FragranVerse comes from rules we can show you. No secret scoring, no vibes dressed up as data.
Families
Every perfume lands in one of 14 families: Fresh, Woody, Oriental, and so on. We decide the family from the perfume’s published notes, not from its marketing. The family is the first word you see on a card because it is the fastest honest answer to “what kind of smell is this?”
Clone and alternative labels
When a brand says a perfume is inspired by another one, or when the perfume community widely treats it as a substitute, we say so in plain words: “inspired by”, plus a coarse closeness label: Strong, Moderate, or Loose. The closeness comes from comparing the two perfumes’ note pyramids: how many of the same notes appear in the same layers. We never show a fake percentage. Two perfumes sharing notes does not make them identical, and a low score does not cancel what the brand or the community says. The source decides; the numbers only add context.
Climate fit
Some smells carry better in heat, others in cold. We read a perfume’s family, its heaviest notes, and its strength, and from that we say where it is most comfortable: hot and humid weather, cool weather, or year-round. Think of it as a dressing guide for scent: linen in summer, wool in winter.
Your city’s weather
On the tools and your dashboard you can pick your city. We look up what that city is usually like this month, using long-run weather records: how hot it gets and how humid the air is. From that we say what the month reads as: monsoon season, summer heat, winter, or mild weather, and we tell you how that weather treats the perfume or shelf you are looking at.
Three honest limits, stated plainly. First, these are monthly averages, not today’s forecast; a heatwave or a rainy afternoon can beat the average. Second, we describe perfume behavior from the chemistry we can see: lighter, fresher notes fade faster in humid heat, while heavier, darker scents project more. That is directional advice, not a measured number of hours. Third, we have not measured perfume performance in every city we list. Where the science is extrapolated rather than directly measured, the guidance says so in the tool.
Shelf Score and Redundancy
Your shelf score compares your collection across coverage (how many families you own), versatility (how balanced your regions are), season fit, and overlap. The overlap check flags pairs that share most of their notes: those are the scent twins you may have paid for twice. The score is your collection talking back to you, not a judgement of taste. A shelf full of one family can still be a shelf you love; the score just shows what it is missing.
What we never do
We do not invent reviews, ratings, or percentages. We do not call a perfume a clone because its notes overlap if nobody else says so. We do not sell scores to brands. Where we are unsure, the label says so.