Inference Beauty

Everyone says the biggest problem with selling fragrance online is that people can't smell it.

We don't think that's the real problem.

The real problem is uncertainty.

When shoppers walk into a perfume store, they rarely start from zero.

"I wear Bleu de Chanel."
"I loved Black Orchid."
"I'm looking for something similar."

They're searching from familiarity, not from scratch.

But online?
We ask them to browse hundreds of bottles, read fragrance notes they don't understand, and hope they make the right choice.

That's not discovery.
That's guesswork.

One insight from working with fragrance brands stood out to us.

Most customers didn't want AI to tell them what to buy.
They wanted AI to understand what they already loved.

That small shift changes everything.

Recommendations stop feeling random.
Shopping becomes more confident.

And suddenly, online fragrance starts feeling much closer to the experience of talking to someone at a beauty counter.

We think we often ask the wrong question.

Instead of asking, *"How do we replace the in-store experience?"*

We should ask,
"How do we recreate the confidence that the in-store experience gives people?"

That's where we believe the next generation of beauty commerce will be won.

Curious, how are you thinking about building confidence in digital beauty shopping as AI becomes part of the customer journey?

, CEO, Inference Beauty

We're proud to be featured by Cosmetics Business among the leading foundation shade matching technologies of 2026.

A big thank you to Cosmetics Business for recognizing Inference Beauty and showcasing the innovations shaping the future of beauty e-commerce.

Finding the right foundation shade online remains one of the biggest challenges in beauty retail. Our AI-powered Foundation Match Technology helps brands remove uncertainty with accurate cross-brand shade matching, personalized recommendations, and seamless digital consultations, improving customer confidence while increasing conversions.

We're excited to continue helping beauty brands and retailers create smarter, more personalized shopping experiences.

Read the full article via the link in the comments.

We're proud to be recognized among the leading foundation shade matching technologies of 2026.

A big thank you CEO Weekly for featuring our CEO 𝗘𝘀𝘁𝗲𝗹𝗹𝗮 𝗕𝗲𝗻𝘇 and Inference Beauty alongside other innovators driving the future of beauty technology.

Finding the right foundation shade online remains one of the biggest challenges in beauty e-commerce. AI-powered shade matching is helping brands remove uncertainty, improve customer confidence, reduce returns, and increase conversions.

Our 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗠𝗮𝘁𝗰𝗵 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆 combines AI, cross-brand shade matching, and personalized recommendations to help beauty brands and retailers deliver seamless digital shopping experiences that customers can trust.

Read the full article via the link in the comments.