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AI infrastructure

# Clear

On the surface, Clear is a free mobile app where consumers track routines, products and selfies, get brand-agnostic recommendations, and learn from others in the community. Underneath, we’re building a vertically focused AI/data platform that helps consumers, clinicians, and brands understand what actually works, for whom, and why. The skincare industry is worth over $200B globally, yet it still runs largely on guesswork: consumers waste money on trial-and-error, brands lack real-world evidence,

sources

2

Evidence entries preserved.

affiliations

1

Y Combinator

competitors

6

Mapped from High Signal graph features.

status

generated

artifact cache

last updated

2026-07-15

17:19 UTC

source evidence

Why this company exists here

## Y Combinator

yc-company-directory #927

[official source](https://www.ycombinator.com/companies/cleartax)

## Y Combinator

yc-company-directory #4443

[official source](https://www.ycombinator.com/companies/clear)

generated read

High Signal interpretation

Clear is classified as **AI infrastructure** from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction

Product facets

skincare industryconsumerscliniciansproductsClearAI/data platformbrands

mapping method

Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

## Companies similar to Clear

AI infrastructure · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

[### Bountiful match 75We’re on a mission to optimize the agricultural industry. When we started Bountiful in 2015, the grape error rate for predicting production was 30 percent. Why? We found that many farmers in the specialty crops space were still using traditional pencil-and-paper techniques to predict yield. These low-fidelity forecasting methods weren’t giving them a clear enough understanding of their production until it was too late, leading to waste and inefficiency throughout the supply chain. We saw a problshared extracted concept terms: industry; shared product terms: re, industry, error, why; shared affiliation: Y Combinator](https://highsignal.app/case-studies/bountiful)[### Charge Running match 57Charge Running is a community for all runners. We host 20+ live virtual running classes and races per day, where runners join and run together from all over the world through a mobile app. Each class is hosted by a live, certified run coach, that tracks all participants' distances, paces, cadences, and interval summaries as they lead the runners via audio through effort-based run classes. Each runner can chat with the coach and other participants of the run, as well as see in real-time the distashared product terms: community, over, mobile, app; shared affiliation: Y Combinator](https://highsignal.app/case-studies/charge-running)[### Dinesafe match 55We provides tools, data and systems to facilitate real-time insights, decluttering outbreak detection and enhancing risk mitigation. Our surveillance is used by industry, public heath and consumers globally.shared extracted concepts: consumers; shared product terms: consumer, industry, globally, real; shared affiliation: Y Combinator](https://highsignal.app/case-studies/dinesafe)[### Motives match 55Motives is a team of AI agents that runs qualitative research projects for consumer brands: moderating and analyzing video interviews to help brands understand consumer preferences and test new ideas, in hours instead of weeks.shared extracted concepts: brands; shared product terms: consumer, brand, understand, runs; shared affiliation: Y Combinator](https://highsignal.app/case-studies/motives)[### Paasa match 49Paasa helps wealthy Indians invest in global equities - without middlemen, hidden fees, or paperwork. While high-net-worths in India often have international expenses from children's education to healthcare, most still save in INR, a currency that depreciates ~2–5% per year against the USD. Why? - Broken outward remittance process - Fear of making mistakes in tax or compliance - Paper-heavy onboarding processes of international brokers - Lack of trustworthy guidance Paasa offers a mobile app thashared product terms: mobile, app, why, worth; shared affiliation: Y Combinator](https://highsignal.app/case-studies/paasa)[### Orderly Health match 44Orderly provides a free software to help consumers understand their healthcare costs and save money.shared extracted concepts: consumers; shared product terms: free, consumer, understand, money](https://highsignal.app/case-studies/orderly-health)

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