Adult-only · iPhone app in development

Verify the exact swim goggles you plan to buy.

ContourBayes is a brand-neutral iPhone app that uses guided iPhone camera measurement to compare one supported swim-goggle model with your facial structure before purchase—looking for lower-risk structural compatibility, not a fit guarantee.

Buying online or in store? Start with the exact model you are considering, before you pay for another pair that may not match your facial structure.

Don’t wait until your first swim to discover a poor match. Once goggles have been used in the water, a change-of-mind return may not be available.

Adult-only iPhone app in development. Not available to use yet.

Before your next pair

Choose with a clearer picture.

An adult swimmer comparing six structurally different, unbranded swim-goggle examples and selecting one exact model on a laptop.

01 · Choose the exact model

Start with the goggles
you are considering.

Compare one supported, exact model with your own structural context before purchase.

Illustrative product-selection scene. Models shown are unbranded examples.

A swimmer sees conflicting fit reports for one unbranded swim-goggle example: some report nose-side leaks while others report no leaking.

02 · Recognize the information gap

Reviews describe other people.
They cannot settle your match.

The same model can produce conflicting fit reports because swimmers do not share the same facial structure, wearing method or conditions.

Illustrative review patterns — not reviews collected by ContourBayes.

Concept image of an adult following guided iPhone camera measurement instructions while holding the phone at eye level.

03 · Planned guided measurement

Add your structural context
with guided iPhone measurement.

The planned adult-only App will guide camera measurement for a supported, specific swim-goggle model.

Planned measurement concept — not an App screenshot. The current website does not perform a scan.

Illustrative BUY result showing lower-risk structural compatibility for an unbranded swim-goggle example, with a link to the manufacturer’s official product page.

04 · Illustrative output

Understand structural risk
before you decide.

The planned result explains static structural compatibility for the supported model you selected.

BUYLower-risk structural compatibility
BORDERLINEModerate risk
NOT BUYElevated risk

Illustrative BUY example — not a real user assessment. Static structural guidance does not guarantee comfort, seal or leak-free swimming.

01 / 04

Adult-only iPhone App in development. Not available to use yet.

Static structural compatibility. No guarantee of comfort, seal or a leak-free swim.

Manufacturer links are direct and non-affiliate. ContourBayes does not sell or rank goggles for commission.

Notify me at launch

What this means today

Useful context, without a fit promise.

Founded by a swim-goggle product developer and designer with over a decade of industry experience. The idea began with family purchase uncertainty.

Any planned result is static structural guidance for one supported model before purchase. It cannot guarantee comfort, a seal, or no leaks; wearing, movement, water, and product condition still matter.

The app is not available to use yet, and this website cannot scan you.

Learn why goggles fail selected guides
Small-face adultsWhat Adults with Small Faces Should Check Before BuyingLeaksWhy Swim Goggles Leak at the NosePressureWhy Do Swim Goggles Hurt Around the Eyes?Buying goggles now? Start with four checks.

Check the exact model, recurring fit complaints, official fitting options and return rules before ordering.

Read the free buying checklist →

View all fit guides →

Review the Privacy Policy, Terms of Use, Cookie Policy, and Disclaimer.

Before you decide

A few things to know.

What is ContourBayes?

ContourBayes is a brand-neutral iPhone app in development for adults. Its planned role is to compare facial-structure measurements with a supported, specific swim-goggle model and explain static structural compatibility before purchase. The app is not available to use yet.

What can I use today?

You can read the swim-goggle buying guides and optionally subscribe to launch updates. This website does not scan you or provide a compatibility verdict. Optional survey responses are research feedback; they do not produce a compatibility assessment. No payment is collected today.

Does ContourBayes guarantee fit or leak-free swimming?

No. Static structural guidance cannot guarantee comfort, a seal, or no leaks. Wearing position, movement, water, and product condition still matter.

Is ContourBayes independent from goggle brands?

Yes. ContourBayes is brand-neutral, does not sell or manufacture goggles, and does not use affiliate links.

Optional: help shape ContourBayes feedback does not affect launch updates or reading the guides

Optional research

Help shape ContourBayes before launch.

The questions below are optional feedback. Subscription and Learn Hub access remain separate.

Question 1 of 5

Would you pay $5.99 to check the exact goggle you're considering before buying it?

Your answer is optional. No payment today.