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April 22, 2026

How CANIQO Works: What the AI Actually Looks For When You Upload a Photo

A look inside the photo analysis that powers your dog's health score, and what visible signals the AI is trained to flag before you notice them.

How CANIQO Works: What the AI Actually Looks For When You Upload a Photo

Most dog health apps ask you to fill out a questionnaire. CANIQO starts with a photo. That choice is deliberate, and it changes what the product can actually see.

A photo captures signals that are hard to describe in words. The way light reflects off a coat. The posture of a dog standing naturally. The clarity of the eyes. Owners notice these things subconsciously every day, but they rarely know what to do with the information. The AI is trained to convert those signals into something measurable.

What the AI Looks At

When you upload a photo, the analysis looks at several distinct regions of the dog. Each one contributes to the overall health score.

The eyes are one of the most information-dense areas. Cloudiness, redness, discharge, squinting, and asymmetry between the two eyes are all visible cues. A healthy dog's eyes tend to be bright, clear, and evenly open. Changes in any of those qualities can show up weeks before an owner notices something is off.

The coat is the next major region. Dull patches, thinning areas, flakiness, and uneven texture are visible in photos even when they are hard to see in person. Coat quality is closely linked to nutrition, hydration, parasites, and certain skin conditions. It is one of the earliest external indicators that something internal is shifting.

Body condition is assessed through posture and visible proportions. Is the dog standing square, or favoring a leg. Is the waist tuck visible from the side. Are the ribs too prominent or not visible at all. These cues map to weight, muscle tone, and joint comfort.

The face and mouth area give signals about dental health and hydration. Visible tartar, gum color, and dryness around the nose and lips are all things the AI is trained to flag.

What the Score Actually Means

The 0 to 100 health score is a snapshot, not a verdict. A lower score does not mean something is wrong. It means the photo contained signals worth looking at more closely. A higher score means the visible indicators in that specific photo are within a healthy range.

The score becomes more useful over time. One scan tells you about today. Five scans across a few weeks tell you about a trend. That trend is what actually matters, because most health changes in dogs happen gradually.

What the AI Does Not Do

The AI does not tell you what is wrong with your dog. It does not replace a vet exam, bloodwork, or a physical. It cannot see anything internal. It can only analyze what is visible in the image you upload.

What it can do is flag patterns worth a closer look, give you a reason to book a vet visit sooner rather than later, and track visible changes over time so you have something concrete to show your vet when you go.

Why This Matters

Dogs cannot tell you when something feels off. They adapt, they compensate, and they hide discomfort because that is what dogs do. By the time a change is obvious to an owner, it has usually been developing for a while. A photo-based check gives you a way to catch those changes earlier, without the cost or friction of a full vet visit every time you are worried.

Upload your first photo at caniqo.com and see what the analysis shows.

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