Your Pre-Launch AI Avatar Testing Checklist
Everything that should be verified before your AI avatar goes live. Organized by the order you should check it, not the order that feels most natural.
Use this ai avatar checklist before you launch. It catches good images that would deploy badly. The order matters. Some checks only show problems that later checks rely on. Run them out of order, and you can pass the later checks but still ship a broken avatar. So follow the sequence below. Each step assumes the steps before it have passed.
This checklist is not about perfection. It catches a clear set of problems. They are easy to predict. They are easy to fix before launch. They hide during generation but show up after deployment. Each item takes under five minutes. The full checklist takes about an hour. That hour is far cheaper than finding a problem two weeks into a live launch.
Technical Checks (Run First)
First, check the technical basics. Each check is simple. It either passes or it fails. If one fails, the rest of the checklist does not matter yet.
Resolution: at least 1000px on the short side for professional use. Go to 2000px or more for print or large format
File format: PNG for transparent backgrounds, JPEG at quality 85+ or WebP for web use
Crop safety: place the image in a circle crop (used by most platforms) - does the face sit well within it?
Scale test: view at 80px, 150px, 400px, and full resolution - the face should read clearly at all four sizes
Artifact check: zoom to 200%. Look at the hairline, the ears, and the collar for generation artifacts. You will not see them at normal size. They do distract anyone who looks closely
Identity Checks (Run Second)
Once the technical checks pass, make sure the avatar looks like the real person.
Set it side by side with a recent photograph. Do the key features match? Check the jawline, nose bridge, eye color, and hair texture
Expression check: does the look on the avatar's face match the register you wanted? If it was meant to read as confident and engaged, does it?
Age accuracy: does the avatar show the person at the age they are now? It should not show a younger, ideal version
Third-party check: show the avatar to someone who knows the subject. Ask if they would know who it is from this image alone
Brand Checks (Run Third)
Once the identity is confirmed, check the brand fit.
Wardrobe fits the brand tone. Think formal or casual, the right color palette, and the right professional category
The background fits the visual language of the place where it will be used
Check the color temperature of the image. It should work with the brand's color palette
Put the avatar on the actual page or profile where it will live. Does it fit in, or does it float?
How Kyndrify Prevents Checklist Failures Upstream
Many of these problems should never reach the checklist at all. A good generation process should catch them first. Artifacts, scale failures, and brand mismatches often mean the generation was not set up with care. Kyndrify lowers the rate of checklist failures. It builds the right settings into the generation framework. A button-based system guides each generation. That lifts the floor on output quality. Failures then show up less often. The checklist still matters. No process wipes out every error. But the ones it catches get rarer and milder.
Run the checklist in order, every time, before you deploy. It takes an hour. The other option is finding the problems after launch. Those take far longer to fix. They also leave a window where your avatar sends the wrong message. Skipping the checklist is never the better call.
Sources
TTGC / Kyndrify - patterns from building AI avatar tooling.
Smashing Magazine - industry standards for profile image specifications. smashingmagazine.com
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Related reading: How to Test Your AI Avatar Before Going Live · The Pre-Launch Checklist for Taking Your Avatar Live
