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 shortest side for professional use; 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% - are there generation artifacts at the hairline, ears, or collar? These are invisible at normal size and distracting to people who look closely
Identity Checks (Run Second)
Once the technical checks pass, confirm the avatar looks like the real person.
Side-by-side with a recent photograph: do the key features match? Jawline, nose bridge, eye color, hair texture
Expression check: does the avatar's expression match the intended register? If it was supposed to be confident and engaged, is that what it reads as?
Age accuracy: does the avatar represent the person's current age, not an idealized younger version?
Third-party check: show the avatar to someone who knows the subject - ask if they'd recognize them from this image alone
Brand Checks (Run Third)
Once the identity is confirmed, check the brand fit.
Wardrobe aligns with brand tone (formal/casual, color palette, professional category)
Background is consistent with the visual language of the deployment context
Color temperature of the image is compatible with the brand's color palette
Place the avatar on the actual page or profile where it will live - does it integrate, or does it float?
How Kyndrify Prevents Checklist Failures Upstream
Many items here are problems you should never reach at the checklist stage. A good generation process should stop them first. Artifacts, scale failures, and brand mismatches often point to a generation that was not set up with care. Kyndrify lowers the rate of checklist failures. It builds the right settings into the generation framework. The platform uses a button-based system to guide each generation. That raises the floor of output quality, so failures show up less often. The checklist still matters. No process removes every error. But the errors it catches grow rarer and milder.
Run the checklist in order, every time, before every deployment. It takes an hour. The other option is finding problems after launch. Those take much longer to fix. They also leave a window where your avatar sends the wrong message. Skipping the checklist is never the better choice.
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
