A video teardown judges a creator on what happens on screen rather than on their thumbnail, description or follower count. Done properly it samples frames evenly across the whole runtime, not just the opening seconds, and reads them alongside the transcript and the top comments. Virlia uses 36 frames per video, taken from YouTube's own storyboard sprites, which is why it needs no download.
Run it on your own brief
It watches 36 frames from across each video, reads the transcript and the top comments, and scores every candidate against your brand rather than a general standard. Every score links back to the second of footage behind it.
Everything below explains exactly how a teardown is done, and it stays free to read whether you sign up or not.
No card, no trial clock, nothing to cancel.
This page explains the method in full. Running it against your own brief is what the product does.
YouTube already generates storyboard sprites for every video: grids of real stills used to draw the preview you see when you scrub the seek bar. They are public, and a handful of them span the entire video.
This tool reads four of those grids, which is thirty six real frames covering the whole runtime, and hands them to a vision model along with the transcript and the top comments. No download, no video processing, no waiting for a file to transfer.
That matters because it is the difference between judging a creator on their thumbnail and judging them on what actually happens on screen at 40 seconds.
It reads context rather than matching words. A dermatologist explaining when a prescription retinoid is appropriate is safe. A wellness channel making the same claims without qualification is not. A keyword blocklist cannot tell those apart, and treats every mention of a medication as a risk.
The score here is a general read. Inside the product it is judged against your specific brand, including the topics you have ruled out, because what is unsafe for a children's brand and what is unsafe for a spirits brand are different lists.
Follower count tells you how many people might see a post. It tells you nothing about whether the creator shows bare skin or filtered results, whether they explain ingredients or list products, or whether the room they film in looks like the room your customer lives in.
Those are the things that decide whether a partnership reads as honest, and all of them are visible in the frames. Follower count is an output of doing that well, not an input to deciding who is worth working with.
Virlia watches every video frame by frame and ranks creators on what they actually do, with the evidence attached.