Consistent Characters & World

Every scene in your video is a separately generated image. Which means that unless you do something about it, the woman in scene four and the woman in scene nine are two different people wearing roughly the same description.

Viewers catch that. Not consciously, and they'll never say "her face changed." They just feel that the video is cheap and they go somewhere else.

So here's the working method, and it's the same one every serious operator lands on. Generate your character once, on purpose, before you generate anything else. Not a single picture. Several angles of the same person, so you've got them from the front, from three-quarters, in profile, and save that set together as a named character model. That saved set is now the reference you attach to every scene prompt afterwards. Every one. And you attach your style reference alongside it, because the two are doing different jobs. The character reference holds who the person is. The style reference holds what the world they're standing in looks like. Drop either one from a prompt and that's where drift gets in.

This is what Channel Farm's Consistent Characters and Consistent World features exist to handle for you. You define the recurring cast, and the recurring locations and objects, and the app carries them across every scene instead of reinventing them each time. There's a version at the channel level too, in your brand profile, where you lock a character who turns up in every video you make.

While you're doing that, do the rest of it at the same time. Every character, every environment, every prop for the whole series, generated up front, before a single scene gets rendered. It's dull front-loaded work and it's the cheapest hour in the whole process, because at that stage a face you don't like costs you nothing. You look at it, you don't like it, you generate another one and swap it in. Do that until the whole set is right. Once scenes have been rendered against a character, changing your mind about that character is a rebuild.

There's an upside to all this that goes past not looking sloppy.

A recurring illustrated character builds actual attachment. Think about Lofi Girl. The girl at the desk with the headphones on, drawn once, present in every thumbnail, never says a word. People are fond of her. And fondness shows up in your numbers as click-through rate, because when your next video appears in someone's feed, the thumbnail isn't a stranger. It's somebody they already know, and they click it before they've finished reading the title. You can't manufacture that in one upload. It accrues over a library, and it only accrues if the character is genuinely the same character every time.

Build the cast first. Lock the world around them. Then let the videos stack up.