Is AI video worth it for business? Lessons from Reddit

Fully AI-made vs AI-assisted

The clearest pattern across the threads is that "all AI" and "AI-assisted" are two very different things.

One small-business owner described posting fully AI-generated videos and seeing them perform worse. When they went back to filming real footage and used AI for the captions, B-roll and editing instead, production got quicker and their reach didn't noticeably suffer. Advertisers in other threads landed in the same place: mix real footage with AI-assisted editing or product visuals, rather than handing the whole thing over to a generator.

The real win: testing more versions

Advertisers who were happy with AI video rarely said a single AI ad beat their best real one. What they valued was volume. One advertiser explained that individual AI ads converted worse than real creator content, but being able to test far more versions made the overall approach worthwhile. Others said the same thing more simply: AI is most useful for producing variations and speeding up the edit, not for replacing the people making the creative decisions.

Hooks and pacing beat the tool

Several commenters pushed back on the idea that "AI or not" is the question that matters. In their experience, a strong hook, good pacing and posting consistently had more effect on reach than how the video was made. The advice for AI ads in particular was to make them feel like natural, informal content, with a clear hook, real-looking footage and, where possible, a human voiceover or genuine social proof, so the technology isn't the thing people notice.

AI avatars split opinion

Experiences with AI avatars and synthetic "creator" ads varied widely. One commenter said creator-style AI ads had done well for some cosmetics campaigns; others found avatars looked unnatural and underperformed real creators. Some also felt the AI look suits certain audiences and niches better than others. The common advice was to judge it on your own campaign's numbers rather than on anyone's general claims.

What we'd add

This matches what we see in our own work. A few things we'd add from the production side:

• Direction is the difference. The tools generate shots; people turn them into a film. A lot of the "AI looks cheap" reaction comes from unedited, undirected output.
• Start from what's real. Real footage of your team, premises or product, extended with AI-generated scenes, keeps the trust that real content earns.
• Plan for versions from day one. If testing is the real benefit, brief for several hooks, lengths and formats at the start.
• Label and stay honest. Platforms ask creators to label realistic AI content, and UK ads mustn't exaggerate what a product looks like or does.

So, is it worth it for your business?

Based on what people on Reddit report, AI video is most likely to be worth it if you run ads and want to test lots of creative quickly, if your idea would be too expensive to shoot for real, or if you want to get more out of footage you already have. It's less likely to pay off if you're hoping one fully AI-generated video will replace real people talking about your business.

If you're weighing it up, our AI video production page shows how we mix real footage, AI and proper finishing. For the basics, read what AI video production is.

Sources

The Reddit threads this article summarises, read on 1 November 2026. Points are paraphrased in our own words. Purple Cloud isn't affiliated with Reddit.

• How are AI videos for social media and is their impact on reach? (r/AI_UGC_Marketing)
• AI-generated video ads: anyone actually getting results? (r/FacebookAds)
• Anyone using AI videos for paid social ads? (r/PaidSocialAdvertising)