App Masters · Jun 16The AIGC Ad Creatives Crushing It vs. The Ones Flopping
Wins on creative diversity rather than creative count, using an in-house drag-and-drop tool called Pavuk that plugs in many AI models. Its one-click static ads often beat long storytelling ads, and dropping strict brand guidelines made performance marketing work. It grew big in 2020 with its own face swap model and now sees itself as a consumer product company.
Tips
- Anchor ads on one real UGC creator, then vary everything around them▶ 4:55The Bite Pal ad ran more than a month, long for the current environment, and changing the background alone made a 20 to 30% difference.
- Iterate on a winning creative to reach new pockets of audience▶ 9:24Anton said background changes can move performance by roughly 20 to 30%.
- Stop trying to predict winning ads; test volume and let the platform pick▶ 35:38Nathan said a 10 to 15% win rate is considered standard, and Reface's one-click generated ad beat a big storytelling ad.
- Judge AI creative by winners found, not by production cost saved▶ 26:59Nathan's example: 1,000 versus 5,000 a month on creative production against a million in ad spend.
- Build an internal creative tool that plugs in many AI models▶ 6:04Reface's creative diversity is strong even though its raw creative count is lower than big publishers.
- Use n8n to connect your marketing factory end to end▶ 3:20
- Stop reverse engineering why an ad won; focus on concepts instead▶ 32:27He saw the same supposed drivers fail when tried on other clients and apps.
- Treat AI idea generation as a collaboration, not a replacement▶ 28:46
- Test music and sound in every creative▶ 22:01Anton said music drives performance quite a bit, even though many viewers watch muted.
- Build brand down the funnel, not through creative guidelines▶ 38:47Bite Pal has a lot of organic traffic and word of mouth despite loose ad branding.
- Do not cling to your old process; adopt AI faster than competitors▶ 22:23
- Pick your layer: build consumer products instead of competing on AI models▶ 23:21Reface grew relatively big in 2020 with its own face swap model.
- Invest in distribution because building apps is now cheap▶ 25:00
- Commit to an idea you love before ads prove it, if you can fund it▶ 15:00Bite Pal later hit number three nutrition app and top 10 fitness app globally by downloads.
- Be transparent about AI use in the app; users do not drop off▶ 12:16A/B tests showed no large drop-off from AI disclosure.
- Hire for curiosity and drive, and run small teams of strong operators▶ 42:48
