Playbooks
AI UGC, niche by niche
The general advice lives in the posts. These pages are the specific version: what AI UGC looks like inside one niche, which formats fit it, which objections its buyers actually have, and which claims to keep out of the script. Each one also says what not to generate, because every niche has a place where generation stops being production and starts being fabrication.
8 playbooks, each written for its niche rather than templated across them.
The playbooks
AI UGC for skincare brands
How skincare and beauty brands use AI UGC: the formats that survive a crowded feed, the objections worth answering on camera, and the claims to keep out of the script.
Read the playbookAI UGC for fashion brands
How fashion and apparel brands use AI UGC without faking fit: the styling formats that work, the sizing objections to answer, and where real customer footage still wins.
Read the playbookAI UGC for food and beverage brands
How food and drink brands use AI UGC when taste cannot be generated: the recipe and pantry formats that work, the claims regulators watch, and where real reactions still matter.
Read the playbookAI UGC for fitness brands
How fitness and wellness brands use AI UGC: the routine formats that hold attention, honest ways to handle results content, and the ad rules around transformations.
Read the playbookAI UGC for apps and SaaS
How software products use AI UGC: pairing presenters with real screen recordings, the problem-first formats that stop the scroll, and honesty rules for numbers on screen.
Read the playbookAI UGC for home and living brands
How home and living brands use AI UGC: before and after spaces, restock and organization formats, and the durability and dimension questions worth answering on camera.
Read the playbookAI UGC for pet brands
How pet brands use AI UGC when the real star is the pet: which half of the video to generate, the safety questions owners actually ask, and the claims to leave to the vet.
Read the playbookAI UGC for courses and coaching
How course creators and coaches use AI UGC without renting a fake face: the teaching formats that build trust, the income claim rules, and when your own avatar is legitimate.
Read the playbook
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