Now I help creators and small businesses stay ahead of the algorithm, so it never gets the chance to shut off your ad dollars in the first place.
I worked in AI data annotation for content safety, training the systems that flag your videos before a human ever sees them, and training the human reviewers who make the judgment calls the AI can't. That's the part most people never see: the grey areas, the context a policy document can't capture, and how brutal it feels to get rejected for something that was never actually a violation.
I reviewed policy violations across 70+ markets, on thousands of creatives, ads and TikTok Shop videos. I know exactly which words, transitions and product claims trip the wire, and just as importantly, which false positives are worth fighting.
Your content is your income. One auto-flagged video shouldn't be the reason a brand deal or payout falls through. I check your scripts and cuts before they go live, in plain language.
You don't have a compliance team. You have me. I review your ad creative and shop content batch by batch, so campaigns launch on time, not stuck in appeal for weeks.
Everything I publish, the policy breakdowns, the automod post-mortems, the "why was this actually flagged" deep-dives, is free to read. That's on purpose. I spent years on the other side of the review queue; the least I can do is make that knowledge public instead of gatekeeping it behind a course.
This content stays free because readers keep the lights on. If a post saved you a rejected ad or a banned account, a coffee goes a long way.
Policy changes, fresh rejection triggers and the fixes that clear them. One email when something actually changes, never a drip campaign.
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