06 · Content Radar
Everyone in this vertical rips the same ad libraries and iterates on what they find. Whatever you pull from there, someone else already tested it and already took the upside.
New stories, formats and ideas break in organic content and in the news long before they show up as an ad. Find them there, bend them into the vertical, and you are the one being copied.
Organic video, news, Reddit and Shorts — each one a place a story can break. Everything is scored for how usable it is as an angle, and relevance is a hard gate, not a score: a typical pull drops about 190 of 210 stories.
Financial and political stories that move auto insurance. Free RSS, no API keys, costs nothing to run.
BuiltInstagram and TikTok by account, hashtag and keyword. Ranked on outperformance against the account's own median — not raw views, which flatter big accounts and hide breakouts.
Facebook adapter built, switched offWhere a story is argued out before anyone turns it into an ad. One adapter by design — the pipeline takes it without changes.
Preview ↗ DThe fourth surface, and the fastest-moving one. Same adapter shape as the other three.
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