I gave Jev 3,282 of my X posts across 100M views and asked it to find what actually…
This is a marketing post classified by Jev as Social media growth (a playbook), kept by the Marketing Radar because it carries real work, not commentary.
I gave Jev 3,282 of my X posts across 100M views and asked it to find what actually works for growth. 4,252,330 tokens $0.1282 for the full 8m 34s run! Each post got 8 questions about the topic, hook, tone, whether it teaches something, etc. How-to posts got 150 median likes vs the average median of 44. AI and coding was a 1.9x multiplier topic compared and SEO, despite recent posts, was right at base median 1.0x - surprisingly. The recommended topic + angle + voice formula was: AI coding + teach something + provocative
Posted by Ian Nuttall (81.1k followers) 1 days ago · 727 likes · 83.3k views · view the original post on X. Kept by the Marketing Radar as Social media growth.
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Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 3.7k posts from 4.7k X accounts over the last 21 days, 116 tools, 13 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 18:46 UTC. Full method.