Viral post analyser: 100,000 X posts in 20.4 seconds

14 yes/no questions per post (does the hook open a loop, is there a number in the first line, is the proof real or claimed) over a 100,000-post corpus, then viral rates per hook pattern.

Notes

100,000 posts in 20.4 s for $0.67 versus Claude Opus 5 at 214 posts and $0.98 in the same time. Findings: superlative claims 2.34% viral vs 1.22% baseline, contrarian 1.59%, launch posts 1.46%, numbered lists 0.55%.

author demo — Result shown by its author. About this label

Destinations

X post only — no separate service, repository or docs URL.

Filed under

• #content
• #classification
• #batch
• #social

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