Research

2 articles

By Ramanpal Singh • Oct 6, 2026

I Scraped 12,045 Threads Posts to Find What Went Viral (Research)

I collected 12,045 Threads posts, then tested my own August tips on them. Hooks, bullet lists and "contrarian takes" showed no clear effect once I compared each writer with themselves. Three things did hold up, and you can copy all of them.

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Research

By Ramanpal Singh • Sep 22, 2026

I Studied 21,864 Viral X Tweets to Find What Works (Research)

I scraped 21,864 AI-related X Tweets, posts to examine reach, saves, hooks, links, and timing. See the charts, account comparison, and a plan you can test.

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