“A text-heavy rage-bait setup you can use to grow a finance app - displaying an unrealistic, tax-free monthly budget calculation for eight seconds to bait viewers into correcting your math.”

An outlier is a post that beats the account's own baseline, and this text-heavy one did by 431x - 477K views where a normal post on the account lands near 1.1K. Reach on that scale is a signal about the post, not the audience size, which is exactly why Handler pulls it into the library instead of letting it scroll past.

The product behind the post is A budgeting app. Pull came in at 2/5, 2.1% on the weighted scale - Handler's read on saves, shares, and comments, with saves and shares counted heaviest because they are the actions that carry a post into new feeds rather than just marking approval.

By the raw numbers the post logged 5K likes, 1.7K comments, 95 shares, and 363 saves - the metrics Handler weighs into its Pull read, and the same figures you see in the panel above.

Its 477K views run about 1.9x the median of recent finance outliers in the library. That reach multiple ranks in the top 16% of the 461 finance outliers we currently track. Its Pull score sits in the top 90% of that same set.

Likes led the raw counts, though saves and shares are what move Pull hardest. It is one of the few Text-Heavy breakouts among recent finance outliers in the library, just 5% of the pool.