Raw view counts lie to you
A million views means nothing by itself. For a creator who averages two million, it's a flop. For a creator who averages fifty thousand, it's the video you should be studying, because something in it broke through that account's usual ceiling. That's an outlier, and finding them is the fastest way to spot ideas that actually caused growth rather than ideas that big accounts happen to post.
How the score works
ViewRank scores outliers in Videos mode on both Instagram and TikTok:
- Collected videos are grouped into batches of 50, newest first, so every video is compared against videos from its own era of the account.
- Within each batch, the top and bottom 20% are set aside and the middle 60% forms the baseline average. One freak viral hit or a handful of duds can't distort what "normal" means.
- Each video's score is its views divided by that baseline. A score of 3.4x means the video did 3.4 times the account's typical numbers at the time.
Videos scoring 2.0x or higher get a green outlier badge on their card.
On Instagram, pinned reels are excluded first, since creators pin their all-time best and that would inflate the baseline.
Working with outliers
- The Outliers sort tab ranks the whole overlay by score.
- Only Outliers in the export menu gives you the badge-earners and nothing else, ready for a spreadsheet.
- A useful routine: rank three or four competitors in your niche, export Only Outliers from each, and look for topics that appear on more than one list. When two different audiences pushed the same idea past 2x, that idea travels.
Want to know why an outlier worked, not just that it did? Send it to the workspace and run a visual analysis and transcription.
FAQ
Why doesn't Posts mode show outliers?
Outlier scoring needs view counts. Instagram doesn't publish views for photo posts, so there's no honest baseline to score against. TikTok slideshows do have views, but Posts mode keeps one consistent feature set across both platforms.
Can a recent video be an outlier?
Yes, and fresh outliers are often the most useful ones, because the trend behind them is still live.