“A summer-struggle talking-head hook you can use to promote an education app - it hooks students facing heavy course loads, then demos automated syllabus-to-calendar parsing and AI flashcard generation.”

Handler logged this app demo post at 10K views, a jump of 10x over the account's median. The Outlier score is exactly that jump, and with 1K views being ordinary for this account the breakout stands well clear of its own baseline. That is the bar every post in this library has cleared.

Saves and shares carry the most weight in a Pull score, and this post's landed at 5/5 (21.1% weighted). It promotes An AI study assistant and calendar tool. Pull is the intent side of the two scores - a post can rack up views and still convert nothing, so Handler tracks reach and Pull as separate reads.

By the raw numbers the post logged 960 likes, 109 comments, 50 shares, and 200 saves - the metrics Handler weighs into its Pull read, and the same figures you see in the panel above.

Its 10K views run about 0.1x the median of recent education outliers in the library. That reach multiple ranks in the top 79% of the 780 education outliers we currently track. Its Pull score sits in the top 44% of that same set.

Likes led the raw counts, though saves and shares are what move Pull hardest. App Demo is the most common breakout format among recent education outliers in the library, at 38% of them.