Handler
TikTok post·Other·App Demo·AI Interview Copilot·techwithlondiwe

“A staged over-the-shoulder skit you can use to promote an AI interview assistant - it shows a candidate reading live generated answers during a job call until the interviewer catches her.”

Watch on TikTok - @techwithlondiwe

A staged over-the-shoulder skit you can use to promote an AI interview assistant - it shows a candidate reading live generated answers during a job call until the interviewer catches her.373× outlier
1.5M
Views
183K
Likes
5K
Comments
49K
Shares
13K
Saves
Outlier score
373×

5/5 reach magnitude vs the account's own baseline.

Pull score
5/5

How hard it moved viewers to save, share, and comment.

Why this qualified

1.5M views on a app demo post, 373x the account's usual reach. The Outlier score reads reach as a multiple of the account's own median, and that median sits around 4K views, which is why the multiple matters more than the raw view count - it isolates the posts that outran their own channel instead of the ones riding a big following.

Its Pull score of 5/5 (29.6% weighted) measures how hard it moved viewers to save, share, and comment - the actions weighted heaviest because they signal real intent rather than a passing tap. The product it puts forward is LockedIn AI interview assistant. Reach gets a post seen; Pull is the read on whether it landed.

Underneath the two scores sit the actual counts - 183K likes, 5K comments, 49K shares, and 13K saves - the raw engagement Handler reads to place the post in its niche.

The full breakdown - why the hook works, the comment-intent read, and the ready-to-shoot dupe kit - lives inside Handler.

Anatomy

The video opens directly on a simulated remote interview, using a verbal technical question about auto scaling as the hook line. Across roughly twenty-four seconds, the clip progresses through three conversational beats: the interviewer asking a technical setup question, the candidate delivering a detailed AWS response, and the interviewer interrupting to ask if the speaker is reading off a screen. Text overlays track the spoken dialogue across the bottom of the frame in sync with the speech. The desktop application interface is shown on screen generating real-time interview answers, guiding the speaker's responses before the call ends on the interruption.

How this post compares

4.9x
vs pool median views
Top 23%
reach multiple in niche
Top 12%
Pull in niche

Its 1.5M views run about 4.9x the median of recent outliers in the library. That reach multiple ranks in the top 23% of the 430 other outliers we currently track. Its Pull score sits in the top 12% of that same set.

Shares did the heaviest lifting on its Pull score - the action TikTok rewards most. App Demo is the most common breakout format among recent outliers in the library, at 41% of them.

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