Measured Updated dailyMarkdown copy

Voicing the hiring manager's blunt thoughts

A viral learning and careers format on TikTok and Instagram

Speak as the decision-maker in first person and say the harsh, unspoken thing out loud, with the strategy left for the caption.

3

accounts it worked for

13x

median, times their usual

#33

of 43 in learning and careers

Angle

Talking head, Skit

Why it works

The unfiltered insider view triggers outrage, debate and shares. The "things I don't wanna see" frame repeats across accounts (annapapalia, anna..papalia).

Hook formulaThings I don't wanna see in a [salary negotiation / resume] in under a minute.

How to make it

  1. 1Open with "Things I don't wanna see in [high-stakes situation]"
  2. 2Deliver each point as a blunt first-person line ("I will lose respect for you")
  3. 3Put the real strategy in the caption

Examples

Best first, one per account. Each links to the original post.

  • @bonniedilber

    21K followers, Instagram

    “POV: you're a tech CEO in 2026”

    36x their usual views, skit, career advice

  • @anna..papalia

    1.9M followers, TikTok

    “things I don't wanna see in a salary negotiation”

    14x their usual views, talking head, career advice

  • @annapapalia

    1M followers, Instagram

    “things I don't wanna see in a salary negotiation”

    4.8x their usual views, talking head, career advice

Your post here and want it removed? Email [email protected].

This is the preview. Start a free trial for the full library.

The full library has every post, format and hook in learning and careers, plus long-running Meta ads, and your AI agent can search it over MCP. The library comes with Volume Core and Pro, from $29.99 a month, and every plan starts with a 3-day free trial.

For AI agents

Start a free trial, add this MCP server to your agent (Claude, ChatGPT, Cursor, Codex), then ask it for what’s working or make this request:

Get the MCP

More learning and careers formats

What’s working in learning and careers this week

How this is measured

  • Every post is compared with its own account's usual reach, not with other accounts. "14x their usual" means the post got 14 times the median views of that account's recent posts.
  • TikTok videos and Instagram Reels are measured on views. Instagram carousels have no view count, so they are measured on likes against the account's usual likes, and say so.
  • A post makes the library at 2x its account's usual or more. A format is a repeatable move (what is said or shown, or how it is edited) that several accounts used in breakout posts. It is listed here once it worked for 3 or more different accounts.
  • Formats rank on how many accounts they worked for and how far above usual, damped so a fluke on one tiny account cannot outrank a format that worked for ten.