Every post in your feed is a test that already ran. Most people swipe the ones with the biggest numbers, which is exactly how you end up copying the wrong thing... so here's the system I use instead, and the two tools that do the math for you.
A post with 3,000 reactions can be a flop and a post with 47 can be the best thing that account wrote all month. It depends entirely on what normal looks like for them.
Take one account's last 14 days, find the middle number, and anything that doubles it gets pulled. Sounds fussy - but it's the difference between reading a result and reading a follower count.
It's still collecting. A post from this morning sitting at 3 reactions isn't a failure yet (it's just early), and leaving it in drags the median down for everybody else.
Somebody else wrote that hook. You're reading their writing, not the account's, and it'll skew what you think this person is good at.
The best performing post I found in my last teardown beat its own baseline by 23x. It was a photo of a restaurant sign about locking your phone in a box for free cream puffs... there's literally nothing in it you could use.
Paste the engagement numbers from one account's last two weeks, one per line. Reactions plus comments, added together. I'll hand you the median and the number anything has to beat.
Those nine are real, pulled from one home service founder's last 14 days.
Clearing the bar only proves it worked for them. Whether it'll work for you is a completely different question, and it's the one everybody skips. Five checks, tick the ones the hook passes.
Run them start to finish and you'll come out the other side with one hook, scored, rewritten in your own voice. Paste them into whatever AI you already use.
Six accounts, 14 days, 54 posts read by hand (LinkedIn strips posts out of the page as you scroll, so there was no shortcut). Eleven cleared their own 2x bar. Here's every one of them, scored.
| Multiple | Hook | Adaptability |
|---|---|---|
| 23.5x | A restaurant sign about locking your phone up for free cream puffs | 4 / 10 |
| 7.1x | Ten years since a PTO shaft caught his hoodie. Lying there he realised the business depended entirely on him and there were no real systems | 7 / 10 |
| 5.0x | Every year the event sells out, and last year we turned people away at the door | 3 / 10 |
| 4.2x | A summer team photo | 2 / 10 |
| 3.6x | After almost four years, we finally become profitable next month | 2 / 10 |
| 2.4x | Me in 2010, telling everyone to answer every question their customers ask | 3 / 10 |
| 2.3x | Meet this year's grant recipients | 1 / 10 |
| 2.3x | We raised the franchise fee for new single-unit owners by 40% | 3 / 10 |
| 2.3x | I asked a legendary conversion pro why AI traffic converts so well | 2 / 10 |
| 2.1x | Hanging with my bestie | 2 / 10 |
| 2.1x | The most important, least appreciated metric. Skipped over in meetings. Brushed aside by specialists.Winner | 8 / 10 |
The best performing post of all 54 scored 4 out of 10. Chasing the biggest multiple would have handed me a napkin.
Barely cleared the bar and scored the highest of anything I read. Name something valuable, say nobody looks at it, then name exactly who fails to look.
Three of the eight accounts I started with had nothing usable. One hadn't posted in FIVE years while releasing a podcast episode that same week.
The expensive problem is further down. You write something good, somebody actually clicks, and then the lead lands in a form nobody checks... or it never gets recorded at all, and the week just looks quiet.
I posed as a customer at a gym once and found three of those in about five minutes. The owner had no idea... nobody does, and that's the whole problem.
Anything on this page that's wrong, tell me and I'll fix it. I'd rather be corrected than confident.