MakeStockMoney · content engine · September 2026

What makes a clip win, and the machine that now makes them.

577 YouTube uploads told us exactly which clips travel. This page shows the pattern, the clean-up of the library, ten existing clips rebuilt to the pattern, ten new clips cut from source footage without a clipper, and the experiment that decides what we post next.

1. What the numbers say

Every upload on the makestockmoney YouTube channel, read back through the API and matched to the clip library.

577uploads on the channel, 54.5M views
82%of all views came from the top 20 uploads
4,900views for the median upload
10×politics and policy clips vs everything else (47K median vs 5K)

The channel does not grow on average clips. It grows on outliers, and the outliers share one shape. Length matters too: clips of 21 to 35 seconds average 258,000 views, clips of 36 to 60 seconds average 48,000. One fact, delivered, done.

Title cards of the eight most-viewed uploads
The eight biggest winners as they appeared on YouTube. The same Powell clip posted twice did 13.1M and 6.9M. The subject and the fact carry it, not luck.
ClipViewsNameThe number or factTension
Powell salary13.1M + 6.9MFed chairman$190K, must clear asset salesQuestioned
Cash stacks3.5Mnone, pure visual$20K vs $1M vs $1BScale shock
Australia's richest man3.1MRichest man"I am not evading tax"Confession under questioning
Golden ticket2.0MSimpsonsgreed memeRecognition
Pelosi1.9MSpeaker of the House2008 Visa IPOConfronted
Mark Cuban1.6MCuban"millions shorting bullshit companies"Insider confession
Bloomberg Terminal1.5MBloomberg$25,000 a yearSecret tool, price tag
Goldman VP1.3MGoldman Sachs"cut off your tie"Insider culture

2. The formula

Four elements, present in seven of the eight winners.

F1

A name everyone knows, first

Powell, Pelosi, Cuban, Goldman, Bloomberg, Buffett. In the top 40 these names appear five to ten times as often as in the rest of the library. Unknown traders explaining setups do 4,000.

F2

One number that feels wrong

$190K for the man who runs the dollar. $25,000 a year for a screen. $1 billion on a pallet. The number is the hook, the person is the credibility.

F3

Confrontation or confession

Someone powerful being questioned, or an insider saying how it really works. Hearing and interview footage, never a talking-head explainer.

F4

Card written flat

Name, fact, period. No question, no "you won't believe". The YouTube titles were clickbait; the card that stopped the scroll was a plain sentence.

The anti-pattern. Trading psychology advice is the biggest category in the library, 99 clips, median 5,000 views. Advice does not travel. Facts about powerful people do.

3. The library, cleaned up

Every clip we own, in one queryable index, posted once, framed for the phone.

911clips in the library, both Drive folders
301YouTube-only uploads recovered and rebuilt as "v2" clips
714 / 472clips queued for TikTok / Snapchat, 8+ months of posting
100titles that sat under the phone's top bar, moved into the safe zone

301 videos existed only on YouTube. They were pulled back, given the gold title card at the phone-safe position, the watermark, and a quiet narration under the speaker, then stored as a distinct version so their performance can be compared with the originals. Their filenames carry the YouTube views, and the 60 proven winners post first.

Before and after: YouTube upload vs library clip
Left pair: the YouTube upload. Right pair: the same clip as a library v2, card in the safe zone, footage moved into its own black padding, watermark at 22%.

4. Ten existing clips, rebuilt to the formula

Footage already in the library that had never posted on TikTok or Snapchat. New cards, moved to the front of the queue.

Ten re-carded clips
Posting order, TikTok slots Sep 18 to 22. Snapchat runs the same order.
SlotCardWhy it fits
Sep 18 13:00JPMorgan's CEO: Wall Street analysts work 12 hours a day, 6 days a week.institution + number + insider
Sep 18 17:00Stanley Druckenmiller reviews 272 charts a day, starting at 4:30 am.name + extreme number
Sep 19 13:00Goldman Sachs staff never talk about Goldman Sachs. The Fight Club rule.institution + confession
Sep 19 17:00Jamie Dimon: JP Morgan moves $10 trillion around the world every day.name + unreal number
Sep 20 13:00Elon Musk: AI and robotics will dwarf everything else. Nvidia is obvious.name + flat claim
Sep 20 17:00Druckenmiller since 1976: buy two years before an election, sell on it.name + secret rule
Sep 21 13:00Jerome Powell was told the Fed renovation hit $3.1 billion. He wasn't aware.Powell + number + confrontation
Sep 21 17:00Jamie Dimon to Gen Z: barring nuclear war, you inherit an unbelievable life.name + provocation
Sep 22 13:00Jerome Powell: the President cannot fire me. I have a four-year term.Powell + questioned
Sep 22 17:00Warren Buffett hopes a stock drops after he buys it, so he can buy more.name + counterintuitive fact

5. New clips, cut from source footage

No clipper. The machine finds the hearing or press conference, reads the captions, picks the moment, cuts it, frames it, writes the card, adds the narration. Every clip was checked against its transcript and by frame before it went into Drive.

Ten sourced clips
Posting order, TikTok slots Sep 23 to Sep 27. Where an official government feed exists (Federal Reserve, Senate, House) it is used first.
SlotCardSourceCell
Sep 23 09:00$2 trillion: what Elon Musk promised to cut from the federal budget.Trump rally, Oct 2024number · short
Sep 23 13:00Rand Paul: a trillion dollars a year in interest is crowding out everything else.Senate floor, Rand Paul's channelnumber · long
Sep 23 17:00Ross Perot, 1992: a giant sucking sound of jobs going south.Presidential debate, 1992name · short
Sep 24 09:00China 67%, us 34%: Trump reads the reciprocal tariff chart in the Rose Garden.Rose Garden, Apr 2025number · long
Sep 24 13:00$42 billion pulled in under a day: the fastest bank run in history.Senate Banking, SVB hearing 2023number · short
Sep 24 17:00$567 short every month: Katie Porter puts a Chase teller's budget to Jamie Dimon.House Financial Services 2019number · long
Sep 25 09:00Jerome Powell, asked twice if he'd leave for Trump. Both answers: No.Federal Reserve press conference, Nov 2024name · short
Sep 25 13:00Elizabeth Warren to Wells Fargo's CEO: you should resign and give back the money.Senate Banking 2016name · long
Sep 25 17:00$27.6 billion profit even after refunds: Elizabeth Warren does Jamie Dimon's math.Senate Banking 2021number · long
Sep 26 09:00Donald Trump: tariff is the most beautiful word in the dictionary.Bloomberg interviewname · short
Sep 26 13:00Keith Gill to Congress: I am not a cat. I am not a hedge fund.House GameStop hearing 2021name · long
Sep 26 17:00Trump on Powell: if I want him out, he'll be out of there real fast.Oval Office 2025name · short
Sep 27 09:00Janet Yellen: paying some bills and not others is default by another name.Senate Finance 2023name · short
Sep 27 13:002 million out of work: Elizabeth Warren asks Powell what he'd tell them.Senate Banking 2023number · short
Four frames from the Powell clip
The Powell clip, frame by frame: reporter's question, his first "No", the follow-up, his second "No". Word-by-word captions are drawn fresh, not lifted from the broadcast.

Still in the build queue

Tariffs and Trump ($2 billion a day), US debt old and new (Reagan's nine words, Yellen on the $34 trillion), Congress and money scandals (Menendez's gold bars, Lehman's $480 million, FTX's "old-fashioned embezzlement", Robinhood's $3.4 billion, Sanders on three men), and how the money was made (Burry and The Big Short, Cuban's Yahoo collar, Ackman vs Icahn, Chanos on Enron, Soros and the pound, Margin Call, Wolf of Wall Street). Same review before any of them publish.

6. The experiment

Two things vary across the new clips. Everything else is held constant, so the comparison is clean.

Name first · short (18 to 25 s)
  • Powell, asked twice
  • Trump, most beautiful word
  • Trump on Powell, out real fast
  • Yellen, default by another name
Number first · short
  • $42 billion, SVB bank run
  • 2 million out of work, Warren to Powell
Name first · long (30 to 40 s)
  • Warren to Wells Fargo's CEO
  • Keith Gill, not a cat
Number first · long
  • $567 short, Porter and Dimon
  • $27.6 billion, Warren and Dimon
  • China 67%, us 34%

How we read it: each clip's cell is recorded in the library. When views come in, the average per cell tells us whether leading with the number beats leading with the name, and whether 20 seconds beats 35. The ten re-carded clips run the same week with the old caption style and act as the control.

One blind spot. TikTok and Snapchat views do not reach the library yet. A weekly TikTok Studio export closes half of it; Instagram needs the Business account connected.

7. The machine

What happens to a moment between "this would work" and "it is in the queue".

01
FindSearch YouTube for the hearing or presser; official feeds first.
02
WordsPull the word-timed captions. Speaker labels stripped.
03
MomentPick the 20 to 40 second window that carries the name, the number, the tension.
04
CutDownload only that section. Trim news banners.
05
Frame4:5 crop under the card, 1080×1920, captions drawn word by word.
06
CardGold title in the safe zone, watermark at 22%. Checked against the transcript.
07
VoiceA calm narration 12 dB under the speaker, 70% of the runtime.
08
QueueBoth Drive folders, the library, both playlists. Posted once, never twice.

Two people used to sit in this chain: a clipper finding and cutting footage, and a hand posting it. The chain now runs on its own, and the parts that need judgment show up as a sheet of frames to approve or veto.

8. What comes next