SEVEN:THREE
This is a sample prediction on a fabricated video — toggle between formats, explore every section, then run one on your own.
FORMATSame challenge, two cuts. Scoring adapts to the format.
Creator at a kitchen table with a laptop, a coin jar, and a crossed-off calendar
PRE-PUBLISH PREDICTION · LONG-FORM

I Tried to Build a Business With $0 in 30 Days

18:20 · Long-formChallenge / DocumentaryAnalyzed in 41s
Potential Reach
72
PROMISING

The challenge earns the click — the backstory is holding back the watch.

A clear rule ($0) and a deadline (30 days) make a strong promise, and the final reveal delivers. Potential Reach is capped by a long backstory before the first real attempt. Tighten that and this clears 84.

EARN THE CLICK
81

A simple rule, a deadline, and a relatable setting make the premise instantly clear.

KEEP & SATISFY
66

The payoff lands, but the opening recap and a spreadsheet segment cost viewers.

RIGHT VIEWERS
64

Good overlap with challenge and side-hustle viewers; weaker for viewers wanting a how-to.

Earn the click

PREDICTED CTR · 6.0–7.4%|4.8% channel baseline
Thumbnail strength
79

The coin jar and crossed-off calendar tell the story without text. The expression reads as determined at mobile size.

Title strength
82

'$0' and '30 Days' set clear stakes and a finish line in one glance.

Title ↔ Thumbnail synergy

The title sets the rules while the thumbnail shows the countdown, so each adds something the other doesn't.

Title scoring
  • I Started a Business With $0. Day 30 Shocked Me.
    Adds a payoff tease while keeping the clear rule.
    86
  • I Tried to Build a Business With $0 in 30 Days
    Current title. Clear and searchable.
    82
  • My 30-Day Business Challenge
    Loses the $0 rule that makes it distinctive.
    68

Keep & satisfy — predicted retention

18:20 runtime
Promise-to-payoff

The opening promises a $0-to-business story; the first customer at 11:02 and the final total at 17:10 deliver it. Payoff scores 88/100 — reach the first attempt sooner.

Drop-off risks

  • 0:40Backstory recapcritical−30% viewers
    A one-minute recap of why you're doing this delays the first real attempt. Largest drop on the curve.
    Cut to a single line of context and jump to Day 1.
    Remove segment0:12–1:10+30%
  • 8:15Day 8 slumpmoderate−13% viewers
    The low point runs nearly a minute longer than it needs to, right before the first sale attempt.
    Trim to the key moment of doubt, then cut straight to the attempt.
    Tighten pacing8:15–9:05+13%Day counter overlay8:15–8:20+4%
  • 13:45Spreadsheet walkthroughmild−8% viewers
    A long screen recording of numbers flattens the energy before the reveal.
    Show only the running total on screen and keep the camera on you.
    B-roll insert13:45–14:30+8%

Right viewers — audience fit

Challenge video fans
87%
Love a clear rule, a deadline, and a reveal.
Side-hustle viewers
80%
Watch for practical ideas they could try themselves.
Documentary viewers
66%
Stay for the personal story and honest setbacks.
How-to seekers
45%
Want step-by-step instructions this video doesn't focus on.
WON'T LAND WITH — Won't land as strongly with viewers wanting a detailed step-by-step guide; this is a story first.

Global edit recommendations

One-click approval is available in Initial Cut. Hover any chip for the retention rationale.

Clean audioNormalize loudness-14 LUFSAdd progress bar
Packaging

Strong, simple promise. Predicted CTR sits above your baseline. The 'Day 30 shocked me' alternate is worth testing.

Hook

The first 10 seconds state the rule and the deadline clearly. Then a 60-second backstory recap stalls everything — cut it to one line.

Pacing

Days 1–7 move well. The Day 8 slump runs long, and the spreadsheet at 13:45 slows the final stretch.

Emotional arc

Excitement → doubt → first win → reveal is a great shape. The honest Day 8 low point is relatable; keep it, just shorter.

Visual craft

Natural light and real locations feel authentic. The screen recording of the spreadsheet is the only visually flat moment.

Audio

Voice is clear. The kitchen echo in the Day 8 segment is noticeable — a quick clean-up will help.

Improvement suggestions

  • CRITICAL: Cut the backstory recap to one line and start on Day 1.
  • Test 'I Started a Business With $0. Day 30 Shocked Me.' as the title.
  • Trim the Day 8 slump to its single strongest moment.
  • Replace the spreadsheet walkthrough with a simple running total on screen.
  • Add a day counter so viewers always know where they are in the challenge.
  • Pull 3 Shorts: the first customer, the Day 8 low, and the final total reveal.

Ready to act on these recommendations? In the real product, send them to the AI editor to approve cuts, tighten pacing, and render an initial cut.

Run this on your own video.

Predict the click, the watch, and the audience fit — fix what won't work, and publish. One workflow, long-form and Shorts.