Leapfroggr

Private beta

Signal extraction for over-informed people

Stop watching the same idea 20 times.

Stop watching the same idea 20 times.

Drop in a pile of YouTube videos, podcasts, articles, or interviews. Leapfroggr finds the ideas underneath them, removes the repetition, and shows you what is actually worth your time.

10 hours of content → 3 actual ideas → 12 minutes of signal

Example analysis — illustrative, not verified production results

20 “best AI business ideas” videos. 9+ hours of content.

Leapfroggr found:

A sample breakdown of one content pile.

43 apparent opportunities

4 underlying business models

76% repeated or overlapping claims

7 genuinely new claims

1 idea worth deeper research

The four underlying business models

AI automation agency

Vertical AI software

AI content repurposing

AI lead generation

Not another summarizer.

A summarizer tells you what each source said. Leapfroggr tells you what the entire pile actually says.

Traditional summarizer

20 videos → 20 summaries

Leapfroggr

20 videos → 4 ideas + what’s new + what’s repeated + what’s worth investigating

How it works

Three steps. One useful report.

01 — Drop links

Paste a mixed batch of podcasts, YouTube videos, articles, or interviews.

01 — Drop links

Paste a mixed batch of podcasts, YouTube videos, articles, or interviews.

02 — We analyze

We map claims, sources, repetitions, evidence, and real points of disagreement.

02 — We analyze

We map claims, sources, repetitions, evidence, and real points of disagreement.

03 — Get the signal

Get the shared ideas, the new claims, the disagreements, and the sources worth opening.

03 — Get the signal

Get the shared ideas, the new claims, the disagreements, and the sources worth opening.

The report

What survives the leap

Core ideas

The shared thesis, stated once.

Core ideas

The shared thesis, stated once.

Repeated claims

What everyone says—and where it began.

Repeated claims

What everyone says—and where it began.

What’s new

The fresh angle that changes the picture.

What’s new

The fresh angle that changes the picture.

Disagreements

Where informed sources genuinely diverge.

Disagreements

Where informed sources genuinely diverge.

Evidence vs. hype

Claims separated from support.

Evidence vs. hype

Claims separated from support.

Worth your time

Timestamps and sources worth opening.

Worth your time

Timestamps and sources worth opening.

Skip the reruns

Bring the pile. We’ll find the signal.

Early access is free. Send us up to 20 links and one question you want answered.

Leapfrog my content