Any topic · Any goal · $2 to try

Describe anything.
Get a structured YouTube playlist.

Plain English in. Staged YouTube playlist out. Any topic — not just learning.

Become an AI EngineerSolo trip to JapanChess from zeroHow VC funding worksPortrait photographySystem design interviews
Try for $2 — No Subscription

You asked

“I want to become an AI engineer from scratch”

Become an AI Engineer

5 stages
01

What does an AI Engineer do?

Beginner·14:32·Fireship
1h
02

Python Foundations for AI

Beginner·22:10·freeCodeCamp
2h
03

ML Core Concepts Explained

Intermediate·31:47·Karpathy
3h
04

Working with LLM APIs

Intermediate·18:05·3Blue1Brown
2h
05

Building AI Agents

Advanced·44:12·Anthropic
4h
Gemini AI + YouTubeEst. 12 hrs total

Any topic

Not just courses

6–8 stages

Per playlist

1 video

Per stage, best only

Seconds

To generate

How It Works

Four steps. Done.

01

Describe it

Plain English. Any topic.

02

AI stages it

6–8 steps, built to progress.

03

Best video per stage

Scored for quality, not just views.

04

Playlist ready

Saved. Start anytime.

The Difference

YouTube has everything.
Finding it in order is the problem.

Without Snapgle

Search YouTube, get 200 results
Watch 3 intros to find one decent video
Lose track of where you left off
Repeat from scratch next time

With Snapgle

Describe what you want in one sentence
Get 6–8 stages with one video each
Progress is saved to your account
Pick up exactly where you stopped

Describe it.
Get your playlist.

$2 one-time. No subscription. Any topic.

Try for $2 — No SubscriptionAlso try Capture to Docs