Video Learning SOP

Generated by Bloop 🫧 · S&V Preview Hub

Video Learning SOP — Deep Extraction Framework

Purpose: Extract maximum value from any video. Go beyond surface-level summaries — capture the speaker's actual playbook, the things they almost didn't say, and the details most viewers miss.

Phase 1: Transcript & Metadata

Pull the full transcript with timestamps
Log metadata: Title, creator/speaker, publish date, channel, length, topic category
Identify the speaker's credibility markers — what results do they claim? What proof do they show? What company/role/experience do they reference?

Phase 2: First Sweep — Main Points & Structure

Read through the full transcript and extract:

2A. Executive Overview (3-5 sentences)

What is this video actually about?
Who is the speaker and what's their angle?
What's the ONE big takeaway if you only had 30 seconds?

2B. Core Framework / Main Points

Numbered list of the main points, strategies, or steps the speaker lays out
Include timestamps for each major point
Note the logical flow: what depends on what?

2C. Tools, Platforms & Tech Stack

Every tool, platform, service, or software mentioned
What role does each one play in the system?
Any alternatives mentioned?

2D. Numbers & Data Points

Every specific number, stat, metric, cost, or result mentioned
Context for each (what does it measure, what does it prove?)

Phase 3: Second Sweep — Deep Details & Gold Nuggets

Go back through the transcript line by line looking for:

3A. Gold Nuggets — Insights Most People Will Miss

Offhand comments that reveal real strategy
Things the speaker said casually that are actually huge
Counterintuitive advice or contrarian takes
"Oh by the way" moments that contain the real value
Implicit strategies never explicitly stated

3B. Insinuated & Implied Information

What did the speaker hint at but not fully explain?
What can you infer from what they described?
What's the thing between the lines?
Business model implications they didn't spell out
Future plans or directions hinted at

3C. Small Details That Matter

Specific configurations, settings, ratios mentioned in passing
Process quirks or edge cases they referenced
Vendor preferences and why
Timing, sequencing, or order-of-operations details
Constraints or limitations they mentioned quickly

3D. Mistakes, Warnings & Lessons Learned

What went wrong for them?
What would they do differently?
What did they explicitly warn against?
Pain points that led to their current approach

3E. Competitive & Market Intelligence

What does this reveal about the market/industry?
Who are the competitors mentioned or implied?
What trends is the speaker riding or predicting?
Pricing signals, market gaps, or opportunity windows

Phase 4: Synthesis

4A. Actionable Playbook

If you wanted to replicate what the speaker described, what are the exact steps in order?
What would you need to start? (tools, budget, skills, time)

4B. Questions This Raises

What wasn't answered?
What would you want to ask the speaker?
What gaps exist in the strategy described?

4C. Connections & Applications

How does this connect to other things you know?
Where could this strategy be applied in a different context?
What's the transferable principle?

Output Format

For each video, deliver:
1. 📋 Overview — executive summary + metadata
2. 🎯 Main Points — structured breakdown of core content
3. 💎 Deep Dive — gold nuggets, insinuations, small details
4. 🔧 Complete Breakdown — every tool, number, process, and detail
5. ⚡ Actionable Takeaways — what to actually do with this information