Video research
Is this YouTube idea worth filming? A preproduction check
Use an evidence, promise, proof, and feasibility checklist to decide which video ideas deserve production time.
3 min readRead guide
The creator field notes
Better videos start with better questions.
Find the idea. Understand the audience. Make something worth watching. Practical YouTube guides for every step in between.
Practical examples. Clear diagrams. Sources you can explore.
Start here
The biggest video isn’t always the best idea.
Learn to spot outliers, understand the context, and turn the evidence into an original video.
Understand outliersFind your next useful read
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Scripts & storytelling
AI YouTube script prompts that preserve your evidence and voice
Use a source-aware drafting brief, staged prompts, and a claim review to make AI writing assistance more useful and less generic.
4 min readRead guide
Analytics
Which YouTube analytics can you see for other channels?
Understand the boundary between public competitor research and private analytics such as CTR, retention, demographics, and revenue.
4 min readRead guide
Channel strategy
Shorts get views but long videos do not: should you split your channel?
Separate a format mismatch from an audience mismatch before starting a second channel. Includes a cooking-channel example and a practical comparison worksheet.
4 min readRead guide
Creator workflows
Should you delete and reupload a YouTube video? Start with the mistake
Decide whether an upload needs a replacement, an in-place correction or more time. Preserve links and evidence instead of chasing an imagined algorithm reset.
4 min readRead guide
Video research
Find the unanswered question in a crowded YouTube topic
Find underserved viewer questions by comparing promises, proof, constraints, and unanswered objections across existing videos.
3 min readRead guide
Analytics
Low YouTube impressions: a diagnosis checklist before you panic
Check topic fit, audience context, packaging clarity, and data maturity before treating limited reach as proof that your video failed.
4 min readRead guide
Channel strategy
Should you unlist old YouTube videos when your channel changes direction?
Review old videos by audience fit, accuracy and usefulness. Understand the public watch-hour tradeoff before hiding a library during a channel pivot.
4 min readRead guide
Analytics
YouTube RPM vs. CPM: a worked revenue scenario
Understand the different denominators behind RPM and CPM, then build a transparent scenario instead of treating competitor earnings as known facts.
3 min readRead guide
Channel strategy
How often should you upload to YouTube? Build a schedule you can finish
Calculate a realistic publishing cadence from production hours, review time and spare capacity. A worked example replaces the pressure to upload every day.
4 min readRead guide
Analytics
Did sharing your YouTube video on Reddit hurt its retention? Read the mix
A worked traffic-source example shows how average view duration can fall without a change in existing viewers. Decide where sharing actually helps your audience.
4 min readRead guide
Analytics
Review a YouTube upload: observations and the next test
Separate observations from explanations, diagnose the relevant part of an upload and record one bounded change for the next production.
4 min readRead guide
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