Video research
How to find YouTube outliers (and what to do with them)
A step-by-step method for finding YouTube outlier videos by hand or with Vidfora, reading what actually made one work, and turning it into your next brief.
11 min readRead guide
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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 outliersVideo research
Find the evidence behind a promising idea.
5 guides Reset filters
Video research
YouTube outlier score: definition, formula, ranges
What a YouTube outlier score is, the exact formula Vidfora uses, why the baseline is a median, and what 2x, 5x and 10x can and cannot tell you.
10 min readRead guide
Video research
YouTube competitor analysis: build a useful comparison set
Compare channels by audience, promises, formats, and relative performance, then turn the findings into a differentiated content plan.
4 min readRead guide
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
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
Put the next idea to work.
See how Vidfora connects research, scripts, titles, and thumbnails.
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