Elsewhere
What we publish on LinkedIn
Long-form pieces written for LinkedIn rather than reposted from here. Same rule as the blog: nothing on the screen without a source you can check.
How Accurate Are YouTube Keyword Tools? Where the Numbers Actually Come From
YouTube publishes no search volume, no RPM for channels you do not own, and no competition score. The three methods vendors use to produce those numbers, and a five-minute test for any tool.
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How to Read YouTube Studio Analytics: Impressions, CTR and Retention in Order
Studio's panels are a funnel, and each one depends on the one above it. Reading them out of order produces confident, wrong conclusions — and most unnecessary re-edits.
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What Data the YouTube API Actually Gives You (And What It Doesn't)
The Data API is public and the Analytics API is yours alone. Neither returns search volume. What each one holds, why subscriber counts are rounded, and how quota shapes every tool you use.
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How to Use AI to Write a YouTube Script Without It Sounding Generic
Generated scripts converge on the average because the model makes every choice you skipped. Structure first, constraints instead of adjectives, and the originality check that is not optional.
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YouTube Myths vs Facts: 7 Best Practices Checked Against YouTube's Own Documentation
Posting time, tags, ideal length, off-platform sharing, “the algorithm”, upload frequency and the 1,000-subscriber goal. Some survive in a narrower form. Several do not survive at all.
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YouTube SEO: What Actually Affects Search Ranking (And What Doesn't)
YouTube SEO applies to search, not suggested. The three levers that work, the two that don't, and how to tell which surface a video is actually failing on.
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How Long Does It Take for a YouTube Video to Get Views?
There is no single answer. Subscriber traffic lands in days, suggested in weeks, search in months. Set the review window from the traffic source instead of the calendar.
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What Is a Good Retention Rate on YouTube? (And Why the Benchmarks Disagree)
There isn't one. Retention scales with length, traffic source and format, so published benchmarks contradict each other. The three comparisons that are legitimate, and how to read the shape of the curve instead.
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Should You Delete Old YouTube Videos? What You Lose and When It's Justified
Deleting is permanent, and YouTube documents no penalty for weak old videos. What you lose when you do it, the four cases where it is right, and why unlisting usually wins.
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How to Do a YouTube Channel Audit (A 7-Step Method You Can Run Yourself)
A 7-step method using only Studio. Build medians from your own channel, rank videos by outperformance, diagnose failures by funnel stage, and finish with one change you can measure.
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Can You Change a YouTube Title After Publishing? What It Resets and What It Doesn't
Yes, and nothing resets: not the URL, the views or the watch time. What a title edit really changes, and why your before-and-after CTR read misleads.
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Do YouTube Subscribers Actually See Your Videos? How Subscriber Reach Really Works
A subscription is a permission, not a delivery. What the Subscriptions feed, Home feed and notifications each do, and the reach number nobody can see.
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Do YouTube Shorts Hurt Your Long-Form Channel? What Actually Changes
No documented penalty exists. What changes is your baselines, your subscriber signal and your hours, and how to test the question on your own channel properly.
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Why Your YouTube View Count Doesn't Match Your Analytics
Five counts, five cadences, one reality. Why the watch page lags Studio, why a count can fall, and which number to actually make decisions from.
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How Many Videos Before a YouTube Channel Takes Off?
There is no threshold, and the numbers people quote have no source. What genuinely accumulates as you publish, and what resets with every upload.
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