Engaged Views Meaning: Why YouTube Shows Two Counts
Engaged views meaning: someone stayed past the first frame. Public views now count from frame one; pay and YPP still use engaged. Do not mix the columns.
8 min read
Public views will not move YPP or ad revenue
YouTube said earnings stay on engaged Shorts views and engaged watch hours. A bigger counter is not a raise.
6 min read
Replies do not count toward X eligibility
500k verified Home Timeline impressions exclude reply impressions. A reply-guy strategy will not qualify you.
5 min read
Which social platforms actually pay for AI video
Earning on social is a counterparty question, not a posting-volume question. Who signs the cheque on YouTube, TikTok, Instagram, X, Snapchat and Threads — and which income model that points to.
8 min read
Who pays for an AI-generated film
An AI film is a deliverable, not a channel. The four counterparties that actually buy one — a brand, a founder, an audience, a platform — and why Movie Mode is the production shape, not the income model.
9 min read
The AI label is not a reach penalty
Platforms present the label as transparency. Inauthentic / unoriginal / spam policies are what hurt distribution — a different document.
6 min read
X Revenue Sharing Is Now Content Rewards
Original Content Rewards replaced X Revenue Sharing: 500 verified followers and 500,000 verified Home Timeline impressions in 90 days. Replies do not count.
6 min read
X Pays Premium Home Timeline Impressions
X pays unique Premium Home Timeline impressions when at least 50% of the post is visible. Public views, promoted posts, repeats, and replies are not paid.
6 min read
Borrow formats from niches that aren't yours
Familiar-but-unexpected is a transplant, not an invention. Source a working structure from an unrelated niche and test it for three episodes before a season.
9 min read
What Facebook counts as unoriginal content
Facebook deprioritizes duplicates, minor edits, bare reactions, and thin stitches. One post does not demonetize you. A mostly unoriginal page can lose payout.
9 min read
Good abandonment: when drop-off isn't failure
A viewer who leaves after getting the answer is not the same as one who leaves bored, but average percentage viewed scores them the same. What to use instead.
9 min read
Instagram Duplicate Reels: Only the Original Gets Reach
Instagram recommends only the original when it finds identical content. The copy can stay on the profile but drops out of Explore, the Reels tab, and in-feed.
9 min read
LinkedIn has no AI disclosure toggle
LinkedIn ships no creator-facing AI disclosure control and publishes no penalty for AI content. That makes disclosure there a caption decision you own outright.
9 min read
LinkedIn has no open creator revenue share
LinkedIn has no apply-to ad-revenue programme, so there is no duration floor and no demonetization risk. BrandLink is invite-only. Score video for pipeline.
8 min read
Making a faceless channel look authored
Six production changes that move a faceless channel from template output to invented character and narrative, plus an episode audit to run before publishing.
9 min read
Milk a format until the numbers say stop
Most working formats get retired on boredom, not data. Plot a decay curve per format and use a rolling median to tell one dud episode from a spent shape.
9 min read
Negative hooks vs benefit hooks: run the pair
Loss-framed openers usually beat benefit-framed ones, but the size of the gap is yours to measure. A paired-post protocol that produces your own number.
9 min read
Pinterest's see fewer GenAI control and reach
Pinterest's see fewer GenAI control is category-scoped and expanding. Size your exposure from topic mix and labels, not from an unpublished opt-out rate.
8 min read
Raise information density to stop a slow bleed
A slow bleed is the one retention shape you can diagnose from the script alone. How to score claims per minute, find your band, and edit toward it.
9 min read
Sends per reach: the Reels signal to design for
Mosseri named sends per reach as a Reels ranking signal ahead of likes. Six structures that trigger sends, and how to track the ratio without a benchmark.
9 min read
Dear Algo puts Threads reach in users' hands
Threads' 2026 Dear Algo and Your Algo controls let people ask for more or less of a content type. How to be the thing they ask for more of.
8 min read
How the Threads feed mixes followed and recommended
Meta describes the Threads feed as an ML-ranked blend of followed and unfollowed accounts. What changes when you write for the half that has no context.
8 min read
TikTok completion floors by clip length
Completion rate means nothing without a duration band. Floor targets per band, how to build your own from 60 posts, and when shortening beats fixing.
8 min read
Your hook is a frame, not a line
The opening frame carries more hook load than the opening line. What clip-level data shows, the sound-off case, and a first-frame audit for your last 30 posts.
9 min read
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