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
The free model to paid pack to Patreon ladder
The three-stage funnel tooling creators run: a free model you publish for reach, a paid pack for buyers, a recurring tier for drops, and what belongs where.
10 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
Pinterest publishes no downranking data for AI Pins
Everyone assumes labelled Pins get suppressed and Pinterest has said nothing either way. Here is a paired-Pin test that answers it for your own account.
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.
8 min read
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