A publishing system that survives your worst week
Consistency beats brilliance on social, and consistency fails for operational reasons rather than creative ones. Here is the weekly loop and the buffer that protects it.
Blog
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Your brand account is not the channel. People are.
Up to 92% of consumers trust word of mouth and user-generated content over brand advertising. That is not a reason to abandon your account, but it changes what it is for.
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Vertical video is the discovery engine. Everything else is retention.
Short-form vertical is now the primary discovery format on every major platform. That changes what each channel is for, and what you should stop expecting from your feed posts.
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The social metrics that survive a conversation with your CFO
Likes and follower counts are clues, not proof. Here are the three tiers of social measurement, which tier belongs in which meeting, and how to connect the bottom to the top.
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Getting cited by ChatGPT and Perplexity: what actually changes
Brand-owned sites are only 5 to 10% of the sources AI systems cite, and Reddit alone is about 10%. Here is what that means for where you publish, and how.
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Two 2026 studies disagree about LinkedIn. Settle it on your own account.
One dataset puts document posts top at 6.60% engagement. Another says native text now beats carousels by 28% reach. Both can be true, and here is the test that tells you which.
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Distrust of AI content doubled in a year. What that means for your feed.
Consumers saying heavy AI use would reduce their trust in a brand went from 20% in 2025 to 40% in 2026. The problem is not using AI. It is being caught using it badly.
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Cross-posting quietly costs you reach. Repurposing does not.
Instagram demotes Reels with a visible TikTok watermark, with reported reach reductions up to 72%. There is no notification. Here is the difference that avoids it.
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LinkedIn document carousels: how the PDF swipe post actually works
LinkedIn has no carousel endpoint. A swipeable post is a PDF uploaded through the Documents API, and the versioned endpoint returns a 201 with an empty body.
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How often to post on each platform, and the cadence trap
Instagram wants 3 to 5 a week, TikTok wants 1 to 3 a day, X wants 3 to 5 a day. Here is what that adds up to, and why the sustainable number beats the optimal one.
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Letting an AI assistant publish to your social accounts, safely
MCP lets an assistant draft, schedule and publish to your real accounts. Publishing has no undo, so the design question is not what it can do but what it cannot do by accident.
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The best time to post is a hypothesis, not an answer
Tuesday to Thursday, 9am to noon, wins across most platforms in 2026 studies. That is where to start testing, not where to stop, and the difference matters.
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Instagram carousels through the API: the limits nobody documents together
The Instagram Graph API caps carousels at 10 slides, not the 20 the app allows, and every slide needs its own container first. What actually breaks, and how to schedule around it.
