The SocialBoon blog · A new post every day
Notes on social media marketing data & technology.
Short, useful reads on how the feeds actually work, what the numbers say, and where AI writing is headed — from the team building a voice engine.
- The Feed Is Splitting: Broadcast Networks and Group Chats Public feeds optimize for entertainment while real conversation retreats into DMs and small groups. What the great unbundling means for anyone building an audience.
- Build in Public Without Giving Away the Company Narrating your work compounds trust and inbound interest — if you know what to share, what to hold, and how to survive the boring middle.
- Reach Is Rented. Your Audience Is Not Yours Until You Can Leave With It. Platform reach can be repriced overnight. Why owned channels are the insurance policy every creator eventually wishes they'd bought earlier.
- Fine-Tuning, RAG, or Few-Shot: How Voice AI Actually Learns You Three technical approaches to teaching an AI your writing style, and why the winning recipe matters to anyone buying these tools.
- Engagement Pods Died. Good Riddance. Coordinated like-swapping groups promised easy reach and quietly stopped working. What their decline says about how feeds rank content now.
- Post Before You Need the Audience Audiences move slower than needs do. Why the right time to build presence is before the launch, the raise, or the job search.
- Best Time to Post Is Mostly a Myth. Here's What Isn't. The obsession with optimal posting hours misreads how modern feeds work. What timing data can and can't do for your reach.
- Why AI Writing Sounds Like AI: The Statistical Tells Uniform sentences, hedged claims, bloodless vocabulary — the recognizable fingerprints of machine-written text, and where they come from.
- One Idea, Five Posts: Content Atomization Without the Cringe You don't need more ideas — you need more angles on the ideas you have. A practical system for multiplying one insight into a week of posts.
- The Ghostwriting Economy Came Out of the Shadows Executive ghostwriting went from an open secret to a legitimate industry — and AI is reshaping who can afford a voice on demand.
- What Engagement Metrics Actually Tell You (and What They Don't) Likes, comments, impressions, followers — each metric answers a different question. Most creators are reading the wrong one.
- Voice Matching Is Not Style Transfer Tone sliders and 'write like a pirate' prompts miss what a personal voice actually is. What it takes for AI to sound like a specific person.
- The First Two Lines Are the Whole Post LinkedIn truncates everything after the first lines behind 'see more.' How to write openings that earn the click without baiting it.
- Consistency Beats Virality: The Math of Showing Up One viral post feels great, but steady weekly publishing compounds. Here's the simple math of why cadence wins on LinkedIn.