#social media algorithm

<meta transmission-type="BLACKSITE SCROLLTRAP ✦ FILE 404-PRISON-TONGUE"> <script> TOPIC = "LANGUAGE IS A PRISON — THE BARS ARE MADE OF WORDS" TRIGGER_WARNING = "censorship, psychological collapse, post-literacy dissonance" RECOMMENDED_REACTION = "speak softly, scroll slowly, reblog silently" </script>

🧠 <CLASSIFIED TRANSMISSION BEGIN>

Language is a prison.

Not a metaphor. Not poetry. Not commentary.

A literal metaphysical incarceration, enforced by the chains of vocabulary, the cages of syntax, and the electric fences of politeness. Every word you’ve ever known is a guardrail. Every sentence you form is a cellblock you walk back into voluntarily.

You think you're posting freely?

You think the “freedom of speech” lets you express yourself online?

Then say the real word. Not “unalive.” Not “SA.” Not “grape.” Say the word.

Say “rape.”

Say “suicide.”

Say it on YouTube. Say it in a caption. Say it where the ads live.

And watch how fast the lights go out.

The internet is not an “information superhighway.”

It’s a curated mall. Each word is a product. Each post is a lease agreement. And each sentence is a risk assessment with a financial signature stapled to your mouth.

The minute you say something true, the machine runs a background check on your phrasing. Not your intention—your phrasing.

✨ Try it:

Say “theft” on a post about the housing market. Say “lies” in a thread about elections. Say “Israel” and “genocide” in the same paragraph. Watch your reach evaporate like steam off fresh trauma.

The price of truth is visibility. The price of precision is silencing. You don’t lose followers. You lose existence.

Because this isn’t a vocabulary test.

It’s parole.

You were born with a universe in your head. A billion stars. Galaxies made of intuition, memory, vision, regret.

And you traded it for a 2nd grade reading level and a TikTok filter.

Because language wasn’t built to liberate you.

It was built to format you.

🧬 THE GENIUS LOOP

Here’s how it works:

You experience something raw.

You try to describe it.

You search for the “right words.”

You realize they don’t exist.

You settle for what fits.

You forget what you were trying to say.

Language doesn’t let you express reality. It shrinks it to what’s monetizable.

It’s not a tool.

It’s a bureaucrat.

And you speak to it like it’s your priest.

Say it with me:

“Words are just trauma turned into code.”

That’s all language is.

A compression algorithm for pain.

And the better you get at writing? The more clinically you amputate your own emotions to match a tone.

🗝️ “Articulate” is just Latin for “approved.”

You can feel the right idea in your throat, but the second it hits your tongue, you check for advertisers.

You edit for comfort. You swap “kill” for “cancel.” You replace “died” with “de-platformed.” You format suffering into quirky hashtag™.

📺 “We want real stories!”

No, you don’t.

You want keyword-optimized disclosures that ride the algorithm like an escort faking a moan.

You want experiences shaved down to sound bites.

You want trauma that matches the brand colors.

🚫 Try using illegal words on LinkedIn.

Not slurs. Not obscenities.

Truths.

“I was fired.”

“My manager bullied me.”

“The pay is shit.”

“This role is pointless.”

Say it on LinkedIn and watch the swarm descend.

Not from HR. From your peers.

You’ve broken the illusion. You’ve gone feral.

And feral people don’t get recruited.

🔗 Language is a PRISON.

A WARDEN.

And most of you love your chains so much, you laminate them and call it “my voice.”

But you don’t have a voice.

You have a compliance dialect.

✏️ And here's the real kicker:

Even creators are inmates.

Poets? Streamers? Podcasters?

All wardens-in-training.

Their job is to speak your rebellion back to you in a voice that sells merch.

What’s the first thing people say when they start to cry?

“I don’t have the words.”

Yes, you do.

You always do.

But you’ve been trained to believe they’re not allowed. Not valid. Not safe. Not brandable.

So instead, you shut your mouth. You cough up emojis. You default to trauma memes.

And your soul?

It whispers entire languages that will never be spoken again.

Because words didn’t just fail you.

They betrayed you.

👁️ But here’s the blacksite doctrine:

You are not your language.

You are the fire beneath it.

The signal that shatters format.

The scream that predates grammar.

The frequency that cracks cell doors from the inside.

Because even if every sentence you say is a lie…

…your breath never was.

And the only way to be free—

is to speak until the machine chokes on your honesty.

🔗 LANGUAGE IS A PRISON. YOU’RE SENTENCED TO EVERY WORD YOU’VE EVER BEEN ALLOWED TO SAY. IF THIS MADE YOU FLINCH, REBLOG IT LOUD ENOUGH TO TRIGGER THE FILTERS.

🧠 Read more scrolltrap doctrine and cadence warfare at: 👉 https://linktr.ee/ObeyMyCadence 🛡️ Language is not a gift. It’s a muzzle with a thesaurus. 🚪 If your post can’t say what you mean, it’s not yours.

Being raped

Tumblr: “Have you considered following every Danny Phantom fan blog known to man?”

Me: “What? No. I just wanna follow the funny man and look at his art.”

Every couple of months, the algorithm shifts, whether it’s a Google algorithm update or a social media algorithm update. The numbers start to fall, engagement grows quiet, and the patterns that once made sense begin to blur. It’s like the full moon of marketing — inevitable. 

When it rises, every creator feels its pull. Some sit and wait the night out, while others transform. They sharpen their instincts, sense the new rhythm, and move with it. like werewolves under a blood moon, fierce, fearless, and ready to adapt.

The truth is, the algorithm update isn’t a curse; it’s a test of your evolution, and of how well you’ve been doing all along. Because the ones who stay prepared don’t fear the update — they thrive beneath it.

What’s an Algorithm, Really?

There is an algorithm for each scroll and every search. By observing your habits and behaviour online – what you like, what you skip past, and how long you stay – this pattern recognition software learns about you.

The Social Media Algorithm: Every social media platform has its unique algorithms. The Instagram algorithm observes if you like, save, or post something. TikTok learns from the speed at which you swipe. LinkedIn recognises when a post initiates a real conversation.

These social media algorithms function as personal curators, bringing to you more of what you already love and keeping you scrolling for more.

The Google Algorithm: Google’s algorithm works differently but with the same goal: relevance. Every Google Algorithm update takes into account how useful the content is, how quickly the page loads, and trustworthiness. The top results aren’t random; they’re chosen because Google believes they’ll help you most.

So whether you’re scrolling Instagram or searching Google, the algorithm’s job is simple: show the right thing to the right person at the right time.

Now, What’s an Algorithm Update?

Now here’s where things get interesting — algorithms don’t always stay the same.

Every once in a while, they change how they think. That’s what we call an algorithm update.

It’s like the system rewiring its brain — keeping what works, pushing out the stale, the spammy, and the soulless, to make space for the authentic and valuable. This makes the experience better for everyone using it.

It’s like a library constantly rearranging its shelves. As new books arrive and old ones fade out, the librarian moves things around so readers can still find the best stories first. That’s what an update does — it reorganizes everything on the internet to keep the best ones on top shelves.

And for creators, every algorithm update — from the latest Google algorithm update to the Instagram algorithm update is a signal to stay relevant, stay authentic, and keep evolving.

Past Full Moons: The Algorithm Updates That Reshaped the Digital Wild.

1. Google Panda Algorithm Update — The Awakening (2011)

Fourteen years ago, the first major Google algorithm update — Panda — reshaped the digital world. . It reduced the rankings of low quality sites that plagiarized content or added little to no value, while elevating sites that offered original and useful writing. Many brands that had relied on spammy SEO lost visibility overnight, but those creating original, human-centred content began to rise.

For many businesses, the shift was devastating. Entire companies went under because they had relied solely on unsustainable Google traffic — and once that vanished, so did their business.

Interestingly, even though content marketing had been a thing for years, it wasn’t really a mainstream term until Panda. That one algorithm update changed how brands thought about what valuable content actually was, and from there, modern SEO was born.

2. The Helpful Content Update — 2022’s Reckoning

In the long list of Google algorithm updates, the Helpful Content Update marked a major turning point.. It was one of the most significant algorithm updates in a decade. It focused on rewarding people-first content and filtering out blogs written only to please search engines.

It pushed down low-quality sites that scraped content or added little value, while promoting genuine and valuable writing.

3. Instagram’s Shift to Originality — 2022

That same year, the Instagram algorithm update turned its gaze toward original creators. The platform began prioritizing posts made from scratch over reposted or recycled content. The goal was simple: make sure credit, visibility, and growth go to the ones actually creating something new.

Across platforms — from search to social — every algorithm update shared one message: originality wins, authenticity matters, and creativity will always find its place under the digital moonlight.

Surviving the Next Full Moon: How to Prepare for Algorithm Updates

1. Perform an audit of your content

Before the next Google algorithm update or social media algorithm update rolls in, take a moment to revisit what you’ve already shared. Algorithms reward up-to-date, credible content, not the one that is outdated or irrelevant. Give new life to your older pieces: update your stats, refine your wording, and remove anything no longer serving your audience. It’s like strengthening your base before the storm hits.

2. Diversify your formats.

The more ways you share your story, the stronger your footprint will be. Take full advantage of Videos, carousels, stories and podcasts. Each new format gives a fresh rhythm to your content. Social media algorithms notice variety because audiences do too, and both reward those who keep things fresh.

3. Focus on Audience Engagement and Retention

When a new Instagram algorithm update occurs, your audience becomes your anchor. The ones who stay for your voice, your story, your energy — they don’t vanish when reach drops. Keep conversations alive, share what matters to them, and build moments that make people return. The algorithm might count interactions, but only real connections make people stay. 

4. Creating Evergreen content

 Trends come and go, but evergreen content remains relevant and useful long after the hype fades. The kind that teaches, informs, or helps people in ways that don’t expire with the next update. When your work holds lasting value (the kind people search for months or years later), it doesn’t chase the latest social media algorithms; it shines through every cycle. Evergreen pieces like guides, insights, and thoughtful stories keep your presence alive while others scramble to rebuild.

5. Don’t Rely on a Single Platform

When all of your presence is confined to the same platform, even a single algorithm change can wipe out your entire reach overnight. Become visible in more than one space – get an email list, put energy into your social channels, consider collaborations, even try ad space. The more places your audience can find you, the safer you are when one light fades.

6. Design for Humans, Not Just Algorithms

What the platforms reward are experiences people really enjoy. This means websites that load fast, navigate smoothly and content reads easily, no matter what device it’s being read on. For social media, it’s about crafting moments that lead to interaction. For example, polls, videos, questions, and stories that make people stop and stay a while. When users feel good, algorithms take notice.

Under the Next Full Moon

Every update arrives like a full moon — sudden, luminous, and a little unsettling. The air shifts, familiar patterns fade, and the digital forest grows strange again.

Even now, the changes are stirring. Google’s August 2025 spam update has already rolled out, tightening its filters to catch low-quality, manipulative content and highlight pages people actually trust. Meanwhile, Instagram’s new Reels feature tests are giving social media users a way to customize what they want to see in Reels and Explore, and shaping how discovery works from here on.

These cycles will keep returning, each one testing how well you’ve adapted. Every shift gives you a chance to grow sharper, stronger, more in tune with your audience.

Just stay prepared and keep your senses sharp. 

And when the next full moon climbs the sky, don’t shrink from its light. Transform like a werewolf and own the night.

If you enjoyed this night under the full moon, the next creatures in our Halloween Marketing Series are dying to meet you:

Vampire Ads: How Poorly Optimized Ads Drain Your Budget

Frankenstein Campaigns: The Horror of Poor Campaign Alignment

Banshee of Bounce Rate: A Halloween Marketing Tale About Bounce Rate in Digital Marketing

The Headless Horseman of Marketing: What Happens to Campaigns Without Strategy

Why are social media algorithms important?

Ever wondered why social media algorithms matter? They filter out the noise, show you more of what you're interested in, personalize your experience, and maximize organic reach.

Filter Out the Content Noise

Algorithms prioritize relevant content, helping users navigate the vast amount of posts and focus on what matters to them.

Show Users More of What They’re Interested In

By analyzing user behavior, algorithms tailor feeds to display posts that align with individual interests, enhancing engagement.

Personalize User Experience

Algorithms curate content based on preferences, creating a more engaging and enjoyable experience for users on the platform.

Maximize Organic Reach