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Insights on Content Quality

Guides, analysis, and opinions on AI slop, content quality, and how to create writing that actually matters.

Complete Guide11 min readJun 30, 2026

How to Spot AI Slop: The Complete 2026 Guide

How to tell if something is AI: the complete field guide to spotting AI slop across images, video, and writing — the signals, the tools pros use, and where slop hides.

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Guide8 min readJun 30, 2026

Facebook AI Slop: What It Is and How to Spot It in 2026

Shrimp Jesus, 'Made it myself' grandmas, and 125 Pages of AI bait. What Facebook AI slop is, why your feed is full of it, and the 7 signs that give it away.

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Guide9 min readJun 30, 2026

How to Spot AI Slop on YouTube (Shorts & Kids Videos)

About 1 in 5 Shorts contain AI content and kids' feeds are the worst-hit. Where YouTube AI slop concentrates, the tells that give it away in motion, and what to do.

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Trend7 min readJun 30, 2026

What Is AI Baby Slop? The Videos Flooding Kids' Feeds

A pediatrician called it 'garbage.' AI-generated videos aimed at toddlers are flooding kids' feeds — what AI baby slop is, why experts are alarmed, and how to recognize it.

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Parent's Guide8 min readJun 30, 2026

AI Slop Is Targeting Kids: A Parent's Guide to Spotting It

AI slop farms children's attention more efficiently than any other audience. A parent's practical guide to spotting it, why it matters, and the settings that block it.

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Product4 min readJun 30, 2026

SlopDetector Chrome Extension: Check AI Slop on Any Page

The free Chrome extension: select text anywhere, get an instant slop score. 100% local — your text never leaves your browser. One-click install.

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Analysis10 min readFeb 12, 2026

The Rise of AI Slop: How Low-Quality AI Content Took Over the Internet

From 10% to 52% of the web in 3 years. The data-driven story of how AI slop went from niche internet slang to Merriam-Webster's Word of the Year — with 15+ cited data points.

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Guide6 min readDec 22, 2025

How to Write Content That's NOT Slop

A practical guide to creating content with substance. Learn the specific techniques that separate valuable writing from generic AI-generated filler.

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Pillar12 min readJul 31, 2026

Signs of AI Writing: 12 Patterns With Reproducible Thresholds (2026)

The signs of AI writing, each with a number you can measure: 12 patterns from em dash density to sentence-length variance, with reproducible thresholds.

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Data10 min readJul 31, 2026

Is the Em Dash an AI Tell? We Measured Dash Density Across Human vs AI Texts (2026)

Is the em dash an AI tell? We measured dash density in 702,939 words of human prose vs GPT-4.1. The gap is real — but smaller than the internet claims.

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Reference11 min readJul 31, 2026

The AI Words List: 120+ Phrases ChatGPT Overuses, With Evidence & Human Swaps (2026)

The AI words list: 120+ words and phrases ChatGPT overuses, each with why it reads as slop and a plain human swap. Backed by the engine's own dictionary.

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Guide9 min readJul 31, 2026

How to Spot AI Writing in 60 Seconds: A Step-by-Step Guide (2026)

How to spot AI writing fast: a step-by-step manual checklist — the words, the punctuation, the structure tells — with a live tool to confirm what you find.

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Self-Diagnosis8 min readJul 31, 2026

Why Does My Writing Sound Like AI? 5 Signals to Self-Diagnose (2026)

Why does your writing sound like AI? Five measurable signals to self-diagnose — from filler phrases to flat sentence rhythm — and how to fix each one.

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Analysis10 min readJul 31, 2026

Are AI Detectors Accurate? Why They Fail — and What to Check Instead (2026)

Are AI detectors accurate? Why AI-writing detectors produce false positives and can't explain themselves — and why judging explainable slop quality works better.

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Guide9 min readJul 31, 2026

Falsely Accused of Using AI? How to Prove You Wrote It — Neutral Evidence (2026)

Falsely accused of using AI? A practical guide to proving you wrote it — using a neutral, explainable quality check that judges the text, not the author.

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More articles coming soon

Topics: AI Slop in Search Results, AI Slop on Social Media, and more.

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