Generic + Pseudo-Insight
The default LinkedIn post: template topic plus template profundity.
Classification
The Slop Taxonomy
Five working categories for low-value content, each with its own detection signals and tells. Type your way to a faster verdict.
Quick reference
Generic Slop
Content that could be about anything. Swap the topic and the text survives untouched — because it was never about the topic.
Detection signals
- "In today's fast-paced world" openers
- No dates, names, or numbers
- Conclusions that restate the intro
- Topic-survival: change the subject, nothing breaks
Common phrases
in today's fast-paced worldin the world of…there are many aspects to considerit varies from person to person
Pseudo-Insight Slop
The shape of profundity without the substance. Contrast constructions and aphorisms stacked until you forget a claim was never made.
Detection signals
- "Not just X — but Y" tics
- Aphorism density above 1 per 300 words
- Takeaways that restate the premise
- Nothing you could argue with
Common phrases
it's not just about X, it's about Yat the end of the daythe real key isit's a journey, not a destination
Fake Authority Slop
Borrows credibility it does not have: studies that don't exist, statistics nobody measured, experts with no names.
Detection signals
- "Studies show" with no citation
- Precise-sounding numbers with no source
- Institutional vibes, no institutions
- Confidence inversely proportional to evidence
Common phrases
studies show that…experts agree…research has proven…according to leading analysts
Wikipedia Rehash
The first three search results, compressed into a listicle with the personality ironed out. Accurate-ish, useful never.
Detection signals
- Summary-shaped sections
- Zero first-person presence
- Facts you already knew, phrased freshly
- No opinion that could lose an argument
Common phrases
has a rich history dating back to…is widely considered…plays an important role in…in summary…
Wellness Slop
"Unlock your best self." Pathologizes normal life, sells rituals instead of results, and hedges everything in "may support".
Detection signals
- Your journey, their product
- Vague mechanism claims
- Everything is a cornerstone or a game-changer
- Supplement-adjacent urgency
Common phrases
unlock your best selfsupports overall wellnessnourish your body and mindthe gut-brain connection
How types overlap
Most real slop is a blend. The common combinations:
Fake Authority + Wikipedia Rehash
The SEO article: borrowed facts, invented confidence.
Wellness + Pseudo-Insight
The morning-routine essay: rituals as revelation.
The antidote: what makes writing NOT slop
- Specificity. A number, a date, a name — something that could only be in this piece.
- Lived experience. What you actually did, what actually broke, what it actually cost.
- Cited sources. Links to things a reader can check.
- Information gain. The reader leaves knowing something they didn't know.