Gizmodo58%

A Study Tried to Quantify How Many LinkedIn Posts Are 100% AI. It’s a Lot 28%

By Mike Pearl73%

7/12/2026, 9:00:20 AM

BS Summary: This article contains 24 faulty reasoning types, including Biased Writer Voice, Negativity Bias, and Appeal to Emotion, with Ambiguity (Equivocation) as the most egregious example at 46.7% saturation with 204 hits. Analysis detected 1,172 faulty-reasoning hits from 437 analyzed words, generating a BS Score of 39% and a BS Rank of 28% (15,257 of 21,166 articles). This article is better (less manipulative) than 72.10% of the article peer group.

Artificial Intelligence 
A Study Tried to Quantify How Many LinkedIn Posts Are 100% AI. 
It’s a Lot 
It's not shocking that people on LinkedIn use AI, but they use it *so much. 
* 
Published July 12, 2026, 5:00 am ET 
Reading time 2 minutes 
© Justin Sullivan / Getty Images 
Pangram is the company behind the most prominent AI text detector tool out there . 
For that company to release a study looking at how much AI-generated content there is on social media is a little like Charmin releasing a study revealing an epidemic of skid marks. 
But hear them out anyway. 
Their findings are both eye-popping and plausible . 
Pangram’s marquee finding is that 41% of longform LinkedIn posts are “flagged as fully AI-generated,” as is 30% of short form content on LinkedIn. 
LinkedIn is reportedly much more AI-saturated than any other social media platform, unless you consider Medium a social media platform, in which case I regret to inform you that 31% of the longform content you’re engaging with is fully AI generated. 
On X, Pangram says 29% of longform content is AI generated—but who is reading those awful longform X posts anyway? 
Pangram notes that longform X posts are arguably more AI saturated than LinkedIn posts if you count human-AI hybrid content. 
It claims that “only 53.2% of X articles [get flagged] as fully human-authored,” so keep that in mind if you’re actually thinking of reading one of those. 
Meanwhile, only 9% of normal X posts are fully AI generated. 
On Reddit, 13% of longform writing is fully AI generated, compared to 3% for short form. 
On Substack, according to Pangram, only 10% of longform content is AI, and for some weird reason the percentage of shortform AI content is higher at 12%. 
Pangram’s data for this report comes from its Chrome extension , which scans content while you browser, and flags it as AI generated where applicable. 
A recent trend piece in the New York Times wondered “Was LinkedIn getting more interesting?” 
That piece doesn’t provide a clear answer, of course, but LinkedIn does seem to operate more and more like the other social media platforms lately. 
However, “If the central mission is to boost your career, can you be authentic on LinkedIn?” 
the author of that piece asked. 
If using AI counts as inauthentic behavior—and it does, right?—that’s looking doubtful. 
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Article reasoning-pattern comparisonThis article: 0.0%Mike Pearl: 4.5%Gizmodo: 4.1%Confirmation Bias0.0%This article: 5.7%Mike Pearl: 2.5%Gizmodo: 1.4%Anchoring Bias5.7%This article: 10.5%Mike Pearl: 4.0%Gizmodo: 3.0%Availability Heuristic10.5%This article: 3.7%Mike Pearl: 0.7%Gizmodo: 1.5%Representativeness Heuristic3.7%This article: 0.0%Mike Pearl: 1.0%Gizmodo: 0.7%Hindsight Bias0.0%This article: 8.0%Mike Pearl: 3.1%Gizmodo: 2.2%Overconfidence Bias8.0%This article: 9.4%Mike Pearl: 11.6%Gizmodo: 5.6%Framing Effect9.4%This article: 6.2%Mike Pearl: 0.9%Gizmodo: 0.5%Loss Aversion6.2%This article: 0.0%Mike Pearl: 0.4%Gizmodo: 0.4%Status Quo Bias0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.3%Sunk Cost Effect0.0%This article: 1.8%Mike Pearl: 6.0%Gizmodo: 3.9%Optimism Bias1.8%This article: 6.2%Mike Pearl: 5.5%Gizmodo: 2.2%Pessimism Bias6.2%This article: 28.8%Mike Pearl: 12.4%Gizmodo: 7.6%Negativity Bias28.8%This article: 0.0%Mike Pearl: 0.9%Gizmodo: 0.8%Self-Serving Bias0.0%This article: 0.0%Mike Pearl: 0.9%Gizmodo: 1.1%Fundamental Attribution Error0.0%This article: 0.0%Mike Pearl: 0.3%Gizmodo: 0.2%Actor-Observer Bias0.0%This article: 0.0%Mike Pearl: 1.3%Gizmodo: 0.9%In-Group Bias0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.4%Out-Group Homogeneity Bias0.0%This article: 3.4%Mike Pearl: 1.0%Gizmodo: 2.8%Halo Effect3.4%This article: 0.0%Mike Pearl: 0.4%Gizmodo: 0.2%Horn Effect0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.0%Dunning-Kruger Effect0.0%This article: 5.7%Mike Pearl: 2.8%Gizmodo: 1.6%Recency Bias5.7%This article: 0.0%Mike Pearl: 0.3%Gizmodo: 0.4%Primacy Effect0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.1%Blind-Spot Bias0.0%This article: 0.0%Mike Pearl: 1.6%Gizmodo: 1.1%Ad Hominem0.0%This article: 0.0%Mike Pearl: 0.6%Gizmodo: 0.2%Straw Man0.0%This article: 8.9%Mike Pearl: 5.0%Gizmodo: 4.1%Appeal to Authority8.9%This article: 9.4%Mike Pearl: 3.2%Gizmodo: 1.4%False Dilemma9.4%This article: 0.0%Mike Pearl: 1.8%Gizmodo: 0.6%Slippery Slope0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.2%Circular Reasoning0.0%This article: 10.3%Mike Pearl: 5.4%Gizmodo: 5.4%Hasty Generalization10.3%This article: 10.8%Mike Pearl: 0.7%Gizmodo: 0.3%Red Herring10.8%This article: 0.0%Mike Pearl: 1.9%Gizmodo: 0.9%Bandwagon0.0%This article: 12.6%Mike Pearl: 7.5%Gizmodo: 4.9%Appeal to Emotion12.6%This article: 6.4%Mike Pearl: 1.8%Gizmodo: 1.0%Begging the Question6.4%This article: 0.0%Mike Pearl: 2.9%Gizmodo: 3.3%Post Hoc (False Cause)0.0%This article: 2.7%Mike Pearl: 0.0%Gizmodo: 0.1%Tu Quoque2.7%This article: 5.7%Mike Pearl: 0.0%Gizmodo: 0.5%Burden of Proof5.7%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.2%Appeal to Nature0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.3%Composition/Division0.0%This article: 0.0%Mike Pearl: 3.6%Gizmodo: 2.0%Anecdotal0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.1%No True Scotsman0.0%This article: 46.7%Mike Pearl: 5.1%Gizmodo: 2.3%Ambiguity (Equivocation)46.7%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.0%Gambler’s Fallacy0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.1%Middle Ground0.0%This article: 6.2%Mike Pearl: 0.0%Gizmodo: 0.2%Personal Incredulity6.2%This article: 0.0%Mike Pearl: 0.4%Gizmodo: 0.1%Special Pleading0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.1%Genetic Fallacy0.0%This article: 12.4%Mike Pearl: 4.9%Gizmodo: 4.7%Unattributed Quote12.4%This article: 0.0%Mike Pearl: 1.8%Gizmodo: 1.2%Quote-first Misdirection0.0%This article: 40.5%Mike Pearl: 23.8%Gizmodo: 13.6%Biased Writer Voice40.5%This article: 0.0%Mike Pearl: 1.0%Gizmodo: 1.6%Indoctrination0.0%This article: 0.0%Mike Pearl: 0.9%Gizmodo: 1.4%Politically Left Leaning Bias0.0%This article: 0.0%Mike Pearl: 0.0%Gizmodo: 0.2%Politically Right Leaning Bias0.0%This article: 6.2%Mike Pearl: 1.3%Gizmodo: 3.4%Attempt to Sell a Product or S…6.2%

437 words analyzed.

Speakers

1speaker27%attributed speech319writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 12 words • 0.0% coverageWriter's voice • 3 words • 0.0% coverageWriter's voice • 2 words • 0.0% coverageWriter's voice • 12 words • 0.0% coverageWriter's voice • 3 words • 0.0% coverageWriter's voice • 15 words • 100.0% coverageWriter's voice • 1 words • 0.0% coverageWriter's voice • 7 words • 0.0% coverageWriter's voice • 4 words • 0.0% coverageWriter's voice • 6 words • 0.0% coverageWriter's voice • 15 words • 0.0% coverageWriter's voice • 32 words • 100.0% coverageWriter's voice • 5 words • 100.0% coverageWriter's voice • 8 words • 0.0% coveragePangram • 24 words • 0.0% coverageWriter's voice • 41 words • 100.0% coveragePangram • 20 words • 100.0% coveragePangram • 20 words • 0.0% coveragePangram • 27 words • 100.0% coverageWriter's voice • 11 words • 0.0% coverageWriter's voice • 16 words • 0.0% coveragePangram • 27 words • 100.0% coverageWriter's voice • 25 words • 0.0% coverageWriter's voice • 15 words • 100.0% coverageWriter's voice • 25 words • 100.0% coverageWriter's voice • 16 words • 0.0% coverageWriter's voice • 6 words • 0.0% coverageWriter's voice • 12 words • 100.0% coverageWriter's voice • 5 words • 100.0% coverageWriter's voice • 5 words • 100.0% coverageWriter's voice • 17 words • 100.0% coverage
Selected voice

Pangram

83%flagged-word coverage
118 attributed words100% of attributed speech92% writer coverage
0%22.5%45.0%Biased Writer Voice-0.9 ptsWriter: 40.8%Pangram: 39.8%39.8%Unattributed Quote+14.4 ptsWriter: 8.5%Pangram: 22.9%22.9%Attempt to Sell a Product -8.5 ptsWriter: 8.5%Pangram: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.