Keyword summary
0%5 analyzed articles/videos2,563 analyzed words
BS Summary: These Social-Media results contain 50 faulty reasoning types, including Negativity Bias, Hasty Generalization, and Framing Effect, with Biased Writer Voice as the most egregious example at 14% saturation with 2,509 hits. Analysis detected 19,436 faulty-reasoning hits from 17,859 analyzed words across 5 articles, generating a BS Score of 2.2% and a BS Rank of 31% (23,867 of 34,315 keywords). This Social-Media is better (less manipulative) than 69.60% of the peer group.

Ranking context

Position among analyzed keywords

30% percentile
025507510030.4% percentile
2.2% BS Score5 analyzed articles17.9K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

KeywordSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Keyword 10.7%10.7%Appeal to EmotionSitewide 15.9%Keyword 4.4%4.4%Appeal to AuthoritySitewide 11.1%Keyword 1.1%1.1%Biased Writer VoiceSitewide 5.3%Keyword 14.1%14.1%Negativity BiasSitewide 19.2%Keyword 11.5%11.5%Optimism BiasSitewide 6.0%Keyword 0.9%0.9%Availability HeuristicSitewide 9.1%Keyword 4.1%4.1%In-Group BiasSitewide 6.9%Keyword 2.1%2.1%Confirmation BiasSitewide 7.5%Keyword 4.0%4.0%Anchoring BiasSitewide 4.0%Keyword 0.8%0.8%

Sitewide departure map

Above the diagonal means this profile uses the pattern more often

0.0%0.0%10%10%20%20%30%30%40%40%50%50%Framing Effect: Keyword 10.7%, sitewide 26.9%Negativity Bias: Keyword 11.5%, sitewide 19.2%Appeal to Emotion: Keyword 4.4%, sitewide 15.9%Biased Writer Voice: Keyword 14.1%, sitewide 5.3%Hasty Generalization: Keyword 11.3%, sitewide 8.1%Appeal to Authority: Keyword 1.1%, sitewide 11.1%Availability Heuristic: Keyword 4.1%, sitewide 9.1%Confirmation Bias: Keyword 4.0%, sitewide 7.5%Anecdotal: Keyword 7.1%, sitewide 5.2%In-Group Bias: Keyword 2.1%, sitewide 6.9%Halo Effect: Keyword 4.2%, sitewide 6.7%Optimism Bias: Keyword 0.9%, sitewide 6.0%Overconfidence Bias: Keyword 1.4%, sitewide 4.6%Anchoring Bias: Keyword 0.8%, sitewide 4.0%Self-Serving Bias: Keyword 2.6%, sitewide 3.7%Post Hoc (False Cause): Keyword 2.9%, sitewide 3.3%Out-Group Homogeneity Bias: Keyword 1.6%, sitewide 3.1%Fundamental Attribution Error: Keyword 2.5%, sitewide 2.7%Recency Bias: Keyword 0.9%, sitewide 2.7%Politically Left Leaning Bias: Keyword 2.7%, sitewide 2.0%Loss Aversion: Keyword 0.1%, sitewide 2.5%Hindsight Bias: Keyword 2.4%, sitewide 1.4%Bandwagon: Keyword 0.4%, sitewide 2.2%Status Quo Bias: Keyword 0.2%, sitewide 2.2%Framing EffectSitewide rateKeyword rate

Analyzed articles and videos

Meta avoids another trial over social media harms as teen plaintiff drops lawsuit64%
Mashable71%By Chase DiBenedetto83%7/22/2026, 10:20:06 PM
Meta won’t have to face the next planned social media addiction trial34%
The Verge56%By Lauren Feiner51%7/22/2026, 10:03:53 PM
TikToker Says the ‘Black People Can’t Swim’ Stereotype Stems From Historical Pool Exclusion — X Commenters Dispute the Framing45%
The Daily Dot55%By Reni49%7/22/2026, 12:57:34 PM
Dear Abby: Boyfriend's TikTok following gives her cause for concern42%
Chicago Sun-Times32%By Abigail Van Buren71%7/22/2026, 11:00:00 AM
Heat say social-media post welcoming LeBron was a mistake28%
Sun Sentinel52%By Ira Winderman40%7/22/2026, 4:01:18 AM
From Substack to YouTube, here are the social platforms cracking down on AI slop10%
Business Insider13%By Sydney Bradley10% Katherine Li10% Dan Whateley10%7/22/2026, 12:26:00 AM
French lawmakers approve sweeping social media ban for children under 1533%
Daily Kos84%By Associated Press60%7/21/2026, 10:30:00 PM
France will ban social media for children under 1578%
Engadget38%By Ian Carlos Campbell26%7/21/2026, 9:43:53 PM
Why “Likes” Hit Harder When You’re Depressed10%
Psychology Today40%By Laura Bilbao Broch MSc0%7/21/2026, 7:20:45 PM
France passes bill to ban social media for children under 1553%
The Japan Times65%By No Author43%7/21/2026, 3:57:00 PM