Topic summary
53%10 analyzed articles/videos5,376 analyzed words
BS Summary: These Viral Content results contain 50 faulty reasoning types, including Negativity Bias, Anecdotal, and Biased Writer Voice, with Hasty Generalization as the most egregious example at 8.2% saturation with 1,881 hits. Analysis detected 18,281 faulty-reasoning hits from 23,029 analyzed words across 10 articles, generating a BS Score of 1.6% and a BS Rank of 22% (17,916 of 22,944 topics). This Viral Content is better (less manipulative) than 78.10% of the peer group.
Viral Content

Ranking context

Position among analyzed topics

22% percentile
025507510021.9% percentile
1.6% BS Score10 analyzed articles23K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 3.1%3.1%Negativity BiasSitewide 19.2%Topic 4.8%4.8%Appeal to EmotionSitewide 15.9%Topic 4.1%4.1%Appeal to AuthoritySitewide 11.1%Topic 1.0%1.0%In-Group BiasSitewide 6.9%Topic 1.5%1.5%Halo EffectSitewide 6.7%Topic 1.6%1.6%Availability HeuristicSitewide 9.1%Topic 4.1%4.1%Optimism BiasSitewide 6.0%Topic 1.8%1.8%Confirmation BiasSitewide 7.5%Topic 3.7%3.7%Unattributed QuoteSitewide 1.1%Topic 4.2%4.2%

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: Topic 3.1%, sitewide 26.9%Negativity Bias: Topic 4.8%, sitewide 19.2%Appeal to Emotion: Topic 4.1%, sitewide 15.9%Appeal to Authority: Topic 1.0%, sitewide 11.1%Availability Heuristic: Topic 4.1%, sitewide 9.1%Hasty Generalization: Topic 8.2%, sitewide 8.1%Confirmation Bias: Topic 3.7%, sitewide 7.5%In-Group Bias: Topic 1.5%, sitewide 6.9%Halo Effect: Topic 1.6%, sitewide 6.7%Optimism Bias: Topic 1.8%, sitewide 6.0%Biased Writer Voice: Topic 4.7%, sitewide 5.3%Anecdotal: Topic 4.7%, sitewide 5.2%Overconfidence Bias: Topic 2.6%, sitewide 4.6%Unattributed Quote: Topic 4.2%, sitewide 1.1%Anchoring Bias: Topic 1.0%, sitewide 4.0%Self-Serving Bias: Topic 1.0%, sitewide 3.7%Post Hoc (False Cause): Topic 2.5%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.6%, sitewide 3.1%Fundamental Attribution Error: Topic 1.4%, sitewide 2.7%Recency Bias: Topic 0.8%, sitewide 2.7%Ambiguity (Equivocation): Topic 2.4%, sitewide 0.8%Quote-first Misdirection: Topic 2.3%, sitewide 0.0%Bandwagon: Topic 2.3%, sitewide 2.2%Status Quo Bias: Topic 0.6%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

‘True Girlhood’: Woman Struggles With Graduation Attire — Stranger’s Small Act of Kindness Wins Over the Internet46%
The Daily Dot70%By Jennifer67%8/5/2026, 4:26:00 PM
‘$22 Pizza. Excuse Me’: Woman’s Reaction to a Single Slice in Nashville’s Printers Alley Has X Debating Whether the City Has Become Too Expensive58%
The Daily Dot70%By Sayantan62%8/4/2026, 5:19:24 AM
Jimothy the viral raccoon is 100% real — here's what's AI39%
Tom's Guide73%By Amanda Caswell41%7/24/2026, 9:05:01 AM
‘I Went From Mesmerized to Traumatized’: A Lemon Pepper Wing Pound Cake From an Atlanta Bakery Has the Internet Deeply Conflicted29%
The Daily Dot70%By Sohini59%7/24/2026, 5:14:03 AM
A New Orleans 7-year-old went viral for his stunts outside Pal’s. Now he’s going to the X Games.39%
nola.com29%By Kasey Bubnash22%7/23/2026, 2:50:00 PM
‘God Bless, Ma’am’: Woman’s Brief Exchange With Anti-Abortion Protester Goes Viral on Reddit56%
The Daily Dot70%By Haley66%7/21/2026, 2:30:00 PM
How a Philly band’s viral kickball commentating is helping them build a following9%
Billy Penn at WHYY18%By Nick Kariuki23%7/21/2026, 11:51:38 AM
Farmer Warns Shoppers About Chicken in Viral Grocery Store Message: “I Don’t Believe It’s a Healthy Food Anymore”79%
The Daily Dot70%By Jennifer67%7/20/2026, 5:10:00 PM
Man’s “Half a Big Mac” Video Reignites Debate Over Fast Food Quality Control46%
The Daily Dot70%By Sayantan62%7/16/2026, 4:40:00 AM
“Get Off My Girl”: Viral Video Shows Couple Struggling With Walmart Security After Allegedly Swapping Price Tags51%
The Daily Dot70%By Akil Rashid76%7/14/2026, 5:30:00 PM