Topic summary
80%41 analyzed articles/videos35,919 analyzed words
BS Summary: These Books results contain 54 faulty reasoning types, including Biased Writer Voice, Framing Effect, and Hasty Generalization, with Halo Effect as the most egregious example at 5.7% saturation with 9,353 hits. Analysis detected 118,046 faulty-reasoning hits from 164,129 analyzed words across 41 articles, generating a BS Score of 1.3% and a BS Rank of 13% (19,729 of 22,433 topics). This Books is better (less manipulative) than 87.90% of the peer group.

Ranking context

Position among analyzed topics

12% percentile
025507510012.1% percentile
1.3% BS Score41 analyzed articles164.1K 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 4.9%4.9%Negativity BiasSitewide 19.2%Topic 4.4%4.4%Appeal to EmotionSitewide 15.9%Topic 4.1%4.1%Appeal to AuthoritySitewide 11.1%Topic 4.0%4.0%Availability HeuristicSitewide 9.1%Topic 2.7%2.7%In-Group BiasSitewide 6.9%Topic 1.6%1.6%Confirmation BiasSitewide 7.5%Topic 2.9%2.9%Attempt to Sell a Product…Sitewide 0.5%Topic 4.2%4.2%Optimism BiasSitewide 6.0%Topic 2.3%2.3%Anchoring BiasSitewide 4.0%Topic 0.7%0.7%

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 4.9%, sitewide 26.9%Negativity Bias: Topic 4.4%, sitewide 19.2%Appeal to Emotion: Topic 4.1%, sitewide 15.9%Appeal to Authority: Topic 4.0%, sitewide 11.1%Availability Heuristic: Topic 2.7%, sitewide 9.1%Hasty Generalization: Topic 4.8%, sitewide 8.1%Confirmation Bias: Topic 2.9%, sitewide 7.5%In-Group Bias: Topic 1.6%, sitewide 6.9%Halo Effect: Topic 5.7%, sitewide 6.7%Optimism Bias: Topic 2.3%, sitewide 6.0%Biased Writer Voice: Topic 5.0%, sitewide 5.3%Anecdotal: Topic 2.7%, sitewide 5.2%Overconfidence Bias: Topic 1.6%, sitewide 4.6%Attempt to Sell a Product or Service: Topic 4.2%, sitewide 0.5%Anchoring Bias: Topic 0.7%, sitewide 4.0%Self-Serving Bias: Topic 1.0%, sitewide 3.7%Post Hoc (False Cause): Topic 1.9%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.4%, sitewide 3.1%Fundamental Attribution Error: Topic 0.8%, sitewide 2.7%Recency Bias: Topic 0.9%, sitewide 2.7%Loss Aversion: Topic 0.4%, sitewide 2.5%Bandwagon: Topic 0.8%, sitewide 2.2%Status Quo Bias: Topic 0.4%, sitewide 2.2%Ad Hominem: Topic 0.3%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Book Database Shutters AI Service Following Outrage Over Destroyed Rare Texts78%
Kotaku83%By Zack Kotzer80%8/1/2026, 1:56:06 PM
15 things to do around D.C. this weekend7%
51st.news16%By Gracie McKenzie17%7/30/2026, 10:19:56 AM
Matt Haig's 'Midnight Train' reminds us to slow down, forgive, and let go3%
New Hampshire Public Radio14%By Jackie Harris0% Sara Plourde0% Olivia Comolli0%7/30/2026, 7:31:06 AM
Grandchildren of Thomas the Tank Engine author in HMRC court fight over huge tax bill on royalties4%
The Independent66%By Richard Gittins2%7/22/2026, 6:03:52 AM
'Odyssey' movie boosts sales of Penn professor's translation of Homer's epic33%
PhillyVoice47%By Kristin Hunt30%7/21/2026, 2:01:52 PM
Detroit Evening Report: Detroit offers respite centers to get people out of wildfire smoke17%
WDET 101.9 FM23%By Hernz Laguerre21%7/17/2026, 1:13:13 PM
Biased …54%Attempt…12%
'Wildfire Days': Author Kelly Ramsey recounts her days as a hotshot firefighter4%
WBUR18%By Here67% Now Newsroom67%7/10/2026, 5:01:43 AM
The real genius of Lorne Michaels isn't comedy — it's judgment18%
Salon.com85%By David Daley80%7/5/2026, 7:30:07 AM
Inside the Veiled Prophet’s ‘rancid’ past, a St. Louis author searches for meaning34%
STLPR83%By Danny Wicentowski66%7/2/2026, 9:00:00 PM
"The Tell" never told the whole story51%
Salon.com85%By Andi Zeisler76%6/25/2026, 9:00:59 AM