Topic summary
40% 4 analyzed articles/videos 4,494 analyzed words
BS Summary: These Llm results contain 46 faulty reasoning types, including Negativity Bias , Hasty Generalization , and Pessimism Bias , with Biased Writer Voice as the most egregious example at 9.9% saturation with 1,820 hits . Analysis detected 12,458 faulty-reasoning hits from 18,438 analyzed words across 4 articles, generating a BS Score of 1.5% and a BS Rank of 19% (19,944 of 24,545 topics). This Llm is better (less manipulative) than 81.30% of the peer group. Llm
Topic details
Total words: 18,438
Article count: 4
Authors
Ranking context Position among analyzed topics
19% percentile 0 25 50 75 100 18.7% percentile 1.5% BS Score4 analyzed articles18.4K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 2.0% 2.0% Appeal to Emotion Sitewide 15.9% Topic 1.1% 1.1% Negativity Bias Sitewide 19.2% Topic 9.0% 9.0% Appeal to Authority Sitewide 11.1% Topic 2.5% 2.5% Availability Heuristic Sitewide 9.1% Topic 1.9% 1.9% In-Group Bias Sitewide 6.9% Topic 0.6% 0.6% Halo Effect Sitewide 6.7% Topic 0.6% 0.6% Confirmation Bias Sitewide 7.5% Topic 2.3% 2.3% Biased Writer Voice Sitewide 5.3% Topic 9.9% 9.9% Optimism Bias Sitewide 6.0% Topic 1.6% 1.6% 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 2.0%, sitewide 26.9% Negativity Bias: Topic 9.0%, sitewide 19.2% Appeal to Emotion: Topic 1.1%, sitewide 15.9% Appeal to Authority: Topic 2.5%, sitewide 11.1% Biased Writer Voice: Topic 9.9%, sitewide 5.3% Availability Heuristic: Topic 1.9%, sitewide 9.1% Hasty Generalization: Topic 7.0%, sitewide 8.1% Confirmation Bias: Topic 2.3%, sitewide 7.5% In-Group Bias: Topic 0.6%, sitewide 6.9% Halo Effect: Topic 0.6%, sitewide 6.7% Optimism Bias: Topic 1.6%, sitewide 6.0% Anecdotal: Topic 0.9%, sitewide 5.2% Overconfidence Bias: Topic 0.9%, sitewide 4.6% Anchoring Bias: Topic 0.3%, sitewide 4.0% Pessimism Bias: Topic 4.0%, sitewide 1.9% Self-Serving Bias: Topic 0.3%, sitewide 3.7% Post Hoc (False Cause): Topic 1.2%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.3%, sitewide 3.1% Fundamental Attribution Error: Topic 0.3%, sitewide 2.7% Recency Bias: Topic 0.9%, sitewide 2.7% Slippery Slope: Topic 2.5%, sitewide 1.7% Loss Aversion: Topic 0.4%, sitewide 2.5% False Dilemma: Topic 2.3%, sitewide 1.5% Bandwagon: Topic 0.5%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst