Keyword summary
85% 3 analyzed articles/videos 1,591 analyzed words
BS Summary: These Frontier Models results contain 40 faulty reasoning types, including Confirmation Bias , Biased Writer Voice , and Ambiguity (Equivocation) , with Hasty Generalization as the most egregious example at 16.3% saturation with 1,036 hits . Analysis detected 7,087 faulty-reasoning hits from 6,364 analyzed words across 3 articles, generating a BS Score of 2.8% and a BS Rank of 61% (23,727 of 59,491 keywords). This Frontier Models is worse (more manipulative) than 60.10% of the peer group. Frontier Models
Keyword details
Total words: 6,364
Article count: 3
Authors
Ranking context Position among analyzed keywords
60% percentile 0 25 50 75 100 60.1% percentile 2.8% BS Score3 analyzed articles6.4K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Shared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Keyword 4.7% 4.7% Negativity Bias Sitewide 19.2% Keyword 5.4% 5.4% Appeal to Emotion Sitewide 15.9% Keyword 2.4% 2.4% Appeal to Authority Sitewide 11.1% Keyword 1.8% 1.8% Hasty Generalization Sitewide 8.1% Keyword 16.3% 16.3% Halo Effect Sitewide 6.7% Keyword 0.3% 0.3% Ambiguity (Equivocation) Sitewide 0.8% Keyword 5.9% 5.9% Availability Heuristic Sitewide 9.1% Keyword 4.8% 4.8% Anecdotal Sitewide 5.2% Keyword 3.0% 3.0% Hindsight Bias Sitewide 1.4% Keyword 3.4% 3.4% 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 4.7%, sitewide 26.9% Negativity Bias: Keyword 5.4%, sitewide 19.2% Hasty Generalization: Keyword 16.3%, sitewide 8.1% Appeal to Emotion: Keyword 2.4%, sitewide 15.9% Appeal to Authority: Keyword 1.8%, sitewide 11.1% Availability Heuristic: Keyword 4.8%, sitewide 9.1% Confirmation Bias: Keyword 6.9%, sitewide 7.5% Halo Effect: Keyword 0.3%, sitewide 6.7% Biased Writer Voice: Keyword 6.7%, sitewide 5.3% Optimism Bias: Keyword 5.0%, sitewide 6.0% Ambiguity (Equivocation): Keyword 5.9%, sitewide 0.8% Overconfidence Bias: Keyword 5.8%, sitewide 4.6% Anecdotal: Keyword 3.0%, sitewide 5.2% Post Hoc (False Cause): Keyword 4.8%, sitewide 3.3% Recency Bias: Keyword 3.7%, sitewide 2.7% Self-Serving Bias: Keyword 1.7%, sitewide 3.7% Hindsight Bias: Keyword 3.4%, sitewide 1.4% Out-Group Homogeneity Bias: Keyword 2.2%, sitewide 3.1% Pessimism Bias: Keyword 2.9%, sitewide 1.9% False Dilemma: Keyword 2.8%, sitewide 1.5% Fundamental Attribution Error: Keyword 2.5%, sitewide 2.7% Slippery Slope: Keyword 2.3%, sitewide 1.7% Bandwagon: Keyword 0.6%, sitewide 2.2% Status Quo Bias: Keyword 2.2%, sitewide 2.2% Framing Effect Sitewide rate Keyword rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst