Keyword summary
75% 2 analyzed articles/videos 967 analyzed words
BS Summary: These Frontier Models results contain 37 faulty reasoning types, including Confirmation Bias , Optimism Bias , and Ambiguity (Equivocation) , with Hasty Generalization as the most egregious example at 17.9% saturation with 635 hits . Analysis detected 4,941 faulty-reasoning hits from 3,541 analyzed words across 2 articles, generating a BS Score of 3.8% and a BS Rank of 67% (11,583 of 34,832 keywords). This Frontier Models is worse (more manipulative) than 66.70% of the peer group. Frontier Models
Keyword details
Total words: 3,541
Article count: 2
Authors
Ranking context Position among analyzed keywords
67% percentile 0 25 50 75 100 66.7% percentile 3.8% BS Score2 analyzed articles3.5K 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 6.6% 6.6% Negativity Bias Sitewide 19.2% Keyword 5.2% 5.2% Appeal to Emotion Sitewide 15.9% Keyword 4.2% 4.2% Hasty Generalization Sitewide 8.1% Keyword 17.9% 17.9% Appeal to Authority Sitewide 11.1% Keyword 1.6% 1.6% Ambiguity (Equivocation) Sitewide 0.8% Keyword 8.9% 8.9% Halo Effect Sitewide 6.7% Keyword 0.6% 0.6% Availability Heuristic Sitewide 9.1% Keyword 3.2% 3.2% Overconfidence Bias Sitewide 4.6% Keyword 8.7% 8.7% Confirmation Bias Sitewide 7.5% Keyword 11.2% 11.2% 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: Keyword 6.6%, sitewide 26.9% Negativity Bias: Keyword 5.2%, sitewide 19.2% Hasty Generalization: Keyword 17.9%, sitewide 8.1% Appeal to Emotion: Keyword 4.2%, sitewide 15.9% Confirmation Bias: Keyword 11.2%, sitewide 7.5% Appeal to Authority: Keyword 1.6%, sitewide 11.1% Availability Heuristic: Keyword 3.2%, sitewide 9.1% Optimism Bias: Keyword 9.0%, sitewide 6.0% Ambiguity (Equivocation): Keyword 8.9%, sitewide 0.8% Overconfidence Bias: Keyword 8.7%, sitewide 4.6% Biased Writer Voice: Keyword 8.3%, sitewide 5.3% Post Hoc (False Cause): Keyword 6.9%, sitewide 3.3% Halo Effect: Keyword 0.6%, sitewide 6.7% Anecdotal: Keyword 1.6%, sitewide 5.2% Recency Bias: Keyword 4.4%, sitewide 2.7% Slippery Slope: Keyword 4.2%, sitewide 1.7% Self-Serving Bias: Keyword 1.8%, sitewide 3.7% False Dilemma: Keyword 3.4%, sitewide 1.5% Out-Group Homogeneity Bias: Keyword 3.4%, sitewide 3.1% Status Quo Bias: Keyword 3.3%, sitewide 2.2% Pessimism Bias: Keyword 3.3%, sitewide 1.9% Attempt to Sell a Product or Service: Keyword 2.3%, sitewide 0.5% Bandwagon: Keyword 1.1%, sitewide 2.2% Indoctrination: Keyword 2.0%, sitewide 0.0% Framing Effect Sitewide rate Keyword rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst