Keyword summary
0% 1 analyzed article/video
BS Summary: These Open Weight AI Models results contain 19 faulty reasoning types, including Confirmation Bias , Appeal to Emotion , and Bandwagon , with Framing Effect as the most egregious example at 12.9% saturation with 236 hits . Analysis detected 1,570 faulty-reasoning hits from 1,830 analyzed words across 1 article, generating a BS Score of 0% and a BS Rank of 0% (0 of 37,536 keywords). This Open Weight AI Models is better (less manipulative) than 100.00% of the peer group. Open Weight AI Models
Keyword details
Total words: 1,830
Article count: 1
Authors
Ranking context Position among analyzed keywords
0% percentile 0 25 50 75 100 0.0% percentile 0.0% BS Score1 analyzed articles1.8K 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% Negativity Bias Sitewide 19.2% Keyword 1.2% 1.2% Framing Effect Sitewide 26.9% Keyword 12.9% 12.9% Appeal to Authority Sitewide 11.1% Keyword 1.8% 1.8% Appeal to Emotion Sitewide 15.9% Keyword 7.7% 7.7% Bandwagon Sitewide 2.2% Keyword 7.5% 7.5% Hasty Generalization Sitewide 8.1% Keyword 3.2% 3.2% Quote-first Misdirection Sitewide 0.0% Keyword 3.0% 3.0% Optimism Bias Sitewide 6.0% Keyword 3.5% 3.5% Overconfidence Bias Sitewide 4.6% Keyword 6.8% 6.8% In-Group Bias Sitewide 6.9% Keyword 4.8% 4.8% 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 12.9%, sitewide 26.9% Negativity Bias: Keyword 1.2%, sitewide 19.2% Appeal to Emotion: Keyword 7.7%, sitewide 15.9% Appeal to Authority: Keyword 1.8%, sitewide 11.1% Confirmation Bias: Keyword 8.3%, sitewide 7.5% Hasty Generalization: Keyword 3.2%, sitewide 8.1% Bandwagon: Keyword 7.5%, sitewide 2.2% In-Group Bias: Keyword 4.8%, sitewide 6.9% Overconfidence Bias: Keyword 6.8%, sitewide 4.6% Halo Effect: Keyword 5.7%, sitewide 6.7% Optimism Bias: Keyword 3.5%, sitewide 6.0% Biased Writer Voice: Keyword 3.4%, sitewide 5.3% Self-Serving Bias: Keyword 5.3%, sitewide 3.7% Begging the Question: Keyword 3.2%, sitewide 1.7% Quote-first Misdirection: Keyword 3.0%, sitewide 0.0% False Dilemma: Keyword 2.7%, sitewide 1.5% Recency Bias: Keyword 1.4%, sitewide 2.7% Unattributed Quote: Keyword 2.2%, sitewide 1.1% Appeal to Nature: Keyword 1.1%, sitewide 0.2% Framing Effect Sitewide rate Keyword rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst