Topic summary
44% 20 analyzed articles/videos 7,835 analyzed words
BS Summary: These Automotive results contain 52 faulty reasoning types, including Negativity Bias , Framing Effect , and Halo Effect , with Biased Writer Voice as the most egregious example at 8.3% saturation with 3,369 hits . Analysis detected 38,391 faulty-reasoning hits from 40,711 analyzed words across 20 articles, generating a BS Score of 1.8% and a BS Rank of 18% (13,720 of 16,562 topics). This Automotive is better (less manipulative) than 82.80% of the peer group. Automotive
Topic details
Total words: 40,711
Article count: 20
Authors
Ranking context Position among analyzed topics
17% percentile 0 25 50 75 100 17.2% percentile 1.8% BS Score20 analyzed articles40.7K 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% Topic 6.5% 6.5% Negativity Bias Sitewide 19.2% Topic 6.7% 6.7% Appeal to Emotion Sitewide 15.9% Topic 5.3% 5.3% Appeal to Authority Sitewide 11.1% Topic 5.4% 5.4% In-Group Bias Sitewide 6.9% Topic 1.2% 1.2% Availability Heuristic Sitewide 9.1% Topic 3.9% 3.9% Confirmation Bias Sitewide 7.5% Topic 2.8% 2.8% Attempt to Sell a Product… Sitewide 0.5% Topic 4.2% 4.2% Hasty Generalization Sitewide 8.1% Topic 5.0% 5.0% Out-Group Homogeneity Bias Sitewide 3.1% Topic 0.1% 0.1% 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 6.5%, sitewide 26.9% Negativity Bias: Topic 6.7%, sitewide 19.2% Appeal to Emotion: Topic 5.3%, sitewide 15.9% Appeal to Authority: Topic 5.4%, sitewide 11.1% Availability Heuristic: Topic 3.9%, sitewide 9.1% Biased Writer Voice: Topic 8.3%, sitewide 5.3% Hasty Generalization: Topic 5.0%, sitewide 8.1% Confirmation Bias: Topic 2.8%, sitewide 7.5% In-Group Bias: Topic 1.2%, sitewide 6.9% Halo Effect: Topic 5.6%, sitewide 6.7% Optimism Bias: Topic 4.9%, sitewide 6.0% Anecdotal: Topic 3.1%, sitewide 5.2% Overconfidence Bias: Topic 1.9%, sitewide 4.6% Attempt to Sell a Product or Service: Topic 4.2%, sitewide 0.5% Anchoring Bias: Topic 2.1%, sitewide 4.0% Self-Serving Bias: Topic 2.2%, sitewide 3.7% Post Hoc (False Cause): Topic 2.1%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Fundamental Attribution Error: Topic 0.8%, sitewide 2.7% Recency Bias: Topic 2.3%, sitewide 2.7% Loss Aversion: Topic 0.6%, sitewide 2.5% Bandwagon: Topic 1.0%, sitewide 2.2% Status Quo Bias: Topic 0.8%, sitewide 2.2% Ad Hominem: Topic 1.1%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst