Topic summary
1% 4 analyzed articles/videos 1,370 analyzed words
BS Summary: These Road Construction results contain 14 faulty reasoning types, including Optimism Bias , Anchoring Bias , and Biased Writer Voice , with Attempt to Sell a Product or Service as the most egregious example at 1.7% saturation with 94 hits . Analysis detected 474 faulty-reasoning hits from 5,480 analyzed words across 4 articles, generating a BS Score of 0.6% and a BS Rank of 1% (21,696 of 21,796 topics). This Road Construction is better (less manipulative) than 99.50% of the peer group. Road Construction
Topic details
Total words: 5,480
Article count: 4
Authors
Ranking context Position among analyzed topics
1% percentile 0 25 50 75 100 0.5% percentile 0.6% BS Score4 analyzed articles5.5K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–25%
0.0% 5% 10% 15% 20% 25% Appeal to Authority Sitewide 11.1% Topic 0.2% 0.2% Confirmation Bias Sitewide 7.5% Topic 0.6% 0.6% In-Group Bias Sitewide 6.9% Topic 0.7% 0.7% Optimism Bias Sitewide 6.0% Topic 1.2% 1.2% Biased Writer Voice Sitewide 5.3% Topic 0.8% 0.8% Anchoring Bias Sitewide 4.0% Topic 1.1% 1.1% Loss Aversion Sitewide 2.5% Topic 0.1% 0.1% Recency Bias Sitewide 2.7% Topic 0.5% 0.5% Representativeness Heuris… Sitewide 1.9% Topic 0.6% 0.6% Attempt to Sell a Product… Sitewide 0.5% Topic 1.7% 1.7% Sitewide departure map Above the diagonal means this profile uses the pattern more often
0.0% 0.0% 5% 5% 10% 10% 15% 15% 20% 20% 25% 25% Appeal to Authority: Topic 0.2%, sitewide 11.1% Confirmation Bias: Topic 0.6%, sitewide 7.5% In-Group Bias: Topic 0.7%, sitewide 6.9% Optimism Bias: Topic 1.2%, sitewide 6.0% Biased Writer Voice: Topic 0.8%, sitewide 5.3% Anchoring Bias: Topic 1.1%, sitewide 4.0% Recency Bias: Topic 0.5%, sitewide 2.7% Loss Aversion: Topic 0.1%, sitewide 2.5% Representativeness Heuristic: Topic 0.6%, sitewide 1.9% Attempt to Sell a Product or Service: Topic 1.7%, sitewide 0.5% Ambiguity (Equivocation): Topic 0.0%, sitewide 0.8% Red Herring: Topic 0.3%, sitewide 0.7% Sunk Cost Effect: Topic 0.5%, sitewide 0.3% Indoctrination: Topic 0.4%, sitewide 0.0% Appeal to Authority Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst