Topic summary
97% 2 analyzed articles/videos 1,352 analyzed words
BS Summary: These Ai In Finance results contain 40 faulty reasoning types, including Optimism Bias , Negativity Bias , and Halo Effect , with Hasty Generalization as the most egregious example at 17.7% saturation with 810 hits . Analysis detected 7,131 faulty-reasoning hits from 4,576 analyzed words across 2 articles, generating a BS Score of 3.9% and a BS Rank of 76% (5,917 of 23,727 topics). This Ai In Finance is worse (more manipulative) than 75.10% of the peer group. Ai In Finance
Topic details
Total words: 4,576
Article count: 2
Authors
Ranking context Position among analyzed topics
75% percentile 0 25 50 75 100 75.1% percentile 3.9% BS Score2 analyzed articles4.6K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 10.8% 10.8% Optimism Bias Sitewide 6.0% Topic 17.0% 17.0% Hasty Generalization Sitewide 8.1% Topic 17.7% 17.7% Appeal to Authority Sitewide 11.1% Topic 4.5% 4.5% Appeal to Emotion Sitewide 15.9% Topic 9.6% 9.6% Halo Effect Sitewide 6.7% Topic 12.8% 12.8% Availability Heuristic Sitewide 9.1% Topic 3.3% 3.3% Overconfidence Bias Sitewide 4.6% Topic 9.3% 9.3% In-Group Bias Sitewide 6.9% Topic 2.3% 2.3% Confirmation Bias Sitewide 7.5% Topic 3.0% 3.0% 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 10.8%, sitewide 26.9% Negativity Bias: Topic 15.9%, sitewide 19.2% Hasty Generalization: Topic 17.7%, sitewide 8.1% Optimism Bias: Topic 17.0%, sitewide 6.0% Appeal to Emotion: Topic 9.6%, sitewide 15.9% Halo Effect: Topic 12.8%, sitewide 6.7% Appeal to Authority: Topic 4.5%, sitewide 11.1% Overconfidence Bias: Topic 9.3%, sitewide 4.6% Availability Heuristic: Topic 3.3%, sitewide 9.1% Confirmation Bias: Topic 3.0%, sitewide 7.5% In-Group Bias: Topic 2.3%, sitewide 6.9% Anecdotal: Topic 2.4%, sitewide 5.2% Attempt to Sell a Product or Service: Topic 4.8%, sitewide 0.5% False Dilemma: Topic 4.6%, sitewide 1.5% Out-Group Homogeneity Bias: Topic 4.6%, sitewide 3.1% Self-Serving Bias: Topic 4.4%, sitewide 3.7% Anchoring Bias: Topic 2.5%, sitewide 4.0% Recency Bias: Topic 3.9%, sitewide 2.7% Post Hoc (False Cause): Topic 0.7%, sitewide 3.3% Hindsight Bias: Topic 2.9%, sitewide 1.4% Fundamental Attribution Error: Topic 2.0%, sitewide 2.7% Loss Aversion: Topic 1.2%, sitewide 2.5% Bandwagon: Topic 0.2%, sitewide 2.2% Status Quo Bias: Topic 1.9%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst