Topic summary
98% 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 20% saturation with 810 hits . Analysis detected 7,131 faulty-reasoning hits from 4,056 analyzed words across 2 articles, generating a BS Score of 4.4% and a BS Rank of 72% (4,728 of 16,562 topics). This Ai In Finance is worse (more manipulative) than 71.50% of the peer group. Ai In Finance
Topic details
Total words: 4,056
Article count: 2
Authors
Ranking context Position among analyzed topics
72% percentile 0 25 50 75 100 71.5% percentile 4.4% BS Score2 analyzed articles4.1K 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 12.1% 12.1% Optimism Bias Sitewide 6.0% Topic 19.2% 19.2% Hasty Generalization Sitewide 8.1% Topic 20.0% 20.0% Halo Effect Sitewide 6.7% Topic 14.4% 14.4% Appeal to Authority Sitewide 11.1% Topic 5.1% 5.1% Overconfidence Bias Sitewide 4.6% Topic 10.4% 10.4% Availability Heuristic Sitewide 9.1% Topic 3.8% 3.8% Appeal to Emotion Sitewide 15.9% Topic 10.8% 10.8% Attempt to Sell a Product… Sitewide 0.5% Topic 5.5% 5.5% In-Group Bias Sitewide 6.9% Topic 2.6% 2.6% 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 12.1%, sitewide 26.9% Hasty Generalization: Topic 20.0%, sitewide 8.1% Negativity Bias: Topic 17.9%, sitewide 19.2% Optimism Bias: Topic 19.2%, sitewide 6.0% Appeal to Emotion: Topic 10.8%, sitewide 15.9% Halo Effect: Topic 14.4%, sitewide 6.7% Appeal to Authority: Topic 5.1%, sitewide 11.1% Overconfidence Bias: Topic 10.4%, sitewide 4.6% Availability Heuristic: Topic 3.8%, sitewide 9.1% Confirmation Bias: Topic 3.4%, sitewide 7.5% In-Group Bias: Topic 2.6%, sitewide 6.9% Attempt to Sell a Product or Service: Topic 5.5%, sitewide 0.5% Anecdotal: Topic 2.7%, sitewide 5.2% False Dilemma: Topic 5.2%, sitewide 1.5% Out-Group Homogeneity Bias: Topic 5.2%, sitewide 3.1% Self-Serving Bias: Topic 5.0%, sitewide 3.7% Recency Bias: Topic 4.4%, sitewide 2.7% Anchoring Bias: Topic 2.8%, sitewide 4.0% Post Hoc (False Cause): Topic 0.8%, sitewide 3.3% Hindsight Bias: Topic 3.2%, sitewide 1.4% Fundamental Attribution Error: Topic 2.3%, sitewide 2.7% Loss Aversion: Topic 1.3%, sitewide 2.5% Bandwagon: Topic 0.2%, sitewide 2.2% Status Quo Bias: Topic 2.1%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst