Topic summary
⁠98%1 analyzed article/video327 analyzed words
BS Summary: These AI Business Models results contain 28 faulty reasoning types, including Negativity Bias, Slippery Slope, and Overconfidence Bias, with Hasty Generalization as the most egregious example at 16.6% saturation with 163 hits. Analysis detected 1,985 faulty-reasoning hits from 981 analyzed words across 1 article, generating a BS Score of 7.2% and a BS Rank of ⁠87% (2,260 of 16,562 topics). This AI Business Models is worse (more manipulative) than 86.40% of the peer group.
AI Business Models
Topic details
Total words: 981
Article count: 1
Authors

Ranking context

Position among analyzed topics

86% percentile
025507510086.4% percentile
7.2% BS Score1 analyzed articles981 analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 9.8%9.8%Slippery SlopeSitewide 1.7%Topic 15.0%15.0%Overconfidence BiasSitewide 4.6%Topic 14.2%14.2%Out-Group Homogeneity BiasSitewide 3.1%Topic 12.3%12.3%Hasty GeneralizationSitewide 8.1%Topic 16.6%16.6%False DilemmaSitewide 1.5%Topic 9.8%9.8%IndoctrinationSitewide 0.0%Topic 7.3%7.3%Ambiguity (Equivocation)Sitewide 0.8%Topic 6.7%6.7%Pessimism BiasSitewide 1.9%Topic 7.1%7.1%Biased Writer VoiceSitewide 5.3%Topic 10.2%10.2%

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 9.8%, sitewide 26.9%Negativity Bias: Topic 16.2%, sitewide 19.2%Hasty Generalization: Topic 16.6%, sitewide 8.1%Appeal to Emotion: Topic 12.7%, sitewide 15.9%Slippery Slope: Topic 15.0%, sitewide 1.7%Overconfidence Bias: Topic 14.2%, sitewide 4.6%Out-Group Homogeneity Bias: Topic 12.3%, sitewide 3.1%Biased Writer Voice: Topic 10.2%, sitewide 5.3%False Dilemma: Topic 9.8%, sitewide 1.5%Availability Heuristic: Topic 6.1%, sitewide 9.1%Confirmation Bias: Topic 8.7%, sitewide 7.5%Post Hoc (False Cause): Topic 8.0%, sitewide 3.3%Indoctrination: Topic 7.3%, sitewide 0.0%Pessimism Bias: Topic 7.1%, sitewide 1.9%Ambiguity (Equivocation): Topic 6.7%, sitewide 0.8%Optimism Bias: Topic 3.4%, sitewide 6.0%Attempt to Sell a Product or Service: Topic 5.0%, sitewide 0.5%Politically Right Leaning Bias: Topic 4.9%, sitewide 1.4%Self-Serving Bias: Topic 4.4%, sitewide 3.7%Bandwagon: Topic 4.1%, sitewide 2.2%Composition/Division: Topic 3.6%, sitewide 0.2%Begging the Question: Topic 3.5%, sitewide 1.7%Unattributed Quote: Topic 3.4%, sitewide 1.1%Status Quo Bias: Topic 3.0%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos