Topic summary
⁠0%1 analyzed article/video167 analyzed words
BS Summary: These Ai Cost Optimization results contain 16 faulty reasoning types, including Framing Effect, Negativity Bias, and Hasty Generalization, with Appeal to Authority as the most egregious example at 35.5% saturation with 237 hits. Analysis detected 1,313 faulty-reasoning hits from 668 analyzed words across 1 article, generating a BS Score of 12.3% and a BS Rank of ⁠96% (816 of 16,562 topics). This Ai Cost Optimization is worse (more manipulative) than 95.10% of the peer group.
Ai Cost Optimization
Topic details
Total words: 668
Article count: 1
Authors

Ranking context

Position among analyzed topics

95% percentile
025507510095.1% percentile
12.3% BS Score1 analyzed articles668 analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Appeal to AuthoritySitewide 11.1%Topic 35.5%35.5%Hasty GeneralizationSitewide 8.1%Topic 21.4%21.4%BandwagonSitewide 2.2%Topic 14.8%14.8%Appeal to EmotionSitewide 15.9%Topic 8.7%8.7%Biased Writer VoiceSitewide 5.3%Topic 12.1%12.1%Availability HeuristicSitewide 9.1%Topic 2.5%2.5%Negativity BiasSitewide 19.2%Topic 25.8%25.8%Post Hoc (False Cause)Sitewide 3.3%Topic 9.6%9.6%Confirmation BiasSitewide 7.5%Topic 12.6%12.6%False DilemmaSitewide 1.5%Topic 6.3%6.3%

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%Appeal to Authority: Topic 35.5%, sitewide 11.1%Framing Effect: Topic 27.5%, sitewide 26.9%Negativity Bias: Topic 25.8%, sitewide 19.2%Hasty Generalization: Topic 21.4%, sitewide 8.1%Appeal to Emotion: Topic 8.7%, sitewide 15.9%Bandwagon: Topic 14.8%, sitewide 2.2%Confirmation Bias: Topic 12.6%, sitewide 7.5%Biased Writer Voice: Topic 12.1%, sitewide 5.3%Post Hoc (False Cause): Topic 9.6%, sitewide 3.3%Availability Heuristic: Topic 2.5%, sitewide 9.1%Halo Effect: Topic 8.5%, sitewide 6.7%False Dilemma: Topic 6.3%, sitewide 1.5%Ambiguity (Equivocation): Topic 3.4%, sitewide 0.8%Representativeness Heuristic: Topic 3.4%, sitewide 1.9%Unattributed Quote: Topic 2.3%, sitewide 1.1%Straw Man: Topic 2.1%, sitewide 0.9%Appeal to AuthoritySitewide rateTopic rate

Analyzed articles and videos