Topic summary
97% 4 analyzed articles/videos 1,683 analyzed words
BS Summary: These Tiktok results contain 47 faulty reasoning types, including Availability Heuristic , Hasty Generalization , and Framing Effect , with Negativity Bias as the most egregious example at 15.4% saturation with 1,233 hits . Analysis detected 12,171 faulty-reasoning hits from 8,023 analyzed words across 4 articles, generating a BS Score of 3.2% and a BS Rank of 55% (7,412 of 16,412 topics). This Tiktok is worse (more manipulative) than 54.80% of the peer group. Tiktok
Topic details
Total words: 8,023
Article count: 4
Authors
Ranking context Position among analyzed topics
55% percentile 0 25 50 75 100 54.8% percentile 3.2% BS Score4 analyzed articles8K 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 9.8% 9.8% Appeal to Emotion Sitewide 15.9% Topic 4.4% 4.4% Appeal to Authority Sitewide 11.1% Topic 3.6% 3.6% Indoctrination Sitewide 0.0% Topic 6.4% 6.4% In-Group Bias Sitewide 6.9% Topic 1.0% 1.0% Halo Effect Sitewide 6.7% Topic 2.4% 2.4% Negativity Bias Sitewide 19.2% Topic 15.4% 15.4% Post Hoc (False Cause) Sitewide 3.3% Topic 7.1% 7.1% Biased Writer Voice Sitewide 5.3% Topic 1.8% 1.8% Availability Heuristic Sitewide 9.1% Topic 12.0% 12.0% 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 9.8%, sitewide 26.9% Negativity Bias: Topic 15.4%, sitewide 19.2% Appeal to Emotion: Topic 4.4%, sitewide 15.9% Availability Heuristic: Topic 12.0%, sitewide 9.1% Appeal to Authority: Topic 3.6%, sitewide 11.1% Hasty Generalization: Topic 10.4%, sitewide 8.1% Confirmation Bias: Topic 7.1%, sitewide 7.5% Post Hoc (False Cause): Topic 7.1%, sitewide 3.3% In-Group Bias: Topic 1.0%, sitewide 6.9% Halo Effect: Topic 2.4%, sitewide 6.7% Indoctrination: Topic 6.4%, sitewide 0.0% Self-Serving Bias: Topic 6.1%, sitewide 3.7% Optimism Bias: Topic 4.9%, sitewide 6.0% Anecdotal: Topic 5.6%, sitewide 5.2% Biased Writer Voice: Topic 1.8%, sitewide 5.3% Overconfidence Bias: Topic 4.5%, sitewide 4.6% Anchoring Bias: Topic 2.6%, sitewide 4.0% Recency Bias: Topic 3.6%, sitewide 2.7% Ambiguity (Equivocation): Topic 3.3%, sitewide 0.8% Out-Group Homogeneity Bias: Topic 2.0%, sitewide 3.1% Bandwagon: Topic 3.1%, sitewide 2.2% Genetic Fallacy: Topic 2.8%, sitewide 1.4% Fundamental Attribution Error: Topic 1.5%, sitewide 2.7% Tu Quoque: Topic 2.7%, sitewide 0.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst