Topic summary
80%26 analyzed articles/videos24,667 analyzed words
BS Summary: These Small Business results contain 53 faulty reasoning types, including Hasty Generalization, Negativity Bias, and Anecdotal, with Optimism Bias as the most egregious example at 4.4% saturation with 4,699 hits. Analysis detected 63,475 faulty-reasoning hits from 105,812 analyzed words across 26 articles, generating a BS Score of 1.1% and a BS Rank of 8% (22,038 of 23,715 topics). This Small Business is better (less manipulative) than 92.90% of the peer group.

Ranking context

Position among analyzed topics

7% percentile
02550751007.1% percentile
1.1% BS Score26 analyzed articles105.8K 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 3.9%3.9%Negativity BiasSitewide 19.2%Topic 4.3%4.3%Appeal to EmotionSitewide 15.9%Topic 3.0%3.0%Appeal to AuthoritySitewide 11.1%Topic 1.8%1.8%Availability HeuristicSitewide 9.1%Topic 3.1%3.1%In-Group BiasSitewide 6.9%Topic 1.8%1.8%Confirmation BiasSitewide 7.5%Topic 2.8%2.8%Halo EffectSitewide 6.7%Topic 2.5%2.5%Hasty GeneralizationSitewide 8.1%Topic 4.4%4.4%Overconfidence BiasSitewide 4.6%Topic 1.1%1.1%

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 3.9%, sitewide 26.9%Negativity Bias: Topic 4.3%, sitewide 19.2%Appeal to Emotion: Topic 3.0%, sitewide 15.9%Appeal to Authority: Topic 1.8%, sitewide 11.1%Availability Heuristic: Topic 3.1%, sitewide 9.1%Hasty Generalization: Topic 4.4%, sitewide 8.1%Confirmation Bias: Topic 2.8%, sitewide 7.5%In-Group Bias: Topic 1.8%, sitewide 6.9%Halo Effect: Topic 2.5%, sitewide 6.7%Optimism Bias: Topic 4.4%, sitewide 6.0%Biased Writer Voice: Topic 2.3%, sitewide 5.3%Anecdotal: Topic 4.1%, sitewide 5.2%Overconfidence Bias: Topic 1.1%, sitewide 4.6%Anchoring Bias: Topic 0.8%, sitewide 4.0%Self-Serving Bias: Topic 1.7%, sitewide 3.7%Post Hoc (False Cause): Topic 2.6%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.6%, sitewide 3.1%Fundamental Attribution Error: Topic 0.5%, sitewide 2.7%Recency Bias: Topic 0.6%, sitewide 2.7%Loss Aversion: Topic 0.6%, sitewide 2.5%Bandwagon: Topic 0.7%, sitewide 2.2%Status Quo Bias: Topic 0.6%, sitewide 2.2%Ad Hominem: Topic 0.2%, sitewide 2.2%Politically Left Leaning Bias: Topic 0.2%, sitewide 2.0%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Readers sound off on small biz insurance, hand-written letters and vandalism hypocrisy12%
New York Daily News87%By Voice of the People86%8/7/2026, 12:00:41 AM
Mamdani’s childcare plan faces a hurdle: Home providers can’t earn a living22%
Gothamist87%By Karen Yi73%8/6/2026, 3:00:00 AM
¿Les fue bien a los pequeños negocios latinos de Nueva York durante el Mundial?37%
City Limits53%By Daniel Parra46%8/5/2026, 12:53:55 PM
Kenyan sisters who farm in Medina dream big, despite federal cuts for local food4%
Sahan Journal25%By Binta Kanteh0%8/3/2026, 4:00:00 AM
Local property dispute lands tea farmer in hot water11%
VTDigger43%By Erin Petenko9%8/2/2026, 5:51:00 AM
Climbing the mountain: Briana Wucinski finds a path for herself, entrepreneurs16%
Fort Worth Report10%By Bob Francis12%8/2/2026, 3:54:00 AM
Walker’s Point Cafe Closes as Owners Retire4%
Urban Milwaukee13%By Sophie Bolich15%7/31/2026, 2:58:56 PM
(Not Just) Another Roadside Attraction11%
The Assembly NC7%By Elizabeth Friend9%7/31/2026, 3:55:00 AM
Did NYC’s Latino Small Businesses Score During the World Cup?31%
City Limits53%By Jeanmarie Evelly47%7/30/2026, 1:46:53 PM
Black business owners in Greater Cleveland say access to capital is their biggest challenge23%
Signal Cleveland1%By Olivera Perkins18%7/29/2026, 9:02:00 PM