Topic summary
66%24 analyzed articles/videos17,774 analyzed words
BS Summary: These Startups results contain 52 faulty reasoning types, including Halo Effect, Appeal to Authority, and Optimism Bias, with Framing Effect as the most egregious example at 6.8% saturation with 7,007 hits. Analysis detected 76,220 faulty-reasoning hits from 102,830 analyzed words across 24 articles, generating a BS Score of 1.4% and a BS Rank of 15% (18,461 of 21,637 topics). This Startups is better (less manipulative) than 85.30% of the peer group.

Ranking context

Position among analyzed topics

15% percentile
025507510014.7% percentile
1.4% BS Score24 analyzed articles102.8K 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 6.8%6.8%Negativity BiasSitewide 19.2%Topic 3.1%3.1%Appeal to EmotionSitewide 15.9%Topic 2.0%2.0%In-Group BiasSitewide 6.9%Topic 0.4%0.4%Appeal to AuthoritySitewide 11.1%Topic 5.2%5.2%Availability HeuristicSitewide 9.1%Topic 3.2%3.2%Confirmation BiasSitewide 7.5%Topic 2.7%2.7%Hasty GeneralizationSitewide 8.1%Topic 4.7%4.7%Attempt to Sell a Product…Sitewide 0.5%Topic 3.5%3.5%Overconfidence BiasSitewide 4.6%Topic 1.6%1.6%

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 6.8%, sitewide 26.9%Negativity Bias: Topic 3.1%, sitewide 19.2%Appeal to Emotion: Topic 2.0%, sitewide 15.9%Appeal to Authority: Topic 5.2%, sitewide 11.1%Availability Heuristic: Topic 3.2%, sitewide 9.1%Hasty Generalization: Topic 4.7%, sitewide 8.1%Confirmation Bias: Topic 2.7%, sitewide 7.5%In-Group Bias: Topic 0.4%, sitewide 6.9%Halo Effect: Topic 5.6%, sitewide 6.7%Optimism Bias: Topic 5.0%, sitewide 6.0%Biased Writer Voice: Topic 3.3%, sitewide 5.3%Anecdotal: Topic 4.0%, sitewide 5.2%Overconfidence Bias: Topic 1.6%, sitewide 4.6%Anchoring Bias: Topic 1.4%, sitewide 4.0%Self-Serving Bias: Topic 1.9%, sitewide 3.7%Attempt to Sell a Product or Service: Topic 3.5%, sitewide 0.5%Post Hoc (False Cause): Topic 3.1%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.2%, sitewide 3.1%Fundamental Attribution Error: Topic 0.8%, sitewide 2.7%Recency Bias: Topic 1.2%, sitewide 2.7%Loss Aversion: Topic 0.5%, sitewide 2.5%Bandwagon: Topic 0.6%, sitewide 2.2%Status Quo Bias: Topic 0.5%, sitewide 2.2%Ad Hominem: Topic 0.1%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

EON wants to move the data superhighway from ocean fiber to space lasers5%
TechCrunch68%By Tim Fernholz71%8/4/2026, 5:00:00 AM
One billboard, $3M a year: Welcome to AI’s advertising arms race64%
The San Francisco Standard58%By Max Harrison-Caldwell51%8/3/2026, 6:00:00 AM
Horizon3 hits $2 billion valuation with $250M Series E as AI threats escalate71%
TechCrunch68%By Kate Park78%8/3/2026, 5:50:46 AM
We Are Mildly Horrified by This AI Startup That Coerced People Into Getting Tattoos of Its Logo in Exchange for a Job Interview14%
Futurism93%By Joe Wilkins91%8/1/2026, 10:02:00 AM
Dev who gave HashiCorp its name returns with a faster terminal multiplexer29%
The Register59%7/31/2026, 12:12:48 PM
Prentis, new AI lab co-founded by Reid Hoffman, Mark Pincus in talks to raise $100M50%
TechCrunch68%By Marina Temkin77%7/24/2026, 3:25:58 PM
Inside India newsletter: Skyroot rocket puts India alongside U.S., China in private orbital launch46%
CNBC66%By Priyanka Salve68%7/22/2026, 5:05:25 PM
How Cascade Plans To Help Constructors Win New Business Worth Millions78%
Forbes64%By David Prosser92%7/20/2026, 5:00:00 PM
Colossal Biosciences reportedly in talks to raise new capital at $20B–$30B valuation73%
TechCrunch68%By Marina Temkin77%7/20/2026, 4:39:35 PM
The VC betting $5.4 billion that Suno’s copyright wars won’t matter43%
Fortune72%By Lily Mae Lazarus53%7/17/2026, 5:03:48 AM