Keyword summary
⁠81%1 analyzed article/video381 analyzed words
BS Summary: These Layoff Trap results contain 34 faulty reasoning types, including Hasty Generalization, Anecdotal, and Biased Writer Voice, with Attempt to Sell a Product or Service as the most egregious example at 16.9% saturation with 193 hits. Analysis detected 1,562 faulty-reasoning hits from 1,143 analyzed words across 1 article, generating a BS Score of 4% and a BS Rank of ⁠71% (10,903 of 37,536 keywords). This Layoff Trap is worse (more manipulative) than 71.00% of the peer group.
Layoff Trap
Keyword ranking list
PercentileKeywordBS Score
⁠0%Lieutenant Governor1%
⁠0%Agriculture Commissioner1%
⁠0%Texas Supreme Court1%
⁠0%Tropic Care Of Florida1%
⁠0%Running Back1%
⁠71%Layoff Trap (selected)5%
⁠100%Rad Power Bikes60%
⁠100%Mike Lewis60%
⁠100%Joni Balter60%
⁠100%Lawrence O'donnell69%
⁠100%Bondi Beach Shooting70%
Keyword details
Total words: 1,143
Article count: 1
Authors

Ranking context

Position among analyzed keywords

71% percentile
025507510071.0% percentile
4.0% BS Score1 analyzed articles1.1K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

KeywordSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Keyword 1.2%1.2%Attempt to Sell a Product…Sitewide 0.5%Keyword 16.9%16.9%Negativity BiasSitewide 19.2%Keyword 7.5%7.5%Appeal to AuthoritySitewide 11.1%Keyword 0.9%0.9%Appeal to EmotionSitewide 15.9%Keyword 7.5%7.5%AnecdotalSitewide 5.2%Keyword 11.0%11.0%Hasty GeneralizationSitewide 8.1%Keyword 13.6%13.6%Biased Writer VoiceSitewide 5.3%Keyword 10.0%10.0%Availability HeuristicSitewide 9.1%Keyword 5.3%5.3%Optimism BiasSitewide 6.0%Keyword 2.2%2.2%

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: Keyword 1.2%, sitewide 26.9%Negativity Bias: Keyword 7.5%, sitewide 19.2%Attempt to Sell a Product or Service: Keyword 16.9%, sitewide 0.5%Appeal to Emotion: Keyword 7.5%, sitewide 15.9%Hasty Generalization: Keyword 13.6%, sitewide 8.1%Appeal to Authority: Keyword 0.9%, sitewide 11.1%Anecdotal: Keyword 11.0%, sitewide 5.2%Biased Writer Voice: Keyword 10.0%, sitewide 5.3%Confirmation Bias: Keyword 9.1%, sitewide 7.5%Availability Heuristic: Keyword 5.3%, sitewide 9.1%In-Group Bias: Keyword 5.5%, sitewide 6.9%Optimism Bias: Keyword 2.2%, sitewide 6.0%Pessimism Bias: Keyword 4.8%, sitewide 1.9%Overconfidence Bias: Keyword 2.7%, sitewide 4.6%Out-Group Homogeneity Bias: Keyword 3.9%, sitewide 3.1%Unattributed Quote: Keyword 3.7%, sitewide 1.1%Post Hoc (False Cause): Keyword 1.1%, sitewide 3.3%False Dilemma: Keyword 3.1%, sitewide 1.5%Loss Aversion: Keyword 3.1%, sitewide 2.5%Begging the Question: Keyword 3.0%, sitewide 1.7%Politically Left Leaning Bias: Keyword 2.9%, sitewide 2.0%Fundamental Attribution Error: Keyword 2.8%, sitewide 2.7%Quote-first Misdirection: Keyword 2.8%, sitewide 0.0%Indoctrination: Keyword 2.7%, sitewide 0.0%Framing EffectSitewide rateKeyword rate

Analyzed articles and videos

The AI Layoff Trap⁠67%
The Bulwark⁠72%By Jonathan V. Last⁠50%7/23/2026, 10:01:35 AM