Topic summary

⁠0%1 analyzed article/video

BS Summary: These 401 K Investing results contain 29 faulty reasoning types, including Negativity Bias, Attempt to Sell a Product or Service, and Ambiguity (Equivocation), with Loss Aversion as the most egregious example at 17.6% saturation with 412 hits. Analysis detected 2,853 faulty-reasoning hits from 2,336 analyzed words across 1 article, generating a BS Score of 0% and a BS Rank of ⁠0% (0 of 16,562 topics). This 401 K Investing is better (less manipulative) than 100.00% of the peer group.

401 K Investing

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Uber	1%
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠100%	Radio Roundup / Week In Review	60%
⁠100%	E-Bikes / Rad Power Bikes	60%
⁠100%	E Bikes Rad Power Bikes	60%
⁠100%	The Last Word With Lawrence O'donnell	69%
⁠100%	The Last Word With Lawrence Odonnell	69%
⁠0%	401 K Investing (selected)	0%

Topic details

Total words: 2,336

Article count: 1

Authors

Maurie Backman

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Attribute Prevalence (Top 48)

401 K Investing attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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401 K Investing vs sitewide

401 K Investing attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Most 401(k) savers may be short-changing themselves, data shows⁠^70%

Fox Business⁠^92%By Maurie Backman⁠^0%6/9/2026, 10:44:02 AM