Topic summary

⁠19%1 analyzed article/video1,242 analyzed words

BS Summary: These Platform Strategy results contain 26 faulty reasoning types, including Hasty Generalization, Confirmation Bias, and Appeal to Authority, with Anecdotal as the most egregious example at 3.9% saturation with 196 hits. Analysis detected 1,822 faulty-reasoning hits from 4,968 analyzed words across 1 article, generating a BS Score of 1.4% and a BS Rank of ⁠15% (18,361 of 21,370 topics). This Platform Strategy is better (less manipulative) than 85.90% of the peer group.

Platform Strategy

Topic ranking list

Percentile	Topic	BS Score
⁠0%	4-H Schedule	1%
⁠0%	4 H Schedule	1%
⁠0%	Musician Biographies	1%
⁠0%	Cleveland Politics	1%
⁠0%	Summer Traditions	1%
⁠15%	Platform Strategy (selected)	2%
⁠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%

Topic details

Total words: 4,968

Article count: 1

Authors

Reed Albergotti

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Attribute Prevalence (Top 48)

Platform Strategy attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Platform Strategy vs sitewide

Platform Strategy attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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How YouTube is navigating an AI tightrope⁠^21%

Semafor⁠^89%By Reed Albergotti⁠^62%7/31/2026, 9:39:44 AM