BS Summary: These Personal Finance results contain 51 faulty reasoning types, including Optimism Bias, Appeal to Authority, and Negativity Bias, with Framing Effect as the most egregious example at 10.3% saturation with 3,455 hits. Analysis detected 34,001 faulty-reasoning hits from 33,386 analyzed words across 14 articles, generating a BS Score of 2% and a BS Rank of ⁠23% (18,017 of 23,170 keywords). This Personal Finance is better (less manipulative) than 77.80% of the peer group.
Personal Finance
Keyword ranking list
PercentileKeywordBS Score
⁠0%Wholegrains0%
⁠0%Weed0%
⁠0%Wang Wen0%
⁠0%Vegetation Fire0%
⁠0%U S House0%
⁠23%Personal Finance (selected)2%
⁠100%Reuven Carlyle60%
⁠100%Rad Power Bikes60%
⁠100%Mike Lewis60%
⁠100%Joni Balter60%
⁠100%Bondi Beach Shooting70%
Showing top 48 attributes by prevalence for chart readability.
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Attribute Prevalence (Top 48)
Personal Finance attribute prevalence percentages (biases/fallacies), sorted highest to lowest.
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Personal Finance vs All Other Publications
Personal Finance attribute percentages, with an overlaid baseline for all publications (Overall) for those same attributes.
Showing 1-10 of 14
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Airbnb offered $750 to Americans to open up their homes during the World Cup—mostly women took it up and now they’re earning thousands⁠45%
Fortune⁠56%By Emma Burleigh⁠72%7/3/2026, 9:09:22 AM
Trump Accounts launch July 4, giving newborns $1,000. Here's what to know⁠30%
ABC News⁠20%By MORIAH BALINGIT AP education writer⁠0%7/2/2026, 12:31:19 PM
Changes are coming to many federal student loan programs on July 1⁠10%
AP News⁠48%By https:⁠49% apnews.com⁠37% author⁠40% adriana-morga⁠33% Adriana Morga⁠33%7/1/2026, 4:09:18 PM
Changes are coming to many federal student loan programs on July 1⁠7%
AP News⁠48%By https:⁠49% apnews.com⁠37% author⁠40% adriana-morga⁠33% Adriana Morga⁠33%7/1/2026, 4:09:18 PM
Minimum wages will rise in more than 20 cities, states in July⁠35%
Daily Kos⁠87%By Stateline⁠44%6/25/2026, 1:00:00 PM
Philadelphia voters approve first city-run retirement savings program for workers without 401(k) plans⁠49%
Fox Business⁠91%By Eric Revell⁠81%5/21/2026, 9:02:25 PM
Global conflict hits home ... mortgages.⁠71%
CBC Radio⁠44%By Rubina Ahmed-Haq⁠25%4/29/2026, 12:00:00 AM
Financial influencer argues 'money is more mental than it is mathematical' in new approach to personal finance⁠0%
Fox Business⁠91%By Arabella Bennett⁠99%4/3/2026, 5:42:13 PM
Labor Department's proposal is a 'huge step' for your 401(k), BlackRock's Nefouse says⁠0%
Fox Business⁠91%By Arabella Bennett⁠99%3/31/2026, 5:56:30 PM
America 250: BlackRock's Larry Fink says long-term investing can perform a kind of 'civic miracle'⁠84%
Fox Business⁠91%By Eric Revell⁠81%3/29/2026, 3:47:55 PM
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