Marginally Better
The Research: Why Perfect Doesn’t Sell * Northwestern University Medill Spiegel Research Center — How Online Reviews Influence Sales (purchase likelihood peaks at 4.0–4.7 stars; “five stars is too good to be true”) [https://spiegel.medill.northwestern.edu/how-online-reviews-influence-sales/] * PowerReviews & Northwestern’s Spiegel Research Center — Five-Star Product Ratings Are “Too Good to Be True” [https://www.powerreviews.com/powerreviews-partners-with-northwestern/] * PowerReviews — How Fake Reviews Destroy Consumer Trust (only 6% of shoppers say a perfect 5.0 is ideal) [https://www.powerreviews.com/research/how-fake-reviews-destroy-consumer-trust/] The Trust Crisis * Pangram Labs — Three Percent of Front-Page Amazon Reviews Are AI-Generated [https://www.pangram.com/blog/ai-amazon-reviews] * Bazaarvoice — Shopper Experience Index 2025 (authenticity as the top shopping frustration) [https://www.bazaarvoice.com/press/bazaarvoice-shopper-experience-index-2025-as-ai-search-grows-in-popularity-ratings-and-reviews-feed-llms/] The Law * FTC — Final Rule Banning Fake Reviews and Testimonials (August 2024) [https://www.ftc.gov/news-events/news/press-releases/2024/08/federal-trade-commission-announces-final-rule-banning-fake-reviews-testimonials] The Fashion Nova Case * FTC — Fashion Nova Will Pay $4.2 Million to Settle Allegations It Blocked Negative Reviews (January 2022) [https://www.ftc.gov/news-events/news/press-releases/2022/01/fashion-nova-will-pay-42-million-part-settlement-ftc-allegations-it-blocked-negative-reviews] * FTC — Finalizes Order with Fashion Nova Over Blocked Reviews (March 2022) [https://www.ftc.gov/news-events/news/press-releases/2022/03/ftc-finalizes-order-fashion-nova-over-allegations-it-blocked-negative-reviews] * FTC — Sends Refunds to Consumers Affected by Fashion Nova’s Deceptive Review Practices (January 2025) [https://www.ftc.gov/news-events/news/press-releases/2025/01/ftc-sends-refunds-consumers-affected-fashion-novas-deceptive-review-practices] The Amazon Origin Story * Inc. — Jeff Bezos on why Amazon allowed negative reviews: “we make money when we help customers make purchase decisions” (quoting John Rossman’s Think Like Amazon) [https://www.inc.com/jeff-haden/jeff-bezos-says-1-thing-separates-successful-people-from-everyone-else-and-will-keep-you-from-giving-up-on-your-dreams-too-soon.html] Product Mentioned * Experience Helpdesk [https://experiencehelpdesk.com/]
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