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* The UK government, through research projects such as the College for Teaching and Learning's Close the Gap: Test and learn <ref>{{Cite web | url=https://www.gov.uk/government/publications/closing-the-gap-test-and-learn | title=Closing the gap: Test and learn}}</ref>
* [[Amazon (company)|Amazon]] frequently employs the Test and Learn methodology to determine the effectiveness of different homepage layouts, product recommendation algorithms, and pricing strategies.<ref>{{Cite web |date=2020-08-20 |title=Using A/B testing to measure the efficacy of recommendations generated by Amazon Personalize {{!}} AWS Machine Learning Blog |url=https://aws.amazon.com/blogs/machine-learning/using-a-b-testing-to-measure-the-efficacy-of-recommendations-generated-by-amazon-personalize/ |access-date=2023-07-26 |website=aws.amazon.com |language=en-US}}</ref><ref>{{Cite web |title=PFLB Platform - Exploring Test and Learn: A Scientific Examination of Predictive Business Strategies |url=https://platform.pflb.us/ |access-date=2023-07-26 |website=platform.pflb.us |language=en}}</ref>
* [[Netflix]] often employs the Test and Learn methodology for its algorithms, user interface, and even content creation.<ref>{{Cite journal |last=van Es |first=Karin |date=2022-09-26 |title=Netflix & Big Data: The Strategic Ambivalence of an Entertainment Company |url=http://journals.sagepub.com/doi/10.1177/15274764221125745 |journal=Television & New Media |language=en |pages=152747642211257 |doi=10.1177/15274764221125745 |issn=1527-4764|doi-access=free }}</ref>
 
== Test and learn in practice ==