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      "text": "Snapchat+, our subscription service for exclusive, experimental, and pre-release features, reached over 1.5 million paying subscribers in Q3 and is now offered in over 170 countries.\nWe joined Walmart Connect as an Innovation Partner, enabling advertisers to reach our large and engaged audience through our video and augmented reality ad formats.\nClothing retailer American Eagle, leveraged catalog-powered Shopping Lenses that allowed Snapchatters to engage with and even purchase individual items in augmented reality, driving more than 11 million impressions with an average playtime of nearly 30 seconds.\nFurniture retailer Skeidar developed a Lens where Snapchatters could explore different types of outdoor garden furniture in AR, resulting in an increase of +21 points in brand favorability and +14 points in action intent, which in turn drove a 14x increase in return on ad spend.\nWe continued investing in Dynamic Ads for Commerce and Travel, focusing on catalog onboarding experience improvements, machine learning improvements in ranking and delivery, and ad format updates that improve outcomes for advertisers.\nWe continued investments in ranking and optimization to deliver measurable business outcomes to advertisers. We rolled out more than 15 new machine learning models, which improved performance, pricing, and conversion rate of App and Web-related bidding goals.\nWe improved Snap Pixel performance and Conversions API (CAPI) coverage and the quality of server-to-server integrations by collaborating closely with customers and starting a program focused on our enterprise clients.\nWe launched the capability to execute 2-layered Lift tests, which enables advertisers to measure aggregate ROI while simultaneously running A/B testing. We also improved in-app survey sample collection, which enables brand advertisers to more confidently measure the returns of their brand campaigns.\nWe invested in our cross-border solutions which enable global advertisers to improve the personalization of ads for Snapchatters through multi-language ad sets and new first party location targeting options.",
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