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      "text": "We are seeing significant adoption of our new 7/0 Pixel Purchase optimization model, which contributed to a more than 40% quarter-over-quarter increase in 7/0 Pixel Purchase conversions.\nThe combination of improvements to our machine learning (ML) infrastructure and systems for ad ranking and optimization have led to more relevant ads and a more than 30% increase in purchase related conversions quarter-over-quarter.\nWe introduced our Event Quality Score system to advertisers to measure the quality and integrity of their data, which we expect will lead to improvement in attribution and advertiser performance.\nWe made fundamental improvements to our privacy-preserving identity graph and modeled conversions, which will strengthen the connection between identity, attribution, and optimization.\nSnapchat+, our subscription service that offers exclusive, experimental, and pre-release features, reached over 4 million paying subscribers in Q2, one year after launch.\nWe introduced new Snapchat+ features like app icons, custom themes, and Bitmoji pets & cars on the Snap Map.\nWe launched ads in Spotlight for all advertisers globally, allowing brands to reach the Snapchat audience on our newest surface.\nWe are testing My AI monetization with sponsored links that connect our community with partners relevant to their conversation in that moment, while helping brands reach Snapchatters who have indicated potential interest in their offerings.\nWe launched First Story, which enables advertisers to reserve the first video ad between Friend Stories, making First Story the latest offering in our takeover lineup, following First Commercial and First Lens.\nWe made it easier for brands and creators to work together with the US launch of the Snap Star Collab Studio for brands to source, partner, and drive results with Snap Stars.",
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