Masela Adawiyah 99, an Indonesian digestive health supplement brand, aimed to boost customer leads during the Ramadan holiday period. Moving beyond their usual purchase-optimized video ads, they ran an A/B test comparing that approach with an Advantage+ shopping campaign optimized for the add-to-cart event. The Advantage+ campaign used AI to automate placements, targeting adults 25+ across Indonesia.
Creative showed product benefits with a 'Get offer' button linking to WhatsApp for lead capture. Results showed a 17% increase in leads and 15% lower cost per lead versus the traditional approach. CEO Pristiangga Dwi Saputra highlighted that Advantage+ delivered overachieved goals with efficient quality leads.
Key actionable takeaways for ad ops: (1) Test optimizing for different conversion events like add-to-cart to capture early-stage interest; (2) Use A/B testing to make data-driven decisions rather than relying on assumptions; (3) Leverage AI-powered tools such as Advantage+ to streamline campaign management and improve efficiency. The case demonstrates how small businesses can effectively compete during peak seasons by embracing experimentation and automation.
App measurement is fundamentally different from web analytics due to data fragmentation across ad networks, devices, and apps. A Mobile Measurement Partner (MMP) like AppsFlyer bridges these gaps, enabling unified attribution, fraud protection, and LTV measurement. For eCommerce, granular event tracking, deep linking, and privacy-safe data collaboration are critical. Leaders should focus on metrics like IR, CPI, LTV, and ROAS, and adopt AI-driven optimization to overcome challenges like ad fraud and privacy changes. The future is Connected Commerce—integrating apps, web, retail media, and AI.
Ramadan drives high mobile engagement in the Gulf, but success hinges on pre-Ramadan acquisition for higher LTV and remarketing during the month. eCommerce peaks early; finance responds to mature market triggers; travel converts at Eid. Post-Ramadan, focus on retention over acquisition to stabilize. AI tools are operational but measurement lags. Key takeaway: plan early, leverage remarketing, and phase strategies by period.
Banks lack unified attribution for owned channels (email, SMS, push), web, QR codes, and re-engagement, causing budget misallocation. Omnichannel attribution connects all touchpoints to deposits and loans, revealing that owned channels can be 2-3X more cost-efficient than paid ads. Cross-device journeys (e.g., mobile ad to desktop conversion) remain invisible in single-device attribution. Banking-grade compliance (SOC 2, ISO 27001) is maintained. Ad ops decision-makers can optimize budget allocation by comparing true cost per deposit/loan across channels.
TikTok's full-funnel automation, integrating creative, media, and measurement, addresses fragmentation in AI tools. Brands using Smart+ and GMV Max see improved ROAS and CPA. Case studies show Naturium achieved 3.5x ROAS, PHLUR 191% higher ROAS, and Leatherman 97% revenue increase. Symphony and Content Suite enable scalable, authentic content. The key is pairing automation with strategic storytelling.
AppsFlyer MCP connects Claude directly to live attribution data, replacing manual reporting and CSV exports. Gaming teams catch budget anomalies overnight, finance teams compress multi-hour analysis into minutes, and e-commerce teams close the gap between measurement and spend decisions. Setup takes under 60 seconds, enabling real-time queries on channels, cohorts, and ROAS. The key insight is that AI-powered analysis requires live data connections, not stale exports.
Cyber 5 2025 saw $44.2B in online sales (+7.7% YoY), with Black Friday outpacing Cyber Monday for the first time. Mobile dominated (57.5% of Cyber Monday sales), and AI shopping assistants surged 670% YoY, converting 38% better than traditional sources. The efficiency paradox emerged: higher CPMs but lower CPAs due to spike in conversion rates (Black Friday CPA down 14% vs. early Oct). Omnichannel campaigns delivered 35% lower CPA. Q5 (post-Cyber Monday) offers the most efficient period with low CPMs and high purchase intent. Key tactics: creative diversity, automation, creator partnerships, and remarketing.
Meta's V25 update introduces Page Viewer Metric to replace reach, affecting page and story insights. Webhooks mTLS certificates switch to Meta's CA by March 31, 2026, requiring trust store updates. Enhanced error messaging for Ads Insights Async API starts Feb 18, 2026. Metadata query parameter deprecated. Reach/impression and 3-second viewer metrics deprecated by June 2026, migrating to Media Views/Viewers. ASC/AAC campaign creation/update ends Feb 18, 2026, with full pause by Sep 2026. API versions v19 and v20 deprecated in May and Sep 2026 respectively.
TikTok Ad Awards 2025 CE winners showcase campaigns that blend creativity with performance. Key wins include Pracuj.pl (brand refresh via TopView), Konesso (57.77 ROAS with Smart+), Knorr (5M+ views via creator-led content), BCR (413% CTR uplift for financial wellness), and Plush (354M views, +6.1% consideration). Decision-makers should prioritize TikTok-native storytelling, leverage Spark Ads and Smart+, and align with cultural moments for high ROAS.
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