The Intelligent Keyword Suggestion Tool, built by Sensor Tower, simplifies keyword research for app developers by generating relevant keyword suggestions. It uses seed keywords from an app's current keywords and title, combined with an n-gram database from Common Crawl and Project Gutenberg, to produce related keywords. Advanced settings allow tweaking weights and filter strength for more precise results, including phrase-based suggestions for long-tail searches.
The tool works best with 15-20 specific seed keywords, reducing irrelevant suggestions. It has been tested internally and can significantly streamline keyword optimization for most apps.
Remove bad keywords to free up space. Research new ones using Keyword Spy and Intelligent Suggestions. Optimize your keyword list using the Optimize Keywords tool. Finally, submit an app update to improve search rankings.
Sensor Tower launches a Keyword Research Tool for app developers. It shows top 25 results, keyword traffic, difficulty scores, competitor details, and app metrics to help assess keyword competition and viability.
Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.
Sensor Tower's new Web Insights reports—Web Overlap, Path Journey, Conversion Rate, and Search Keywords—give ad ops decision-makers sharper competitive and audience intelligence. These tools reveal audience overlaps, three-click navigation paths, real-time conversion proxies, and organic search drivers. Gap.com examples show 15% overlap with JCrew, 3.49% listing-to-cart flow, conversion rate as purchase proxy, and 'banana republic' delivering 400k visits. These insights enable precise targeting, better campaign optimization, and actionable competitive benchmarking for revenue growth. By understanding overlapping audiences, navigating user paths, monitoring conversion proxies, and leveraging high-impact keywords, ad ops teams can fine-tune strategies to maximize ROI and stay ahead of competitors.
CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-serve, measurable channels. Marketers can reuse existing UA creative instead of producing TV ads. QR codes drive direct response, but halo effects often matter more. Start with small, additive test budgets and measure assists/incrementality to understand true impact. CTV offers a way to find incremental users and diversify beyond paid social.
A leading eCommerce loyalty platform integrated AppsFlyer's deep linking and audience segmentation with Braze's engagement platform to unify personalization, measurement, and lifecycle orchestration. This solved fragmented data and manual campaign production, driving a 66% faster time to first purchase, 500% uplift in push revenue, and 50–80% revenue lifts in email/content cards. The key insight for ad ops: accurate deep linking and behavioral data are foundational—when they work as one system, personalization scales and ROI improves.
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concerns. Casual gaming saw a 55% surge in sessions, while e-commerce install day engagement improved across all regions, with North America reaching 1.34 and LATAM 1.4. Finance apps saw installs up 5% but sessions up 29%, underscoring the importance of retention. Ad ops teams should prioritize casual gaming, optimize install day experiences, and prepare for a strong H2 holiday peak, leveraging accurate measurement to allocate budgets effectively.
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