Quick reads on tagging, measurement, and growth ops from the Y77 team.
AI creative fatigue detection helps identify when app ads hit their performance ceiling, potentially reducing CPM by 23% and improving ROAS by 18%.
Aravind Sundar
In 2026, the cost of running mobile user acquisition in-house can exceed $658K annually, while hiring a specialist agency often costs $204K to $480K, highlighting the efficiency of outsourcing.
Aravind Sundar
Reduce blended CAC by 30% without cutting app install volume by optimizing creative freshness and reallocating to lower-CAC channels.
Aravind Sundar
Automated budget reallocation improves cross-platform ad management by shifting spend toward the highest marginal return across Meta, Google, and TikTok, using guardrails and a daily reallocation cadence instead of hourly guesswork.
Aravind Sundar
The Agentic UA Stack leverages AI agents to replace manual bid management for app advertisers, improving efficiency by automating thousands of bid adjustments daily.
Aravind Sundar
Automating mobile UA campaign launches across multiple ad networks can reduce launch time from days to hours, enabling efficient scaling without increasing team size.
Aravind Sundar
Implementing a negative keyword strategy in Google Ads can reduce wasted ad spend by up to 52%, helping to stop wasting ad budget effectively.
Aravind Sundar
The right Google Ads bidding strategy for 2026 depends on campaign type and data maturity: Manual CPC still protects low-volume accounts, while Target CPA/ROAS take over once conversion tracking is clean.
Aravind Sundar
A Google Ads audit can uncover hidden budget waste, with studies showing an average monthly waste of $1,127 per account. Learn how to audit your Google Ads account efficiently to optimize performance.
Aravind Sundar
A strong brand search strategy enhances your paid media by creating a feedback loop that boosts demand; one high-converting keyword is worth 50 low-intent terms.
Aravind Sundar
The GEO playbook for 2026 enhances brand visibility in ChatGPT and AI search, with 87.4% of AI referral traffic driven by ChatGPT alone.
Aravind Sundar
Google Demand Gen campaigns are outperforming Display ads, reaching up to 2.9 billion users and achieving better engagement and conversion rates.
Aravind Sundar
The Google Ads conversion tracking checklist 2026 helps ensure accurate data, preventing up to 60% of leads from being misclassified as valuable.
Aravind Sundar
Customer lifetime value bidding closes the gap between reported ROAS and real profit -- Cassandra's 2026 MMM analysis of 253 models found platform ROAS runs 2-5x above true incremental ROI.
Aravind Sundar
In 2026, brands must adopt a social media revenue strategy, as social commerce is projected to reach $2.6 trillion, turning followers into customers effectively.
Aravind Sundar
Smart bidding in 2026 thrives on clean conversion data, with accounts seeing up to 31.4% less wasted ad spend compared to manual bidding.
Aravind Sundar
This blog post highlights the common pitfalls in Google Analytics 4 (GA4) that can lead to misleading revenue data, emphasizing the importance of proper setup, contextual benchmarking, and the use of supplementary tools for accurate reporting. It urges marketing managers and data analysts to look beyond surface-level metrics to ensure their analytics truly reflect business performance.
Aravind Sundar
ROAS credits attribution touchpoints, not causation, and attributed vs. incremental revenue can differ by 30-70% for remarketing and branded campaigns; here's how mid-market brands build revenue-backed budget decisions instead.
Aravind Sundar
