Liftoff(Vungle)Liftoff(Vungle)

Smarter Spending, Stronger Results: The Power of Dynamic Impression Pacing

By Machine Learning·Mar 27, 2025·5 min read

Static impression pacing uses fixed time intervals between ads, treating all users equally and potentially wasting budget on low-value impressions or missing high-value opportunities.
Dynamic Impression Pacing employs machine learning to assess each impression opportunity in real-time, considering factors like user conversion probability and previous impression recency.
It adjusts bid pricing dynamically, delaying impressions when conversion likelihood remains high and serving them when probability declines.
This approach reduces wasted impressions by 10%, increases install rates, and optimizes budget allocation, especially benefiting high-volume campaigns with short pacing intervals.

You Might Also Like

AppsFlyerAppsFlyer

Unlock the value of web-to-app

Web-to-app strategies boost conversions by 77% and increase paying users to 13.6% on average. Key challenges include measurement gaps and user friction. Solutions like AppsFlyer Smart Banners and Google Ads' Web to App Connect enable seamless transitions and better ROI.

Shani Rosenfelder·May 15, 2025·5 min readRead article →
AppsFlyerAppsFlyer

Understanding ad metrics: A guide for digital marketers

Ad metrics are essential for optimizing digital campaigns amid rising costs. Key metrics include CPM, CTR, CPC, conversion rate, CPA, and ROI/ROAS. Mobile ads require specific metrics like app installs, retention, and in-app revenue. Best practices involve clear objectives, data-driven adjustments, and adapting to privacy-focused measurement trends.

Shani Rosenfelder·Feb 20, 2025·5 min readRead article →
AppsFlyerAppsFlyer

Winning big with influencers: A comprehensive guide for app marketers

Influencers boost app growth by adding authenticity to marketing, driving installs and trust. Budget based on target audience CPMs and install goals. Choose influencers using data on demographics, views, and content alignment. Measure success with tools like AppsFlyer for precise attribution and ROI tracking.

Marion Balinoff·Apr 7, 2025·5 min readRead article →
MetaMeta

Get More From Your Conversions, Introducing New Tools to Optimize for What Your Business Values Most

Meta expands ad products for better ROAS. Value Optimization boosts ROAS by 12%. New features optimize for profit margin, custom events, and incremental conversions. Value Rules target specific demographics. Results show significant ROAS improvements.

Fred Leach·Jun 4, 2025·5 min readRead article →
AppsFlyerAppsFlyer

How Gaming, Finance, and E-Commerce Marketers Use Claude and AppsFlyer MCP

AppsFlyer MCP connects Claude to live attribution data, eliminating CSV exports. Gaming, finance, and e-commerce teams use it to automate reporting, catch budget anomalies, and answer performance questions in real time, transforming workflows in under 60 seconds.

Eden Kalderon·May 14, 2026·6 min readRead article →
Liftoff(Vungle)Liftoff(Vungle)

Unlocking Smarter Spend: How Unattributed Postbacks Power More Efficient Advertising

Unattributed postbacks (UAPs) are anonymized conversion signals that help train ML models and optimize ad campaigns when direct tracking is limited by privacy changes, leading to faster learning and better budget efficiency.

Machine Learning·Jun 26, 2025·5 min readRead article →
AdjustAdjust

Hybrid monetization: Maximizing mobile app revenue | Adjust

Hybrid monetization combines in-app purchases, advertising, and subscriptions to diversify revenue. Popular in mobile gaming, it now expands to other verticals. Best practices include audience understanding, user segmentation, and balancing user experience with revenue to maximize lifetime value.

the recognition that different·May 6, 2025·8 min readRead article →
AdjustAdjust

WWDC25: AdAttributionKit, SKAN, iOS 26, and more | Adjust

WWDC25 introduced AdAttributionKit updates: multiple re-engagement conversions, customizable attribution rules, and country codes in postbacks. These changes enhance measurement flexibility and privacy for mobile marketers.

the advertiser for clicks·Jun 9, 2025·8 min readRead article →

More from Liftoff(Vungle)