AI Growth Tracker

• Finance basics help rank experiments like onboarding tweaks or price changes
• A 7-day prioritized test delivered 15% gross lift
• Amplitude-based...

Assign distinct values to qualified conversions like confirmed ICP matches, demo bookings, and trial-to-paid as separate Google Ads actions to optimize smart bidding performance.

A predictive model identified at-risk new users with 97% accuracy and 88% F1-score, enabling early retention interventions before churn occurs.

Plaud achieved $100M ARR with 2M AI notetaker devices sold via its hardware-to-subscription conversion model, directly challenging the assumption that AI monetization must begin in software.

Ad Creative Testing Playbooks

• AI Video Ad Cloning: Rapid A/B testing of cloned high-performing video ads to discover new high-converting...

AI cloning of high-performing video ads lets teams rapidly generate multiple variations for A/B testing, revealing new high-converting creative formulas faster.

Early tests show increasing trial access can lift 14-day free-to-paid conversion from 6.8% to 8.1%. Growth teams must balance these short-term gains against possible negative impacts on long-term retention.

A/B tests on a new onboarding page delivered drastic improvements to user flows, directly boosting activation and strengthening autonomous product loops for better retention in AI products.

A live closing panel at Business of Apps London 2026 revealed real AI ad creatives driving results today. The 43-minute App Masters session features expert discussion on top-performing formats and strategies.

• Idea filter: simple, specific, sellable + passion-driven; WrestleAI hit $17K month one vs. $35 for weaker idea.
• Gotcha feature + onboarding: one...

A step-by-step teardown shows exactly how post-funding SaaS companies can build AI-driven GTM infrastructure from scratch to create a scalable, autonomous revenue engine.

App Store Conversion Benchmarks

• 🔥 Category Median Rates: A good App Store conversion rate is your category's median in App Store Connect peer...

AI product teams should measure App Store conversion against their category's median rather than the generic 25% average, as medians range from 4% to 32% across categories. This reveals true optimization gaps in acquisition funnels.

The aha moment—the instant a user first realizes your product's core value—is the single most important point in any onboarding flow.

Willingness to pay spans a spectrum, not a binary yes/no—capture whales and plankton with layered models.

• Nail one model first (usually...

App reaches $5K/month revenue using only AI-generated social posts, no real filming involved.

• Warm accounts first, then remix proven hooks and...

Performance Ad Measurement

• 🔥 Your ROAS Is Lying to You: Advocates replacing standard ROAS with geo holdout iROAS testing to validate paid...

• Reported ROAS tracks platform attribution credit, not revenue caused by ads
• Baseline buyers (brand searchers, loyal customers) who convert anyway...

When does self-serve beat direct sales for AI products?

Anthropic benchmark: 54% of new enterprise logos arrived via self-serve, showing scalable...

• SEO ranks pages, GEO wins citations: Traditional SEO puts you in blue links while GEO gets your brand named inside AI answers on ChatGPT and...