Prooflytics
Marketing Analytics Blog
Benchmarks, attribution frameworks, and platform guides for performance marketers. How to diagnose, decide, and act — without the dashboard fatigue.
- Strategy
AI Marketing Tools: Why Performance Gains Are Concentrated in Google and Meta, Not Open Web
A Taboola survey of 200 senior marketers in May 2026 found that 76% report meaningful performance gains from agentic AI tools -- but those gains are concentrated in walled-garden platforms like Google Ads and Meta. Open web programmatic channels show minimal AI-driven improvement. The reason: AI optimization models train on first-party signal-rich environments where platforms control data and feedback loops.
10 min read - Platform
Meta Ads AI Connectors: Automated Campaign Management and What to Watch Out For
Meta Ads AI Connectors give AI agents -- including Claude -- programmatic access to Ads Manager for campaign management, optimization, and reporting without manual API calls. One-click CAPI access expanded alongside the launch, reducing friction for server-side tracking. For performance teams evaluating AI-assisted campaign management, AI Connectors are the access layer; managing the risks they introduce is the operational work.
10 min read - Platform
Meta Ads CLI: Command-Line Campaign Management for Performance Teams
Meta released the Ads CLI on April 29, 2026, giving developers and AI agents direct terminal access to create, edit, and analyze campaigns without writing custom API code. For teams running high-volume or templated campaigns, this removes the manual UI overhead that previously made programmatic campaign management require a dedicated engineering resource.
9 min read
