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Stay up to date with the latest news, features, and best practices from the Magic Mango team.

Creative Velocity: The Ad Metric That Predicts Your CAC Before Your Campaign Even Launches

Creative velocity, the number of net-new ad creatives launched per unit of spend per week, is now a stronger predictor of CAC than bidding or targeting. Here's how to measure it, benchmark it, and build a pipeline that sustains it.

Creative Velocity: The Metric That Predicts Whether Your Ad Spend Will Scale or Stall

Ad creative lifespan has shrunk from 4 weeks to 10 days. Creative velocity, the number of new creatives deployed per $10K spend per week, is now the strongest predictor of CAC stability. Here are the benchmarks, the framework, and the playbook.

Meta's March 2026 Attribution Overhaul: What Every Advertiser Needs to Do Right Now

Meta just split attribution into click-through and engage-through categories, and your conversion numbers will look different overnight. Here's what changed, why remarketing is hit hardest, and exactly what to do this week.

When Meta Controls the Targeting, Creative Becomes Your Only Competitive Advantage

Meta has stripped manual targeting controls and pushed Advantage+ as the default. With every advertiser running through the same black-box algorithm, creative quality and volume are the only levers left. Here's how e-commerce brands should respond.

How to Build a Competitive Creative Intelligence System That Transforms Your Agency

The agencies winning in 2026 aren't making ads faster β€” they're decoding why ads work. Here's the step-by-step workflow to build competitive creative intelligence that turns your agency from production shop to strategic partner.

The AI Ad Trust Gap: Why Your AI-Generated Creatives Are Quietly Repelling Your Audience

82% of ad execs think young consumers feel positive about AI-generated ads. Only 45% actually do. Here's why the gap is widening β€” and a practical framework for using AI creative without alienating your audience.

I built 'Cursor for Ad Creatives' - Reverse-engineering ads using LLMs

I built 'Cursor for Ad Creatives' - Reverse-engineering ads using LLMs

My journey from building tools for structured data in banking to creating a collaborative workspace that helps marketing teams capture, analyze, and reverse-engineer ad creatives using AI.

Show HN: Magic Mango – A collaborative workspace to reverse-engineer ad creatives

Show HN: Magic Mango – A collaborative workspace to reverse-engineer ad creatives

We built a multiplayer workspace that helps creative marketing teams find inspiration, organize chaos, and reverse-engineer competitor ads using AI.