AI-assisted media buying: what actually delivers ROI in 2026
Every Meta agency claims an "AI co-pilot" these days. We unpack which AI workflows are genuinely lifting performance (creative-variant generation, lead-quality scoring, micro-budget reallocation) versus which are dressed-up dashboards. With benchmarks from real EGP-denominated accounts.
The new Meta lookalike playbook for thin-data accounts
When your source audience hovers around 1,000 hashed customers and Meta keeps rejecting lookalikes with #2654, what actually works? A field guide to per-country builds, ratio stacking, the "ladder" approach to scaling reach, and what to do when you literally can't get to 100 matched users per market.
Real-estate lead quality: from MQL fluff to compound-walking buyers
Why optimising Meta on raw lead count quietly destroys CPL economics in real estate — and the 4 lead-quality signals (call-back rate, site-visit booking, payment-plan inquiry depth, repeat name appearance) you should be feeding back into the campaign optimiser instead.
Creative testing that doesn't waste your week (or your client's money)
The 3-creative / 3-hypothesis matrix that gives you a statistically defensible read on what's working — and why the "test 12 variants at once" advice you read on LinkedIn doesn't survive a real budget. Includes the specific Meta delivery quirks that ruin amateur creative tests.
Closing the loop: CRM feedback that actually moves CPL
Most accounts get Zoho or Sheets data into Meta as a custom audience and call it a day. The actual win is feeding back lead disposition — which leads turned into appointments, which got dispositioned as junk — so Meta's auction system optimises for quality, not volume. Here's the wiring.