A knowledge hub by a Marketing & Product Analyst specializing in CRM segmentation, retention modeling, LTV optimization, and paid media measurement — built for analysts and curious minds across Arabic, English & Spanish.
Real frameworks. Real SQL. Real decisions.
12 frameworks every analyst needs — with the right chart, real SQL, and pro tips for each case.
Track, segment and understand your users at every stage of their journey.
| Name | Segment | Last Active | Status | LTV |
|---|---|---|---|---|
| Ahmed Al-Rashid | Power User | 2h ago | Active | $840 |
| Sara Mohammed | Regular | 1d ago | Active | $320 |
| Carlos Ruiz | New User | 3h ago | Onboarding | $49 |
| Fatima Al-Zahra | Power User | 5h ago | Active | $1,240 |
| Miguel Torres | At Risk | 8d ago | At Risk | $180 |
| Nora Khalid | Power User | 1h ago | Active | $960 |
| Omar Saud | Dormant | 42d ago | Dormant | $199 |
| Layla Hassan | Regular | 2d ago | Active | $228 |
Real metrics, real decisions. Track what matters most for your product.
I sit at the intersection of data, product, and marketing strategy. My work goes beyond reporting — I translate raw behavioral data into growth decisions, LTV improvements, and sustainable product strategies.
I've built automated data pipelines in Python, engineered CRM segmentation logic from scratch using SQL, measured paid media performance via the Adjust API, and designed analytics frameworks for QSR product launches — from soft launch to scale. I think in systems: not just "how much did we sell?" but whether it's sustainable, margin-healthy, frequency-improving, and LTV-positive.
The real edge isn't just knowing SQL or Python — it's turning data into a decision that grows revenue, improves LTV, and scales sustainably.
Real benchmarks across 14 industries. Know what good looks like — retention rates, churn, LTV, CAC, and more.