Notes – ridwan.digital

Notes

Short writing on measurement, paid media, and automation.

Where they genuinely help, and where they quietly break things.

Nine checks that decide whether scaling is even safe.

What still gets measured when a visitor says no.

n8n, a warehouse, and one weekly digest the client actually reads.

Better match quality changes what the algorithm can optimize toward.

Browser-only tracking drops events long before the platform sees them.