ATTRIBUTION / AI / GROWTH

FIELD NOTES©

What I'm building, what I'm learning, and what actually works.

Measurement May 28, 2026 · 9 min

Attribution that survives iOS, consent mode and the death of the cookie

Most attribution breaks the moment a platform changes its mind about tracking. Here's how to build a model that bends instead.

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Growth May 12, 2026 · 7 min

The day we stopped counting leads

Lead quantity is the most comfortable lie in marketing. Switching the org to lead quality tripled the number that actually mattered.

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AI & Automation Apr 30, 2026 · 8 min

We score every sales call now, not 2% of them

QA by sampling is a guess. With the Claude API you can audit 100% of conversations against compliance, intent and lead quality.

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New Business Apr 9, 2026 · 6 min

Anatomy of a pitch that wins eight awards

Award-winning work and won pitches share a structure. Here's the skeleton underneath.

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Growth Mar 22, 2026 · 5 min

WhatsApp is a funnel, not a chat box

In the GCC, WhatsApp Business API quietly became the highest-intent channel most teams ignore.

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Leadership Mar 5, 2026 · 7 min

Your growth team needs an operating system, not more dashboards

Reporting tells you what happened. An operating system decides what happens next.

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