Tinuiti. Common Thread Collective. Motion's creative benchmarks. Madgicx. Disrupter School. The benchmarks each publishes in fragments - reconciled into one operator manual.
The Andromeda retrieval shift. Why feeding the model is the new craft. The 65% ROAS gap between high- and low-volume shippers.
Briefer → Generator → your AI agent (Claude Code / Codex) → Killer. How to wire it with Meta Ads MCP + Kling + Veo - at marginal cost.
The 7-parameter server-side stack, with the actual payload. The one field that moves match quality most. Stape vs custom CAPI. The lead-gen bridge.
Consolidation decision tree. ASC default + parallel manual CBO graduation. The 4 legitimate override scenarios.
450M+ MAU. CPMs 30–40% lower than IG. Conversational copy pattern. Why polished IG creative underperforms.
10 toggles that quietly re-enable after you turn them off. Why manual quarterly audits miss it. The verification automation that catches it.
Brand voice. Claims compliance. IP risk. EU AI Act overlay. The 4 kill-switches.
“The 5-agent decision map in Chapter 3 ended a 6-week internal debate about what to automate vs what to keep human. I screenshotted it to the team and we moved on.”
“Read it on a Friday. Wrote the CLAUDE.md from the template on Saturday. Caught Claude hallucinating 38 negative keywords on Monday - exactly the failure mode Chapter 7 warned about.”
“The Threads arbitrage chapter alone justified the 30 minutes. Moved 12% of Meta spend over, CPMs landed 34% lower than IG. The window's real.”
“I've bought $500 courses with less source-citation than this playbook. The Tinuiti + CTC + Motion benchmarks in one document - that's the artifact I've been hunting.”
“Sent this to my entire team. The 4-agent CRM architecture is now the reference doc for how we structure every Klaviyo build going forward.”
“Chapter 4 on the AI Max migration is the chapter I'd pay for. We started the 30-day hardening sequence in March. April CPA drift was 7%. The unhardened account next to ours: 29%.”