The AI Cookbook · v3 · free forever
Recipes for AI-native marketing teams.
Each recipe is a working agent I've shipped for a real client. Prompts, stack, gotchas, and the metric it should move, in the order you'd run it on a Tuesday.
- 24
- Working recipes
- 9
- Categories
- ~12 min
- Average read
- $0
- Forever, no gate
Recipe index
Pick a craving.
01
Demand Gen
3 recipesThe demand-gen agent
Pulls fresh intent signals, enriches, and writes outreach the SDR actually sends.
Intermediate · 12 minRead →
Warm-lead scoring loop
A recurring GPT job that re-ranks your pipeline based on behavior + fit.
Beginner · 8 minRead →
RevOps attribution cleanup
Agent that fixes 90% of your multi-touch attribution garbage.
Advanced · 18 minRead →
02
Content Ops
3 recipesThe brief-to-draft agent
Turns a 3-line brief into a 1,500-word draft your editor will actually use.
Beginner · 9 minRead →
Programmatic SEO at scale
Ships 1,000+ pages without sounding like slop. The template + the guardrails.
Advanced · 18 minRead →
Repurpose-across-channels
One long podcast → 12 short posts + 3 threads + 1 newsletter. Automated.
Intermediate · 10 minRead →
03
Lifecycle & CRM
2 recipes04
Paid & Performance
2 recipesHow to cook
Every recipe has the same shape.
Steal any of them. Remix them. Send me what broke.
- The craving
- A one-liner on what this agent is actually for. If the craving doesn't match yours, stop.
- Ingredients
- Tools, APIs, data sources, and rough cost. Things you need in the kitchen.
- The prompt
- The working system prompt. Yes, verbatim. Yes, you can copy it.
- The wiring
- How to string it together, webhooks, cron, warehouse queries, the whole bit.
- Gotchas
- The 3 things that will break on day 2, and how to catch them early.
- The metric
- What should move, by how much, on what timeline. If it doesn't, the recipe failed.