This internal cheat sheet from Anthropic shows how their own teams use Claude daily—for debugging, writing docs, prototyping, even legal work. It’s like a behind-the-scenes manual for working smarter with AI.
The Marketing Lesson
Every team found specific, repeatable workflows that Claude could supercharge. That’s the secret: define your process, then teach AI to fit it. Don’t just prompt randomly—systemize it.
Why It Works
- Clear documentation compounds output
- Consistent “loops” build reliable results
- Small, specific prompts beat vague requests
- Frequent iteration > one-shot perfection
Real-World Examples
- HubSpot’s marketing team uses AI to write first drafts, then edits down to tighten messaging
- Canva’s content team preloads tone-of-voice guides for brand consistency
- Jasper AI customers build reusable templates for email campaigns
- Zapier automates creative testing with GPT hooked into Google Ads
AI works best when you build processes, not just prompts.