Setting Up Your AI Workflow from Day One
Build the habits, folder structure, and prompt library that will make you 10x faster within two weeks. This lesson covers the practical setup that most marketers skip — and later regret.
In practice: Campaign briefs: 3 hours → 20 minutes
Your version of this lesson adapts to your role. After the 3-minute assessment, examples, scenarios, and exercises are tailored specifically to your job function and experience level.
Personalise →The Setup Most Marketers Skip
Most people open an AI tool, type something, get a result, and close the tab. They repeat this every time, reinventing the wheel. The marketers who get compounding value from AI do three things differently: they maintain a prompt library, they build a brand context document, and they establish a consistent workflow.
Your Brand Context Document
This is the single highest-leverage asset you can create. It's a text document (500-800 words) that contains:
- ■Brand voice description: Three adjectives, what you sound like, what you never sound like
- ■Target audience: Specific description of primary customer persona
- ■Key messages: Your 3-5 core value propositions
- ■Things to avoid: Competitor names, over-used phrases, claims you can't back
- ■Sample content: Two or three paragraphs that represent your ideal tone
Paste this document at the start of any important AI conversation. It eliminates generic-sounding output in one step.
Your Prompt Library
Create a simple folder in Google Drive or Notion. For every prompt that produces a great output, save it with a descriptive title. Organise by task type:
- ■
📁 Email— subject lines, nurture sequences, newsletters - ■
📁 Social— LinkedIn, Instagram, Twitter/X formats - ■
📁 Content— blog intros, CTAs, product descriptions - ■
📁 Research— competitor analysis, audience research, trend summaries
Within a month, you'll have 30-40 proven prompts you can reuse and modify.
The Three-Stage Workflow
Stage 1: Generate. Use a broad prompt to produce a first draft. Don't overthink the prompt at this stage — volume is the goal.
Stage 2: Refine. In the same conversation, give feedback: "Make this shorter," "The second paragraph is too formal," "Add a specific statistic placeholder where I'll insert a real number."
Stage 3: Polish. Do your own editing pass. AI produces the 80%. You produce the final 20% that makes it distinctly yours.
Protecting Sensitive Information
Never paste customer data, personal identifiable information (PII), or confidential financial information into consumer AI tools. Most consumer tools (free tiers) use your inputs to improve their models. Use enterprise versions (ChatGPT Enterprise, Claude for Work) or check your company's AI policy before sharing sensitive content.
Weekly Review Habit
Every Friday, spend 10 minutes: What prompts worked this week? Save the best two to your library. What output missed? What would you change about the prompt?
Key Takeaways
- ■A brand context document (500-800 words) eliminates generic AI output — create one this week
- ■A prompt library in Google Drive or Notion turns one-time wins into repeatable assets
- ■The three-stage workflow (generate, refine, polish) is more efficient than trying to perfect in one go
- ■Never paste PII or confidential data into consumer AI tools — check your company's AI policy
- ■A 10-minute Friday review habit compounds into significant capability improvement over time
Before you practise
What is one specific task in your current role where you could apply what you just learned?
Ready to put it into practice?
Apply what you just learned with a hands-on exercise.