GitHub Copilot Prompt to Create a Content Strategy
GitHub Copilot, initially designed as a development assistant, proves to be a formidable ally for creating content strategies. Thanks to its ability to understand complex instructions and generate structured text directly in your code editor, it allows marketers and content creators to design comprehensive editorial plans without leaving their work environment. Whether you manage a technical blog, product documentation, or a B2B content marketing strategy, Copilot can analyze your positioning, identify promising topics, and propose a coherent editorial calendar. The main advantage is its ability to cross-reference technical data (keywords, SEO structure, content formats) with a global strategic vision. By formulating a precise prompt that defines your audience, business objectives, and constraints, you get an actionable content strategy in minutes. This guide presents the optimal prompt for leveraging GitHub Copilot in this process, with variants adapted to your expertise level and the complexity of your editorial project.
Paste in your AI
Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
Act as a senior content strategist with 10 years of experience in B2B content marketing and SEO. I need to create a comprehensive content strategy for [DESCRIBE_YOUR_COMPANY_PROJECT]. My target audience is [DESCRIBE_YOUR_PRIMARY_PERSONA: JOB_TITLE, INDUSTRY, PAIN_POINTS]. My objectives are: 1) [PRIMARY_OBJECTIVE, e.g., generate qualified leads], 2) [SECONDARY_OBJECTIVE, e.g., build brand authority]. My monthly production budget is [X] articles. My main competitors are [LIST_2-3_COMPETITORS]. Generate a structured content strategy including: (A) An analysis of priority content pillars with justification, (B) A 3-month editorial calendar with article titles, formats (blog, guide, case study, infographic), and target keywords, (C) A content/funnel mapping matrix aligning each content to a stage of the buyer's journey (awareness, consideration, decision), (D) Measurable KPIs for each pillar, (E) A channel distribution strategy. Present everything in a structured format with Markdown tables.
Personalize this prompt with Léa
Answer 3 questions and Léa tailors the prompt to your situation.
Why this prompt works
This prompt uses the RISEN framework (Role, Instructions, Specifics, Examples, Nuances) by assigning a precise expert role and providing detailed business context that constrains the generation. The structure in numbered points and subsections (A to E) forces Copilot to produce an exhaustive and organized response rather than a generic text. The inclusion of customizable variables in brackets ensures that the result is tailored to each unique situation while maintaining a rigorous strategic framework.
Use Cases
Variants
Expected Output
You will obtain a comprehensive strategic document including 3 to 5 justified content pillars, a detailed 12-week editorial calendar with titles, formats, and keywords, as well as a funnel mapping matrix. The deliverable will also include recommendations for quantitative KPIs per pillar and a multi-channel distribution plan ready to be executed by your editorial team.
Frequently Asked Questions
Can GitHub Copilot really create a content strategy as good as a specialized consultant?
GitHub Copilot produces an excellent structured strategic foundation, but it doesn't replace human expertise in three key areas: intimate market knowledge, real-time competitive analysis, and editorial intuition. Use it as an accelerator that generates 80% of the structuring work, then refine it with your field knowledge. The time savings are huge: what would take a consultant 2 to 3 days happens in 15 minutes, giving you more time for the critical adaptation and validation phase.
How should I adapt the prompt if I work in a highly technical or niche sector?
For technical sectors, enrich the prompt with specific industry terminology and examples of content that performs well in your niche. Add a 'Sector Context' section describing the regulations, jargon, and authoritative sources in your field. For example, for cybersecurity, specify frameworks (NIST, ISO 27001) and expected content types (threat reports, compliance guides). The more sector context you provide, the more relevant and differentiated the strategy will be.
What's the best way to use the editorial calendar generated by Copilot?
Treat the generated calendar as a strategic draft, not a final deliverable. Start by validating the content pillars with your team, then check the suggested keywords using a dedicated SEO tool like Semrush or Ahrefs to confirm search volumes and difficulty. Next, adjust the publishing frequency to your actual production capacity. Finally, export the calendar into your project management tool (Notion, Asana, Trello) and iterate monthly by running the prompt again with the previous month's performance data to refine the strategy.
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