06/16/2026
Is content creation becoming more systematic?
In his latest piece for Ahrefs, Ryan Law explains how he uses Claude Code to support parts of the content workflow. The point is not to replace editorial thinking. It is to create a more repeatable process for research, structure, and quality control.
The workflow includes:
๐น Skill files: Modular instructions for specific content tasks, such as research, outlining, and topic analysis.
๐น Connected data: Ahrefs MCP gives Claude access to SEO data, reducing the risk of relying on unsupported assumptions.
๐น Transparent workflows: The process shows intermediate steps, making it easier for humans to review and improve the output.
๐น Human direction: Strategy, positioning, and brand voice still need to be set by people before automation can be useful.
The takeaway: AI can reduce the repetitive parts of content production. Strategy, judgment, and personality still need a human in the loop.
Read the full breakdown: https://ahrefs.com/blog/how-i-do-content-engineering-with-claude-code/