You need to scale from 8 to 40 articles a month with a team of freelancers and AI tools. How do you keep quality high?
What the interviewer wants to hear
- Strong briefs and templates
- Style guide and AI usage policy
- Clear editorial workflow with review stages
- Expert review and fact-checking
- Quality metrics and feedback loop
Model answer
Quality at scale comes from systems. I would create detailed brief templates covering intent, audience, outline, sources, expert input and CTA, so freelancers start in the right direction. A style guide and a clear AI usage policy would explain what AI can be used for and that all facts must be verified. The workflow would have fixed stages: brief, outline approval, draft, editor review, expert review for technical topics, and final SEO check, tracked in a tool like Notion or Asana. I would score each piece on a simple checklist and give writers regular feedback, keeping the best freelancers on the hardest topics. I would also ramp up gradually, for example 15, then 25, then 40, watching quality scores and performance at each step.
Can you answer it under time pressure?
Take a timed hard round and get scored on every answer.
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