AI Content Generation
Use AI to create high-quality blog posts, guides, and educational content at scale, from manual prompt refinement through structured content pipelines to agent-driven continuous content strategy optimization.
npx gtm-skills add marketing/problem-aware/ai-content-generation-scaleOutcome
≥300 page views and ≥3 conversions in 3 weeks
Leading Indicators
- Page views
- Time on page
- Conversion rate
- Content production velocity
Instructions
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Define 5 content topics aligned with your ICP's problems; research top-performing articles on each topic using Ahrefs or BuzzSumo to understand what resonates.
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Create a prompt template for Claude or GPT-4 that includes: target audience, topic, key points to cover, desired tone, word count (800-1,200 words); test the prompt with 3 variations to find the best structure.
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Generate 5 blog posts using your refined prompt; for each post, review and edit for accuracy, brand voice, and SEO optimization (include target keyword in title, H1, and body).
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Publish the 5 posts on your blog or Ghost; add relevant images, internal links, and clear CTAs; ensure each post is optimized for Core Web Vitals.
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Set up PostHog to track page views, time on page, scroll depth, and conversions (signup, download) for each AI-generated post.
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Set pass threshold: ≥300 total page views and ≥3 conversions from the 5 posts within 3 weeks.
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Share each post on LinkedIn and Twitter; track social referral traffic in PostHog to measure distribution effectiveness.
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After 3 weeks, analyze performance in PostHog: identify top-performing post by traffic and conversions; note what made it successful (topic, format, CTA placement).
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Compare AI editing time vs. writing from scratch; document time savings and quality trade-offs.
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If you hit the threshold, document the prompt template and editing process and proceed to Baseline; if not, refine prompts or topic selection and retest.
Recommendations
Time
6 hours over 3 weeks
Play-specific cost
Free
Tools
Drills at this level
Customer Stories
We went from 2 posts per month to 20, maintaining quality. Organic traffic grew 4x.