Marketing
Problem Aware

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.

ContentContent
$npx gtm-skills add marketing/problem-aware/ai-content-generation-scale

Outcome

≥300 page views and ≥3 conversions in 3 weeks

Leading Indicators

  • Page views
  • Time on page
  • Conversion rate
  • Content production velocity

Instructions

  1. 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.

  2. 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.

  3. 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).

  4. 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.

  5. Set up PostHog to track page views, time on page, scroll depth, and conversions (signup, download) for each AI-generated post.

  6. Set pass threshold: ≥300 total page views and ≥3 conversions from the 5 posts within 3 weeks.

  7. Share each post on LinkedIn and Twitter; track social referral traffic in PostHog to measure distribution effectiveness.

  8. After 3 weeks, analyze performance in PostHog: identify top-performing post by traffic and conversions; note what made it successful (topic, format, CTA placement).

  9. Compare AI editing time vs. writing from scratch; document time savings and quality trade-offs.

  10. 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

PostHogAnalytics
AnthropicAI/LLM
GhostContent

Customer Stories

We went from 2 posts per month to 20, maintaining quality. Organic traffic grew 4x.

DevTools startup founder