cyberneticlibrary

Write SEO-optimized web content

content-writerskillsetup L22,106
nowork-studio/toprank

Causal-lift measurements

seo-content-optimization+23pp vs no-skill baselinewith-skill 80% · baseline 57%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Write new or improve existing SEO-optimized web content

Best for

Content teams launching new content strategy or filling keyword gaps where SERP analysis shows a real differentiator (original data, first-hand experience, more actionable approach) is possible.

Inputs
  • · Target keyword and search intent classification
  • · SERP analysis (top 5 rankings, gaps in existing content)
  • · Brand/site value prop and related pages for internal links
  • · Competitor content and differentiators
Outputs
  • · Blog post or landing page with SEO-optimized structure
  • · Title (< 60 chars, keyword front-loaded)
  • · Meta description (120-160 chars)
  • · H2-H3 outline and content body
Requires
  • · Web search or firecrawl (SERP analysis)
  • · Site content access (related pages, brand voice)
Preconditions
  • · Target keyword must be confirmed (not ambiguous)
  • · Search intent must be classified (informational vs. commercial vs. transactional)
  • · SERP analysis run before outline approval
Failure modes
  • · Matches generic top-ranking content instead of differentiating
  • · Writes landing page for informational intent (wrong page type)
  • · Missing related internal links (loses SEO juice)
  • · No conversion angle on commercial/transactional pages
  • · Opens with filler instead of concrete artifact/example
Trust signals
  • · Intent classification rule: transactional intent requires landing page, not blog
  • · SERP analysis before writing (top 5 results, subtopics covered, gaps identified)
  • · Outline approval gate before writing (not proceeding without user sign-off)
  • · Helpful content bar explicitly referenced (should be the last click reader needs)