Content Strategy

Content Strategy is an AI-powered system that generates detailed article plans for each keyword in your campaign.

Overview

Content strategies bridge the gap between keyword research and content generation. For each keyword, the system produces:

• Multiple title options
• Content angle and approach
• Full article outline (H2/H3 structure)
• Meta description
• FAQ suggestions
• Internal linking plan
• Priority score

Generation Pipeline

7-Step Pipeline

1. Classify Archetype — Determines the best content type (how-to, listicle, comparison, etc.)
2. Keyword Map — Classifies related keywords into secondary (H2) and long-tail (body text)
3. LLM Brief — Generates titles, angles, outlines, meta descriptions, and FAQs
4. Internal Linking — Identifies linking opportunities to existing content
5. Priority Scoring — Scores based on relevance, volume, difficulty, and business value
6. Metadata — Attaches content type, word count targets, and optimization hints
7. Persist — Saves to the database with pending status

Strategy Status Flow

User Interface

The Content Strategy panel in SEO Intelligence provides:

Generate

• Generate All — Generate strategies for all keywords in the plan
• Regenerate — Re-generate with context from the previous attempt
• Concurrent processing with semaphore (max 5 parallel)

Review

• Expand/collapse each keyword's strategy
• Browse multiple title options
• Edit titles, outlines, and meta inline
• Approve All — Bulk approve reviewed strategies

Quality Validation

Post-LLM validation ensures SEO quality:

• Title length and keyword inclusion
• Meta description length
• Minimum outline depth
• FAQ relevance check
• Retry on validation failure

Auto-Cluster

Smart pillar selection for topic clusters scores keywords by:

Factor	Weight	Range
Relevance	High	0-40
Volume	Medium	0-30
Difficulty (inverse)	Medium	0-30

Limits

• Maximum 15 keywords per keyword plan (enforced in frontend and backend)
• Strategies lock the keyword plan — once strategies exist, keyword list cannot be modified

Content Strategy Fast-Path

When a Production Agent runs with approved strategies:

• Pipeline skips Phases 0-4 (no need for keyword picking, SERP analysis, or brief building)
• Strategies are converted directly to content briefs
• Execution starts at Phase 5 (Source Researcher)

This significantly speeds up the production pipeline.

Related

• Campaign Planners — Organize strategies into campaigns
• Content Intelligence — Archetypes used in classification
• Production Agents — Pipeline execution