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These are not standard API calls. These tools implement complex SEO logic to provide the agent with high-level conclusions.

Automation Tools

seo_opportunities (Low-Hanging Fruit)

Finds keywords with high impressions but low CTR in positions 5-20.
  • Problem: You have visibility but aren’t converting it into traffic.
  • Resolution: Optimize Title tags and Meta descriptions.

detect_cannibalization

Identifies queries where multiple pages from your site are ranking, causing a “split” in traffic.
  • Problem: Google doesn’t know which page is authoritative, so it ranks both lower.
  • Resolution: Merge content or distinct the keyword targeting.

seo_quick_wins

Filters for pages/queries ranking at positions 11-20 (the top of page 2).
  • Problem: You are “striking distance” away from massive traffic but aren’t pushing enough.
  • Resolution: Add internal links or update the content to push to page 1.

detect_anomalies

Uses statistical Z-scores to find daily spikes or drops that deviate from the historical norm.
  • Problem: Manual monitoring misses small but significant shifts.
  • Resolution: Proactive alerts about algorithm updates or tracking issues.

Example Agent Prompts

1. Strategic Planning

“Find the top 5 cannibalization issues for https://example.com and suggest which page should be the primary URL based on clicks.”

2. Growth Hacking

“Give me a list of ‘quick win’ keywords that are on page 2 but have at least 1,000 impressions per month.”

3. Content Audit

“Identify any ‘low-hanging fruit’ keywords where we rank in the top 10 but have a CTR below 2%.”