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SEO Intelligence Tools implement server-side SEO math (cannibalization scoring, striking distance filtering, brand regex matching, and opportunity scoring) before passing curated signals into your AI agent’s context window.

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Fluent SEO Tools (v2.0)

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seo_audit

Unified entry point for automated SEO audits across Google and Bing.
  • Audit Types (type):
    • "quick_wins": Queries ranking in positions 8–15 with high impressions.
    • "striking_distance": Page 2 keywords close to pushing onto Page 1.
    • "cannibalization": Queries split across multiple competing landing pages.
    • "low_hanging_fruit": High visibility keywords with low CTR (< 2%).
    • "lost_queries": High-value queries that experienced >80% traffic loss.
    • "recommendations": Automated AI SEO improvement recommendations.
    • "brand_vs_nonbrand": Brand vs non-brand search visibility breakdown.
  • Parameters: siteUrl, type, brandKeywords (array of brand strings).
  • Best for: “Run a quick wins and cannibalization audit for https://example.com/.”

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seo_keywords_research

Keyword statistics and related keyword research via Bing & GSC data.
  • Types (type): "stats", "related", "traffic".
  • Parameters: keywords (array of strings), type.
  • Best for: “Get search volume and related keywords for ‘seo tools’.”

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schema_validate

Validates JSON-LD structured data and schema markup on target web pages.

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genai_query_insights

Detects likely generative-AI / AI-Mode / conversational “fanout” queries across Google and Bing performance data.
  • Context: This is custom heuristic logic computed locally — no official API is provided by Google or Bing for generative-AI citation data (as of Aug 2026). Google’s dedicated Gen AI report is UI-only (its Search Analytics API rejects AI searchAppearance values), and Bing’s AI Performance report is not yet exposed via its Webmaster API. This tool works around that gap by matching heuristic patterns — prompt verbs (write, generate, summarize, act as), follow-ups (continue, show me more), acknowledgements, question-led and long conversational phrasing — on the regular query-level data both engines already return.
  • Parameters: siteUrl, days (default 28), engine (google|bing|all), includePages (enrich matched queries with cited/mapped pages), minImpressions.
  • Caveat (always returned in output): matches are heuristic and an undercount — search engines anonymize rare/conversational queries, and this is not an official report.
  • Best for: “Which queries look like they’re coming from AI Mode or Copilot?”

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🔄 Backward Compatibility Note

All legacy SEO tools (seo_quick_wins, seo_striking_distance, seo_cannibalization, seo_low_hanging_fruit, seo_lost_queries, seo_recommendations, seo_brand_vs_nonbrand, bing_opportunity_finder) are 100% backward compatible via our fallback router. Read complete Backward Compatibility Guide →