> ## Documentation Index
> Fetch the complete documentation index at: https://searchconsolemcp.saurabh.app/llms.txt
> Use this file to discover all available pages before exploring further.

# SEO Intelligence Tools

> Deterministic analysis and automated audits for strategic organic growth.

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.

## Fluent SEO Tools (v2.0)

### `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/](https://example.com/)."*

### `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'."*

### `schema_validate`

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

### `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?"*

***

## 🔄 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 →](/concepts/backward-compatibility)