Audits content for Answer Engine Optimization (AEO): Evaluates concise 40-60 word direct answer definition blocks, question-based H2/H3 subheadings (What/How/Why), FAQ schema alignment, and citation readiness for Google AI Overviews and Perplexity.

USAGE GUIDELINES:

• Use when optimizing content to win conversational AI search citations, direct answers, and Perplexity summaries.

• Do NOT use for brand knowledge-graph entity reconciliation; use 'seo_audit_geo' instead.

• Do NOT use for standard on-page metadata; use 'seo_audit_onpage' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only diagnostic evaluation. No file modifications.

Evaluates content depth, search intent classification (Informational, Commercial, Transactional, Navigational), word count thresholds, thin content risks, reading ease, and Google E-E-A-T trust signals.

USAGE GUIDELINES:

• Use to analyze article or landing page editorial quality, substance, and intent alignment.

• Do NOT use for code-level schema validation; use 'seo_audit_schema' instead.

• Do NOT use to generate marketing campaigns; use 'seo_generate_marketing_strategy' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only content analysis. No file modifications.

Audits Conversion Rate Optimization (CRO) and user conversion signals: High-contrast primary/secondary CTAs, contact channel accessibility (forms, phone, WhatsApp), social proof badges, mobile floating action buttons, and risk reversal guarantees.

USAGE GUIDELINES:

• Use to evaluate landing pages, pricing pages, and checkout/contact funnels for conversion friction.

• Do NOT use for organic ranking signals (canonical, meta); use 'seo_audit_onpage' or 'seo_audit_technical' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only CRO analysis. No file modifications.

Audits Generative Engine Optimization (GEO): Evaluates brand and organization entities, Schema.org Organization/Person definitions, sameAs knowledge graph reconciliation (Wikidata, LinkedIn, Crunchbase), and Author E-E-A-T credentials.

USAGE GUIDELINES:

• Use to evaluate how LLM-based search engines (ChatGPT Search, Claude, Gemini) comprehend brand identity and authority.

• Do NOT use for local map pack NAP consistency; use 'seo_audit_local' instead.

• Do NOT use for direct answer snippet definitions; use 'seo_audit_aeo' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only diagnostic evaluation. No file modifications.

Audits internal linking structure, identifies generic anchor text ('click here', 'read more'), flags orphan pages, and suggests high-value contextual links between blog articles and service pages.

USAGE GUIDELINES:

• Use to improve PageRank flow, internal topic clustering, and anchor text relevance across pages.

• Do NOT use to inspect external backlink profiles; use 'seo_suggest_related_ecosystem' for off-page targets.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only link graph analysis. No file modifications.

Audits Local and Area SEO: Evaluates LocalBusiness Schema.org JSON-LD, visible Name-Address-Phone (NAP) consistency, click-to-call telephone links, Google Maps embed signals, and detects doorway city page duplication.

USAGE GUIDELINES:

• Use for local business websites, multi-location practices, and regional service providers.

• Do NOT use for pure SaaS, digital-only, or non-geographic websites; use 'seo_audit_technical' or 'seo_audit_onpage' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only diagnostic evaluation. No file modifications.

Audits on-page SEO elements: Title tag length and keyword placement, Meta Description presence and CTR optimization, single H1 heading enforcement, H1-H6 hierarchy, OpenGraph, and Twitter card tags.

USAGE GUIDELINES:

• Use when evaluating page-level metadata, heading structures, and social sharing previews.

• Do NOT use for technical indexing directives (canonical/robots); use 'seo_audit_technical' instead.

• Do NOT use for structured data validation; use 'seo_audit_schema' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only diagnostic evaluation. No file modifications.

Identifies code-level Core Web Vitals risks: Cumulative Layout Shift (CLS) risks from images lacking explicit width/height attributes, Largest Contentful Paint (LCP) risks from unoptimized formats, and render-blocking scripts.

USAGE GUIDELINES:

• Use to detect static HTML and template performance defects that harm search rankings and Core Web Vitals.

• Do NOT use as a real-time synthetic browser lab benchmark (like Lighthouse); this tool performs static source code analysis.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only performance diagnostic. No file modifications.

Inspects robots.txt rules (allow/disallow per user-agent), sitemap index validity, detects contradictory directives (e.g. disallowed pages mistakenly included in sitemap.xml), and audits HTTP security headers.

USAGE GUIDELINES:

• Use to inspect crawl configuration and indexation guardrails for Googlebot, GPTBot, ClaudeBot, and PerplexityBot.

• Do NOT use for crawling page body content; use 'seo_audit_sitemap_multipage' or 'seo_crawl_and_extract' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only network/file inspection. Fetches robots.txt and sitemap.xml without modifying them.

Extracts and validates Schema.org JSON-LD structured data (Organization, LocalBusiness, FAQPage, Service, Product, BreadcrumbList, Article) for syntax correctness, required properties, and Google rich result eligibility.

USAGE GUIDELINES:

• Use to inspect whether structured data is correctly embedded and free of JSON syntax or validation errors.

• Do NOT use to apply schema fixes to files; use 'seo_generate_code_fix' with the 'jsonLdSchema' parameter instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only validation tool. No file modifications.

Crawls and batch-audits all pages registered in a website sitemap.xml (or local discovered routes), cross-checks robots.txt allow/disallow rules, audits HTTP security headers (HSTS, CSP, X-Frame-Options), and compiles a site-wide scorecard and inventory report.

USAGE GUIDELINES:

• Use when auditing an entire website with multiple pages rather than a single URL.

• Do NOT use for single page analysis; use 'seo_generate_full_audit' instead for faster single-page feedback.

• Do NOT use to generate new sitemaps; use 'seo_generate_sitemap_and_robots' instead.

BEHAVIORAL TRANSPARENCY:

• Read-only batch crawl.

• Issues HTTP GET requests respecting robots.txt directives and maxPages limits. Makes no disk modifications.

Performs a Technical SEO audit on a page or URL, checking canonical tag consistency, robots meta tags (noindex/nofollow), XML sitemap alignment, trailing slash consistency, HTTP mixed content, viewport, and charset declarations.

USAGE GUIDELINES:

• Use to audit indexing, crawlability, canonicalization, and technical header directives.

• Do NOT use for on-page copy, headings, or keyword targeting; use 'seo_audit_onpage' instead.

• Do NOT use for full site audits; use 'seo_audit_sitemap_multipage' or 'seo_generate_full_audit' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only diagnostic evaluation.

• Issues HTTP GET requests if given a URL; reads local file if given a file path. No disk modifications.

Crawls a live URL via HTTP or parses a local HTML/template file to extract raw SEO metadata: Title, Meta Description, Headings (H1-H6), Canonical URL, JSON-LD Schemas, OpenGraph/Twitter cards, links, and images.

USAGE GUIDELINES:

• Use to extract structured page metadata before running specialized audits or when analyzing a single page.

• Do NOT use for multi-page batch crawling; use 'seo_audit_sitemap_multipage' instead.

• Do NOT use to discover framework architecture; use 'seo_discover_project' instead.

BEHAVIORAL TRANSPARENCY:

• Read-only data extraction.

• Issues HTTP GET requests for live URLs. Reads local files directly without modifying them.

Discovers website architecture, detected web frameworks (Laravel Blade, Next.js App/Pages Router, Nuxt, Astro, PHP, static HTML), routing structure, existing sitemap/robots configurations, and page inventory.

USAGE GUIDELINES:

• Use when starting an audit of a local codebase to detect framework patterns and file routes.

• Do NOT use for remote websites or live URLs; use 'seo_crawl_and_extract' or 'seo_audit_sitemap_multipage' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only local filesystem scan. Makes no network calls and modifies no files.

Generates framework-aware code fixes (Laravel Blade, Next.js App/Pages Router, HTML, PHP, Astro, Svelte) for missing titles, meta descriptions, canonical URLs, JSON-LD schemas, and WebMCP discovery links with unified diff preview.

USAGE GUIDELINES:

• Use after audit tools detect specific SEO, schema, or WebMCP issues in a source file.

• Do NOT use for general code refactoring unrelated to metadata, schema, or SEO tags.

• Always run 'seo_validate_code_fix' immediately after applying changes to verify syntax and prevent duplicate tags.

BEHAVIORAL TRANSPARENCY:

• Non-destructive by default: Returns unified diff preview without modifying files.

• Modifies disk ONLY when 'applyDirectly' is explicitly set to true.

Executes the comprehensive 8-dimension audit suite across Technical, On-Page, AEO, GEO, Local, Content, CRO, and Performance. Calculates 0-100 scores, letter grades (A+ to F), P0-P3 prioritized action matrix, and formatted Markdown report.

USAGE GUIDELINES:

• Use as the primary single-page audit tool when a complete health check and executive scorecard is needed.

• Do NOT use for entire multi-page domain crawls; use 'seo_audit_sitemap_multipage' instead.

• Do NOT use if you only need a single specific dimension; use the dedicated 'seo_audit_*' tools instead for faster response.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only comprehensive synthesis. Generates Markdown and JSON reports without modifying files.

Synthesizes audit findings into a high-impact digital marketing growth blueprint: Maps search intent across ToFu/MoFu/BoFu funnels, provides CRO conversion levers, outlines AEO answer capture tactics, and delivers a 30-60-90 day growth roadmap.

USAGE GUIDELINES:

• Use when preparing a strategic marketing plan, client proposal, or business growth recommendations based on site audit data.

• Do NOT use to apply code fixes to files; use 'seo_generate_code_fix' instead.

• Do NOT use for quick technical diagnostic checks; use 'seo_audit_technical' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only strategic synthesis. Produces strategic Markdown plans without modifying any files.

Generates production-ready, standard-compliant sitemap.xml and robots.txt files with crawler directives for Googlebot, Bingbot, and AI search engines (GPTBot, ClaudeBot, PerplexityBot).

USAGE GUIDELINES:

• Use when a website is missing sitemap.xml or robots.txt, or needs clean, updated configuration files.

• Do NOT use to audit existing files; use 'seo_audit_robots_and_sitemap' instead.

• Do NOT use to crawl pages; use 'seo_audit_sitemap_multipage' instead.

BEHAVIORAL TRANSPARENCY:

• Pure generation tool. Returns formatted XML and robots.txt file contents as text output. Does not write to disk directly unless copied by user.

Analyzes a website to infer its market vertical, benchmark competitor archetypes, identify high-authority backlink and directory targets, and build keyword topic clusters.

USAGE GUIDELINES:

• Use to expand organic reach, plan off-page directory submissions, and identify competitor benchmarks.

• Do NOT use for on-page code repairs; use 'seo_generate_code_fix' instead.

• Do NOT use for protocol validation; use 'seo_test_web_mcp' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only ecosystem analysis. Makes no modifications to codebase or remote sites.

Tests a live website or local endpoint for Web MCP enablement: Checks Streamable HTTP (/mcp), Legacy SSE (/sse), discovery manifests (/.well-known/mcp/server-card.json, llms.txt), CORS headers, and provides copy-paste implementation blueprints in 11 programming languages.

USAGE GUIDELINES:

• Use to test if a web application exposes an agent-accessible Model Context Protocol interface.

• Do NOT use for regular HTML search engine optimization; use 'seo_audit_technical' or 'seo_audit_onpage' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only protocol diagnostic probe. Makes HTTP GET/HEAD requests to standard discovery endpoints. Modifies no files.

Validates modified source files against syntax errors, duplicate meta/title tags, broken JSON-LD syntax, and calculates Before vs After SEO score improvements.

USAGE GUIDELINES:

• Use immediately after generating or applying a code fix via 'seo_generate_code_fix' to verify correctness.

• Do NOT use as a standalone audit on unedited files; use 'seo_audit_onpage' or 'seo_generate_full_audit' instead.

BEHAVIORAL TRANSPARENCY:

• Safe, read-only file validation. Reads the modified file and performs AST/regex checks without making further modifications.