@agentweb/seo

The Moz for agent discovery.

Analytics and optimization for how AI agents discover, rank, and recommend your brand.

Quick Start

SITE_URL=https://example.com BRAND_NAME="My Brand" npx agentweb-seo

Analytics available at http://localhost:3002/mcp.

MCP Tools

| Tool | What It Does | |------|-------------| | get_visibility_score | Agent visibility score (0-100) across 5 dimensions | | get_query_patterns | What agents ask about your brand, mention rates, sentiment | | get_optimization_plan | Prioritized actions to improve agent discovery | | compare_competitors | Side-by-side agent readiness comparison |

Visibility Score Dimensions

| Dimension | Weight | What It Measures | |-----------|--------|-----------------| | Discoverability | 25% | agent.json, llms.txt, MCP endpoint, API docs | | Data Quality | 25% | Schema.org coverage, structured data completeness | | Policy Clarity | 20% | Machine-readable policies, escalation paths | | Brand Consistency | 15% | Brand voice guidelines, consistent representation | | Competitive Position | 15% | How you compare to competitors |

Traditional SEO vs Agent SEO

| | Traditional SEO | Agent SEO | |---|---|---| | What's ranked | Web pages | Products and services | | Key signals | Keywords, backlinks | Structured data, policy clarity | | Output | 10 blue links | 1-3 specific recommendations | | Competition | Position 1-10 | Winner takes most | | Optimization | Content + technical | Data structure + agent compatibility |

Pricing (Hosted Version)

| Tier | Features | Price | |------|----------|-------| | Free | Visibility score, basic recommendations | $0 | | Pro | + Query analytics, competitive analysis | $199/mo | | Business | + Simulation testing, alerts, API access | $499/mo | | Enterprise | + Custom dashboards, priority support | Custom |

License

MIT (self-hosted) — Hosted version is commercial.