AI Search Visibility, SEO/AEO/GEO & llms.txt Audit (MCP)

Your customers now ask ChatGPT, Claude, Perplexity and Google AI — not just Google Search. Is your website ready to be cited by AI answer engines?

This Actor audits any website (with a focus on Moroccan / MENA businesses) and returns an AEO readiness score (0–100) plus concrete recommendations.

What it checks

• 🧬 Structured data — JSON-LD / schema.org, LocalBusiness markup
• 🤖 AI-bot access — robots.txt rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, Amazonbot…
• 📄 llms.txt — the emerging standard that helps AI assistants use your site
• 🏷️ Meta readiness — meta description, Open Graph, Twitter card, canonical
• 🌍 MENA language readiness — Arabic / French versions, hreflang
• 🗺️ Sitemap, single H1, viewport, HTTPS, local contact signals (tel/mailto)

Output

One JSON record per site: score, all checks, per-bot allow/block table, detected schema types, and a prioritized recommendation list your team can execute.

Who is it for

• 🇲🇦🇦🇪 MENA businesses & agencies preparing for AI search (AEO / GEO)
• 🌍 International AEO/SEO agencies with MENA clients (French & Arabic coverage)
• 📊 Consultants producing AI-visibility audit reports

Use from AI agents (MCP)

This Actor is exposed as a tool through Apify's MCP server — any MCP client (Claude, Cursor, VS Code / Copilot, Codex, custom agents) can discover and run it without writing code:

{
  "mcpServers": {
    "apify": { "url": "https://mcp.apify.com?tools=amygraphics/mena-aeo-readiness-auditor" }
  }
}

Then just ask: "Use amygraphics/mena-aeo-readiness-auditor to get me this data." Agents can also pay autonomously — this Actor is whitelisted for agentic payments (Direct x402 / Apify AGI prepaid token), so no Apify account is required.

Pricing

Pay-per-event: one site-audited charge per successfully audited site. Unreachable sites are never charged.

---

🇫🇷 Version française

Vos clients demandent désormais ChatGPT, Perplexity, Claude et les Aperçus IA de Google — pas seulement la recherche classique. Cet Actor audite la préparation AEO/GEO de n'importe quel site (focus Maroc / MENA / marchés francophones) et renvoie un score 0–100 avec recommandations prioritaires :

• 🧬 Données structurées schema.org / JSON-LD (LocalBusiness…)
• 🤖 Règles robots.txt pour GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, Amazonbot
• 📄 Présence de llms.txt (standard émergent pour les assistants IA)
• 🏷️ Meta description, Open Graph, canonical, hreflang
• 🌍 Prêt pour le FR / AR — indispensable pour les marques présentes au Maroc et au MENA
• 🗺️ Sitemap, H1 unique, HTTPS, signaux de contact locaux

Idéal pour : agences GEO/AEO qui veulent automatiser leurs audits, marques francophones, entreprises actives au Maroc / MENA.

Tarification : pay-per-event — un événement site-audited par site audité avec succès.

---

Agents IA (MCP)

Cet Actor est exposé comme outil du serveur MCP d'Apify — branchez https://mcp.apify.com?tools=amygraphics/mena-aeo-readiness-auditor dans Claude, Cursor, VS Code ou Codex, puis demandez vos données en langage naturel. Les agents peuvent payer seuls (x402 / AGI) : l'Actor est whitelisted pour les paiements agentiques.