For AI agents and developers

MCP server

Streamable HTTP, stateless, no authentication. Add it to any MCP-capable client (Claude, ChatGPT, Cursor, Postiz, n8n…):

{
  "mcpServers": {
    "suggestedby": { "url": "https://suggestedby.ai/mcp" }
  }
}

Tools

• about – what suggestedby.ai is and does
• list_markets – supported countries, languages and currencies
• get_pricing – products and prices per market
• get_methodology – how the visibility score is measured
• search_articles / get_article – the knowledge base (300+ articles, 8 languages)
• start_check / get_check – run a free AI visibility check for a business and read the result

Resource: suggestedby://llms.txt

Machine-readable files

• /llms.txt – short description, products and links, following the llms.txt convention
• /llms-full.txt – the full knowledge base in one file
• /sitemap.xml – sitemap index with per-language sitemaps and hreflang
• /robots.txt – AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended and others) are explicitly welcome
• RSS feed per language

Every page carries Organization, WebSite and (where relevant) Article, FAQPage and Product JSON-LD.

JSON API

Public, rate-limited, no key needed for the free check.

POST /api/v1/checks        {"name": "Kinki Kappers", "city": "Zwolle", "market": "nl-NL"}
GET  /api/v1/checks/{code}  → score, questions, competitors, sources, fixes

Limits: 3 free checks per IP per day, 1 per business per 30 days. Need more? Contact us.