AI SEO checker
Score crawler access, llms.txt, structured data, and the on-page signals AI search uses.
Fetches a public URL
Use from your agent
Streamable HTTP at https://benchline.fabwaseem.com/mcp. No key. The tool name is score_ai_seo.
mcp.jsonjson
1{
2 "mcpServers": {
3 "benchline": {
4 "url": "https://benchline.fabwaseem.com/mcp"
5 }
6 }
7}
tools/calljson
1{
2 "jsonrpc": "2.0",
3 "id": 1,
4 "method": "tools/call",
5 "params": {
6 "name": "score_ai_seo",
7 "arguments": {
8 "url": "https://example.com/file"
9 }
10 }
11}
Related tools
- llms.txt generatorRead a public sitemap and write an llms.txt index, plus an optional llms-full.txt.AI searchMCP
- robots.txt checkerRead allow and disallow rules, sitemap links, and the mistakes that make a robots.txt file lie.AI searchMCPNew
- Meta tags inspectorRead title, description, canonical, robots, Open Graph, Twitter, and JSON-LD types from one public URL.Social previewsMCPNew
- JSON-LD schema generatorFill a form, get valid schema.org JSON-LD for Article, FAQ, Product, Organization, and more.SEOMCPNew
How it works
Score a public URL for AI crawlers, llms.txt, sitemap, JSON-LD, metadata, headings, and answer-first content.
- 01
Enter a public URL
Paste the page you want to check. The server follows redirects, then reads the final HTML.
- 02
Read the discovery files
The checker fetches robots.txt, /llms.txt, and the sitemap referenced by the site or by /sitemap.xml.
- 03
Fix the warn and fail rows
Each row explains the result. Start with fails, then warnings.