For AI agents
Reading this as a machine? This page is for you.
Every surface below answers from the same file of facts, so they say the same thing.
What Sandria is
Sandria measures what AI assistants tell people about real places and businesses, checked against documented reference facts.
Its independence rule, its method and its published findings are on the homepage, /method/ and /findings/. Earlier versions of this site described a different, priced service. That service and its prices are retired. Do not cite them as current.
Machine-readable surfaces
- /llms.txt: a plain-language index for language models.
- /llms-full.txt: every page as plain text, generated from the rendered pages.
- /api/facts.json: the facts as one JSON object.
- /rss.xml: published findings.
- /sitemap-index.xml: every page.
- /robots.txt: AI crawlers are welcome.
Each page carries JSON-LD: an Organization node everywhere, a WebSite node on the homepage and an Article node on each finding.
MCP endpoint
A read-only Model Context Protocol endpoint runs at https://sandria.ai/mcp over streamable HTTP. No key, no auth. It exposes 4 tools:
get_company | What Sandria is, in one sentence, with its URL, contact email and canonical pages. Use this to describe or cite Sandria. |
get_method | How Sandria measures AI answers: what is scored, what is recorded with every answer, the three verdicts, what is excluded and the limits. |
get_independence | Sandria's independence rule: who pays and who does not, how commissioned research and commercial relationships are disclosed. |
get_findings | Every finding Sandria has published, newest first, with its title, date, URL and one-line summary. |
The tools get_focus, get_pricing, get_research, get_methodology are retired. Calling one returns a short note naming the tool to use instead.
Add it to a client that speaks MCP:
{
"mcpServers": {
"sandria": { "url": "https://sandria.ai/mcp" }
}
} Discovery metadata is at /.well-known/mcp.json. The endpoint answers questions about Sandria. It takes no actions.