Agent-Readiness Grade

Agent-Readiness Grade / sciencedaily.com

D

sciencedaily.com

6/12 · 50%

Graded 2026-09-30 02:52 UTC in 0.4s · JSON · re-grade now

Top fixes

  1. Legal notices (+2 points): Publish the missing notices with a working request mechanism. Start with TAKE IT DOWN Act notice: Publish a plain-language notice and a request mechanism usable without an account; act within 48 hours. How to fix
  2. MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you. How to fix
  3. Machine-readable surfaces (+1 point): Publish /llms.txt (a short Markdown guide to your key pages); one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents. How to fix

Ordered by points recoverable. Each area: 2/2 pass, 1/2 warn, 0/2 fail.

sciencedaily.com is graded D. The $49 AI Visibility Full Report turns the 3 failing checks above (legal notices, mcp census entry, machine-readable surfaces) into a prioritized, specific fix list for sciencedaily.com, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.

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Crawler access (robots.txt)

2/2 · pass

8 of 8 AI crawlers may read the site, 0 disallowed

  • GET /robots.txt -> HTTP 200, 87 B, 1 user-agent group
  • Allowed: GPTBot (via *) (1 path rule), ClaudeBot (via *) (1 path rule), OAI-SearchBot (via *) (1 path rule), PerplexityBot (via *) (1 path rule), Google-Extended (via *) (1 path rule), Amazonbot (via *) (1 path rule), CCBot (via *) (1 path rule), Bytespider (via *) (1 path rule)
  • Sitemap declared: https://www.sciencedaily.com/sitemap-index.xml

Fix: Nothing to fix here.

Machine-readable surfaces

1/2 · warn

None of the 7 machine-readable surfaces is published (a sitemap is declared in robots.txt)

  • /llms.txt: HTTP 404
  • /sitemap.xml: HTTP 404
  • /.well-known/x402: HTTP 404
  • /.well-known/agent-card.json: HTTP 404
  • /.well-known/mcp-registry-auth: HTTP 404
  • /openapi.json: HTTP 404
  • /ai.txt: HTTP 404
  • Sitemap declared in robots.txt instead: https://www.sciencedaily.com/sitemap-index.xml

Fix: Publish /llms.txt (a short Markdown guide to your key pages); one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents.

Readable without JavaScript

2/2 · pass

Home page is readable

  • GET https://sciencedaily.com/ -> HTTP 200, text/html, 149 KB
  • 56,231 characters of visible text with scripts, styles and tags removed; <title>: "ScienceDaily: Your source for the latest research news"
  • 7 external scripts, 2 inline; <noscript> absent
  • first words: "Skip to main content Your source for the latest research news Follow: Facebook X/Twitter Subscribe: RSS Feeds Newsletter New! Sign up for ou..."

Fix: Nothing to fix here.

Structured data

1/2 · warn

No JSON-LD, Open Graph complete

  • 0 JSON-LD blocks
  • Open Graph: og:title "ScienceDaily: Your source for the latest research news"; og:description present
  • meta description: present

Fix: add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant) so answer engines describe you accurately.

MCP census entry (index.agentexchange.work)

0/2 · fail

Not selling to agents: no census entry, no /mcp endpoint

  • Not in the census of 2,031 hosts selling to agents (2026-09-29)
  • GET /mcp -> HTTP 404: no MCP endpoint at the root

Fix: Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.

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$49 AI Visibility Full Report

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