Agent-Readiness Grade

Agent-Readiness Grade / lite.link

D

lite.link

5/12 · 42% (scaled from 5 measurable areas)

Graded 2026-10-18 17:02 UTC in 0.8s · JSON · re-grade now

Top fixes

  1. Machine-readable surfaces (+2 points): Publish /llms.txt (a short Markdown guide to your key pages); /sitemap.xml; one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents. 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. Crawler access (+1 point): Add a group for GPTBot, Google-Extended with "Allow: /" (or drop the blanket "Disallow: /") if you want answer engines to cite you. How to fix

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

lite.link is graded D. The $49 AI Visibility Full Report turns the 2 failing checks above (machine-readable surfaces, crawler access) into a prioritized, specific fix list for lite.link, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.

Get the full report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).

Crawler access (robots.txt)

1/2 · warn

6 of 8 AI crawlers may read the site, 2 disallowed

  • GET /robots.txt -> HTTP 200, 83 B, 2 user-agent groups
  • Allowed: ClaudeBot (via *), OAI-SearchBot (via *), PerplexityBot (via *), Amazonbot (via *), CCBot (via *), Bytespider (via *)
  • Disallowed: GPTBot, Google-Extended

Fix: Add a group for GPTBot, Google-Extended with "Allow: /" (or drop the blanket "Disallow: /") if you want answer engines to cite you.

Machine-readable surfaces

0/2 · fail

None of the 7 machine-readable surfaces is published

  • /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

Fix: Publish /llms.txt (a short Markdown guide to your key pages); /sitemap.xml; 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://lite.link/ -> HTTP 200, text/html, 384 KB
  • 10,511 characters of visible text with scripts, styles and tags removed; <title>: "Your all-in-one social tool - Litelink"
  • 10 external scripts, 15 inline; <noscript> absent
  • first words: "No data available Install our app 🪄 click on the icon in the top right of the address bar. Tools Blog Sign in Sign up Loved by 43,060+ crea..."

Fix: Nothing to fix here.

Structured data

1/2 · warn

4 JSON-LD blocks, Open Graph incomplete

  • 4 JSON-LD blocks: @type SoftwareApplication, Organization, BreadcrumbList, ListItem, FAQPage, Question
  • Open Graph: og:title "Your all-in-one social tool - Litelink"; no og:description
  • meta description: absent

Fix: add og:title and og:description 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

  • census unavailable (refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time )
  • 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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https://grade.agentexchange.work/grade?url=lite.link

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$49 AI Visibility Full Report

This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for lite.link. It includes:

Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).

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