Agent-Readiness Grade

Agent-Readiness Grade / questionai.com

D

questionai.com

6/12 · 50% (scaled from 5 measurable areas)

Graded 2026-10-19 12:50 UTC in 2.6s · 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 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.

questionai.com 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 questionai.com, 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

7 of 8 AI crawlers may read the site, 1 disallowed

  • GET /robots.txt -> HTTP 200, 1.4 KB, 3 user-agent groups
  • Allowed: OAI-SearchBot (39 path rules)
  • Disallowed: GPTBot
  • Unmentioned (allowed by default): ClaudeBot, PerplexityBot, Google-Extended, Amazonbot, CCBot, Bytespider

Fix: Add a group for GPTBot 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 204
  • /.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://questionai.com/ -> HTTP 200 after 1 redirect (final: https://www.questionai.com/), text/html, 471 KB
  • 14,810 characters of visible text with scripts, styles and tags removed; <title>: "Question AI | Best AI Homework Helper - Going to Questions"
  • 5 external scripts, 5 inline; <noscript> present
  • first words: "Ask AI New Chat Calculator Recent Chat Upgrade to Plus Log In Best Study Companion Ask anything and get answers Question Answering & Homewor..."

Fix: Nothing to fix here.

Structured data

2/2 · pass

1 JSON-LD block, Open Graph complete

  • 1 JSON-LD block: @type MathSolver, LearningResource
  • Open Graph: og:title "Question AI | Best AI Homework Helper - Going to Questions"; og:description present
  • meta description: present

Fix: Nothing to fix here.

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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$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 questionai.com. 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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