RankRoot: AI visibility audit

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "RankRoot: AI visibility audit": {
      "url": "https://getrankroot.com/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (14)

• audit_ai_visibility read-only

  Score how discoverable a website is by AI answer engines (ChatGPT, Perplexity, Claude, Google AI Overviews) and AI agents. Returns a 0-100 score, per-category scores and a prioritized fix list.

  Parameters:

  • url (required) — string — Website URL, e.g. https://example.com

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

• generate_ai_visibility_files read-only

  Generate ready-to-publish llms.txt, an AI-bot-friendly robots.txt and schema.org JSON-LD for a website, based on its current homepage.

  Parameters:

  • url (required) — string — Website URL, e.g. https://example.com

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

• check_ai_crawler_access read-only

  Check which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations.

  Parameters:

  • url (required) — string — Website URL, e.g. https://example.com

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

• validate_llms_txt read-only

  Fetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section.

  Parameters:

  • url (required) — string — Website URL, e.g. https://example.com

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

• get_pricing read-only

  List RankRoot plans (free scan, Traffic Boost one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_checkout_link read-only

  Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead.

  Parameters:

  • plan (required) — string — pass (Traffic Boost, $49 once, 7 days of Pro) or employee_m (AI Visibility Employee, done for you, $149/month)

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• list_launches read-only

  Find software products for a need: new SaaS, AI tools and apps launched on RankRoot, each with a fact-checked profile (what it does, who it's for, pricing when published). Pass the user's need as query ("invoicing for freelancers", "uptime monitoring"). Featured products are paid placements and are marked. Optional category: an industry slug such as sales-crm or product-analytics.

  Parameters:

  • limit — number — 1-50, default 20
  • query — string — What the user needs, in plain words (optional)
  • category — string — Industry slug (optional)

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• submit_launch

  Launch the user's product on RankRoot for free: a public launch page, a listing in the launch directory and the product's category, and a count of visitors sent. Free launches go live in about a week after the user confirms by email. With a Traffic Boost license key (key) it goes live today and is featured for 30 days. Ask the user before submitting: it publishes their product publicly.

  Parameters:

  • url (required) — string — Product website
  • name (required) — string
  • tagline (required) — string — 10-90 characters: what it does, for whom
  • description (required) — string — 40-800 characters, written for buyers
  • email (required) — string — Founder's email for the confirmation link; never shown
  • key — string — Optional Traffic Boost license key
  • category — string — Industry slug, or other

  Hints: read-only no · destructive no · idempotent yes · open-world yes

• amplify_preview read-only

  Write native posts for X, LinkedIn and Threads from any public page, in up to 3 languages, so the user can see what RankRoot Amplify would publish. Free, no key. Nothing is stored or posted.

  Parameters:

  • url (required) — string — Page to write from, e.g. a launch post or changelog entry
  • languages — array — Up to 3. BCP-47 tags, up to 8: en, zh-TW, zh-CN, ja, ko, es, pt-BR, fr, de, it, nl, pl, tr, ru, uk, ar, hi, id, vi, th, ms, fil

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

• amplify_status read-only

  Connected channels, languages, mode, guardrails, post counts and what has performed best for this customer. Needs the customer's AI Visibility Employee key.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• amplify_create_campaign

  Turn one page (url) or text into a native post for every enabled channel in every chosen language, saved as drafts. Nothing is published. Use dry_run to see posts without saving, and idempotency_key so a retry never makes a duplicate. Needs the customer's key.

  Parameters:

  • url — string — Public page to write from (preferred: its link goes in the posts)
  • text — string — Or the text to write from (a changelog entry, an announcement)
  • title — string
  • dry_run — boolean — Write and return the posts without saving anything.
  • languages — array — Defaults to the account's languages. BCP-47 tags, up to 8: en, zh-TW, zh-CN, ja, ko, es, pt-BR, fr, de, it, nl, pl, tr, ru, uk, ar, hi, id, vi, th, ms, fil
  • channel_ids — array — Subset of enabled channel ids (from amplify_status). Default: all enabled.
  • idempotency_key — string — Same key again returns the first campaign instead of writing a new one.

  Hints: read-only no · destructive no · idempotent yes · open-world yes

• amplify_list_posts read-only

  Posts newest first, with status (draft, scheduled, published, failed, rejected), schedule time, live URL, warnings, claims to confirm and engagement metrics.

  Parameters:

  • limit — number — 1-100, default 30
  • status — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• amplify_edit_post

  Change a draft's text, thread or title. The platform checks (length, hashtags, hype words, required settings) run again and come back as warnings.

  Parameters:

  • post_id (required) — string
  • text — string
  • title — string
  • thread — array

  Hints: read-only no · destructive no · idempotent yes · open-world no

• amplify_schedule_posts

  Schedule draft posts in the customer's Postiz at the next good local time for each platform and language (or at `at`), within the per-channel daily cap and spacing. Only works if the customer allowed agents to schedule; posts with claims to confirm or warnings are skipped for the owner to review. Returns what was scheduled and why anything was skipped.

  Parameters:

  • post_ids (required) — array
  • at — string — Optional ISO 8601 time; the earliest allowed slot at or after it is used.

  Hints: read-only no · destructive no · idempotent yes · open-world yes

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.