AI Search Visibility Tracker

io.github.mufmo130Published by GitHub account mufmo130v1.0.0Updated Oct 24, 2026

How often ChatGPT, Perplexity, Gemini and Claude mention and cite your brand vs competitors.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

A remote Apify-hosted MCP server that reports how often ChatGPT, Perplexity, Gemini and Claude mention and cite a brand versus its competitors.

What you can do
Measure how often major AI assistants mention a given brand in their answers, based on the description provided. Compare a brand's mention and citation frequency against competitors across ChatGPT, Perplexity, Gemini and Claude. No tool list is published, so the exact queries and outputs are not documented here.
When to use it
Useful when you want to track or benchmark a brand's visibility in AI assistant answers and see how it stacks up against competitors.
Requirements
Remote MCP endpoint at mcp.apify.com over streamable HTTP. Requires an Apify API token sent as an Authorization bearer header, or OAuth if the client supports it. An Apify account is implied.
Before you install
The Authorization header carries an Apify API token, a credential that should be kept secret. Apify usage may be billed depending on your plan. Queries about your brand and competitors are sent to Apify and the underlying AI assistants.

Installation

In SourceWeft

  1. Open AI Search Visibility Tracker in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.mufmo130%2Fai-search-visibility/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "ai-search-visibility-tracker": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=lsso/ai-search-visibility-tracker"
    }
  }
}

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestSep 24, 2026

Score

67% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.