Scout By Optimly
Check whether your product and brand show up accurately when people ask ChatGPT, Claude, or Gemini—and benchmark against the AI Brand Directory.
Overview
Scout by Optimly is a Launch-phase MCP server that queries the AI Brand Directory and audits your brand visibility in ChatGPT, Claude, and Gemini.
What is this MCP server?
- Queries the AI Brand Directory for structured brand and category context
- Audits visibility and representation in ChatGPT, Claude, and Gemini
- Remote streamable HTTP MCP at scout.optimly.ai—no local server install
- Supports competitive and category-level brand checks from the agent
- Version 1.0.0 server schema aligned with Model Context Protocol catalog
- MCP server version 1.0.0
- Remote endpoint: https://scout.optimly.ai/mcp (streamable-http)
- Targets three assistant ecosystems: ChatGPT, Claude, and Gemini
What problem does it solve?
You cannot tell if LLMs mention or misrepresent your brand without repeatedly hand-testing each assistant.
Who is it for?
Indie SaaS and content products ready to launch or grow who care about AI assistant discovery and brand accuracy.
Skip if: Teams with no public brand yet who still need idea validation and have nothing meaningful to audit in LLMs.
What do I get? / Deliverables
Your agent returns directory-backed visibility audits you can use to fix positioning, citations, and GEO before traffic depends on AI referrals.
- Brand visibility findings across ChatGPT, Claude, and Gemini contexts
- Directory-backed context for GEO positioning tweaks
- Repeatable agent-run audit workflow without manual tab switching
Recommended MCP Servers
Journey fit
Launch-phase work is about being discoverable in new channels; LLM-mediated discovery is a core GEO concern for solo builders shipping without a PR team. GEO covers AI-search and assistant visibility; Scout audits brand presence in major chat models rather than traditional SERP rank alone.
How it compares
Remote GEO visibility MCP, not an on-repo agent skill or traditional rank tracker.
Common Questions / FAQ
Who is ai.optimly/scout for?
Solo builders and small teams shipping a named product who want MCP-driven audits of how ChatGPT, Claude, and Gemini surface their brand via Optimly’s AI Brand Directory.
When should I use ai.optimly/scout?
Use it during Launch (GEO) after positioning is set, when refreshing messaging, or before campaigns where AI referrals and cited brand lists matter.
How do I add ai.optimly/scout to my agent?
Add the streamable HTTP remote MCP URL https://scout.optimly.ai/mcp in your client’s MCP server config (Claude Code, Cursor, Codex, or other MCP hosts), then invoke Scout tools from the agent.