Pilot Shell

Pilot Shell is a developer tool that enhances Claude Code by enforcing production-ready engineering standards, including spec-driven planning and Test-Driven Development (TDD). It provides persistent memory, automated quality hooks, and smart model routing to optimize cost and code quality. The platform integrates pre-configured MCP and LSP servers to streamline AI-assisted software development workflows.

LLM mention score

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.

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How to get LLM mention data →

// Fetch Pilot Shell mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Pilot Shell",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]