Manifesto Engine

Manifesto Engine is an autonomous software artifact generator that converts natural language prompts into production-ready technical blueprints and local Python code. It employs a verified fabrication process where generated artifacts are tested in a sandbox environment to ensure compliance with defined contracts before deployment. The platform utilizes a learning loop to reinforce verified rules, continuously improving the accuracy and reliability of future software prints.

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