HOW

HOW is an AI-led research platform designed for researchers, strategists, and analysts who require auditable, evidence-based intelligence. It transforms raw data into verified insights through a four-layer validation pipeline that ensures every output traces back to source data, effectively eliminating hallucinations. The platform supports rigorous workflows such as market research and curriculum development by collecting from live sources and applying multi-model AI grounded in per-topic evidence stores.

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