Astute Investor’s Calculus

Astute Investor’s Calculus is a value investing research platform founded by Shailesh Kumar that provides high-quality stock analysis and practical investment frameworks for serious, independent investors. The service offers actionable insights, deep-dive valuation reports, and portfolio management tools designed to help users identify undervalued opportunities and build high-conviction portfolios.

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