From Scratch

From Scratch is a resource platform providing free SaaS calculators, AI prompt optimization tools, and tactical guides tailored for solo founders and bootstrapped builders. The site offers practical frameworks for niche validation, startup metrics modeling, and software comparisons to help independent developers build profitable products efficiently.

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