Precisefy

precisefy.com

Precisefy is a B2B SaaS platform designed to streamline the requirements engineering process for product managers, business analysts, and engineers. The tool utilizes an intelligent analysis engine to generate clarification questions, enabling teams to iteratively refine ambiguous requirements into precise user stories and acceptance criteria. By automating this refinement workflow, Precisefy reduces miscommunication, accelerates project alignment, and minimizes time spent on clarifying scope.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

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. 

How to get LLM mention data →
// Fetch Precisefy mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Precisefy",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]