SpecFact

specfact.io

SpecFact is a software development tool that synchronizes product backlogs, specifications, tests, and code through automated checks. Designed for product owners, project managers, and developers, it bridges the gap between agile workflows and technical implementation using CLI commands and AI IDE integrations. The platform supports integration with major issue trackers like Jira and Azure DevOps to maintain alignment across the entire development lifecycle.

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