specs.md

specs.md

specs.md is an AI-native development framework that provides pluggable workflows for software engineering, designed to integrate with major AI coding assistants like Claude Code and Cursor. It offers three distinct flows—Simple, FIRE, and AI-DLC—to support various use cases ranging from rapid spec generation to full lifecycle management using Domain-Driven Design. The platform emphasizes adaptability for both greenfield and brownfield projects, including monorepo environments.

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