ProdE
prode.aiProdE is a software planning platform designed for agentic development, enabling product managers and engineers to collaborate on living specifications grounded in the actual codebase. It builds a knowledge graph across multi-repo and microservices architectures to provide system-aware context, change impact analysis, and automated documentation without modifying source code. The tool integrates with existing ticketing systems and coding agents via MCP to ensure specs remain aligned with reality as code evolves.
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 ProdE mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "ProdE", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]