RivalFree: Multi-Agent Competitive Analysis Engine Powered by Gemma & SerpApi

说明与用途

RivalFree 将 40 小时的手动竞争分析缩短为 15 秒报告，消除屏幕疲劳。

问题

Competitive research typically requires long periods of screen time to manually analyze competitor sites, pricing, and forums, causing fatigue and inefficiency.

结果

RivalFree transforms 40 hours of manual competitive research into a 15‑second report, reducing screen fatigue and accelerating product strategy decisions.

工作流

• Submit product concept via web interface
• Agent framework plans queries using @langchain/google-genai
• SerpApi retrieves live organic SERP results and forum complaints
• Agents scan and synthesize data in parallel
• Results streamed to terminal UI via Socket.IO
• Report generated and stored in MongoDB
• User receives actionable roadmap

证据

RivalFree spins up a parallel multi-agent pipeline that scans live web data via SerpApi, maps competitor threats, surfaces customer pain points, and generates a first-to-market execution roadmap in seconds.

来源

It converts 40 hours of screen-grinding research into a 15-second report so founders can close their laptops and touch grass.

来源