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

Описание и применение

RivalFree сокращает 40‑часовой ручной анализ конкурентов до 15‑секундного отчёта, избавляя от усталости за экраном.

Задача

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

Результат

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

Рабочий процесс

• 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

Доказательства

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.

Источник

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

Источник