ShopEcho is an agentic AI platform designed for Shopify merchants to maintain control over how their brand appears in AI-driven commerce experiences.
Shopecho helps Shopify merchants:
- 🛡️ Protect brand voice and messaging in AI interactions
- 🎨 Express consistent tone, personality, and positioning
- 📣 Market products through autonomous, brand-aware AI agents
An intelligent multi-agent workflow that is trained on your store’s:
- Brand voice & tone guidelines
- Product catalog & descriptions
- Store policies and FAQs
This allows ShopEcho to respond, recommend, and generate content that sounds like your brand.
Here is a high level overview of how our agentic workflow orchestrates:
- Secure OAuth-based Shopify app
- Reads product metadata, collections, and policies
- Designed to work with emerging agentic commerce standards
- AI generated video content (for inspiration, marketing, MVPs, etc)
- AI generated marketing copy and campaigns
- AI generated product descriptions
- AI generated brand-safe responses for customer-facing use cases
- Shopify App Framework
- Shopify Remix + Polaris Web UI Framework
- Python + FastAPI
- LLMs (Backboard with Opus & Gemini, ElevenLabs, TwelveLabs)
- Multi-agent orchestration patterns (see docs/designs/images/agent-workflow.png)
Here is a high level diagram of the entire tech stack in action:
Install python and pip
Then run these commands:
> git clone https://github.com/andrearcaina/shopecho
> cd backend
> pip install -r requirements.txt
> cd ../frontend
> npm i
> npm run dev
# new terminal in backend folder
> uvicorn main:app --reload- We plan to make it so that we have the ability to send out emails as well instead of just drafting
- We didn't have the time to add Amplitude for AI analytics and how our agents are doing
- We also plan to implement a more robust video creation to support longer times