
How We Did Multi-Channel Chat Integration: From Shopify to Instagram, Converting Conversations into Conversions
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Client Overview
Industry: E-commerce & Retail
Company Size: Mid-sized enterprise
Location: Confidential
Service Provided: AI Chatbot & Automation Integration for Shopify, Instagram, and WhatsApp
Tools Used: Shopify, Voiceflow, Voiceglow, Make.com, WhatsApp API, Instagram API
Challenges & Objectives
Challenges:
- Ensuring seamless customer engagement across multiple channels (website, Instagram, WhatsApp)
- Providing personalized product recommendations and dynamic order tracking via chatbot
- Customizing the chatbot’s visual appearance to align with the brand identity
- Integrating social media automation to capture and respond to customer inquiries in real time
Objectives:
- Develop an AI-powered chatbot that can operate on a Shopify store and extend to Instagram and WhatsApp
- Enable customization of chatbot styling, including logos, backgrounds, and colors
- Provide intelligent responses for recommendations, bestsellers, and personalized rewards
- Incorporate voice and text interaction with fallback options for human handoff where necessary
Our Solution
Technology & Tools Used:
- Shopify for the e-commerce platform
- Custom AI Chatbot Framework with OpenAI integration and multilingual support
- VoiceGlow for future human handoff functionality
- Social media automation tools for Instagram comment triggers and DM responses
- LLM (Large Language Model) for dynamic product recommendations
Implementation Process:
- Chatbot Integration on Shopify: Implemented a chatbot widget on the Shopify store with customized styling to match brand identity.
- Dynamic Recommendation Engine: Developed flows for bestsellers and personalized rewards using an LLM to generate tailored recommendations.
- Multichannel Automation: Configured Instagram automation to auto-reply to price inquiries via comments and send DMs with purchase links.
- User Interaction & Order Tracking: Enabled functionalities for order history retrieval, dynamic FAQ responses, and product cart management.
- Testing & Future Enhancements: Conducted extensive testing to refine responses and UI consistency, with plans for future human handoff integration via VoiceGlow.
Results & Impact
Key Outcomes:
- Unified customer engagement with an AI chatbot integrated across website and social channels
- Enhanced user experience with customizable, dynamic recommendations and intelligent order tracking
- Streamlined customer support by blending automated responses with potential human intervention
- Laid the foundation for scalable, multichannel automation to drive sales and boost satisfaction
Client Feedback:
“The integration of our chatbot across multiple platforms has redefined our customer interactions. It’s intuitive, responsive, and sets the stage for future enhancements like human handoff – truly a game changer in our digital strategy.”
Confidentiality Notice: For confidentiality reasons, all client names and identifying details have been altered.
Accelerate-AI team is an incredibly sharp, well-versed technical team. They get business, not just tech. They help with brainstorming the best solutions, offer great advice-feedback. They were super quick to respond and get the job done. Highest recommendation.

Daniel Zsolt Rényi Founder - Klear B2B, Hungary