Chatcast Blog.
Insights on conversational commerce, AI shopping, and the platform shift to agentic experiences.
Why We Built a 66M-Parameter Model That Outperforms Every Frontier LLM on E-Commerce Classification
Our fine-tuned DistilBERT intent classifier achieves 81% accuracy at 35ms latency and zero cost — outperforming GPT, Claude, and Gemini on product-query matching at scale.
AI Agents as Affiliate Marketers: How MCP Unlocks a New Commerce Distribution Channel
Traditional affiliate marketing pays bloggers and influencers on performance. Agent Affiliate MCP extends that model to AI agents — giving shopping assistants, deal finders, and recommendation bots a financial incentive to sell your products. Here's how it works technically.
What is Agentic Commerce? The Complete Guide for Shopify Merchants
Agentic commerce is the next evolution of ecommerce where AI agents autonomously discover, evaluate, and recommend products on behalf of consumers. Learn what it means for Shopify merchants.
What is MCP in Ecommerce? How AI Agents Access Product Catalogs
MCP (Model Context Protocol) is the open standard that lets AI agents like ChatGPT and Perplexity access real-time product data from online stores. Learn how it works and why Shopify merchants should care.
The Platform Shift to Agentic Commerce: Why Early Adopters Win Everything
Every major platform shift in ecommerce follows the same pattern: early adopters capture disproportionate value. We're in that transition period right now with AI shopping.
AI Agents Are the New Google: Why Your Brand Needs an AI Representative
58% of consumers now use AI tools instead of search engines for product recommendations. If your brand doesn't have a conversational presence, you're invisible.
Conversational UI vs Chatbots: Why Most People Get This Wrong
Conversational commerce isn't about adding a chatbot to your website. Learn the fundamental differences between chatbots and conversational UI infrastructure.
Build vs Buy: The Real Cost of In-House Conversational Commerce Infrastructure
That 'three-month MVP' will take 12+ months to reach production quality. Here's why buying infrastructure beats building it—even for technically sophisticated organisations.
Why Your Static Website is Bleeding Revenue: The Intent Blindness Problem
Your beautifully designed ecommerce website has a fundamental flaw—it's blind to customer intent. Learn how conversational UI transforms static catalogues into intelligent shopping experiences.