AI is becoming the new search engine. Shoppers are asking ChatGPT, Google, and other AI assistants what to buy, and those systems decide which products to show.
At Collins Harris LTD, we help businesses prepare for this shift by making their catalogs, content, and data visible, understandable, and trusted by AI.
Founded in 2011, we bring deep ecommerce and technical experience to a new frontier: helping brands show up where buying decisions now begin, inside AI conversations.
Our Focus Areas
AI Shopping Readiness
We help you get your products into AI systems like ChatGPT and Google’s new AI Shopping integrations.
- Assess your product data for AI compatibility
- Align your catalog with the OpenAI Agentic Commerce Protocol (ACP) and Google AP2
- Structure your product pages for machine-readable clarity
Product Data Feeds and Integration
AI discovery depends on structured, consistent data. We help you map and connect your catalog so AI can actually find and recommend your products.
- Build or refine your product feeds
- Ensure fields like GTIN, MPN, and canonical IDs are accurate
- Connect your feeds to AI shopping endpoints and marketplaces
AI Visibility Audit
Find out whether AI systems can currently see, understand, and trust your brand.
- Analyze how your products appear across AI search and chat platforms
- Identify missing or conflicting data
- Prioritize fixes that increase visibility and trustworthiness
AI Shopping Pilot Projects
For early adopters ready to experiment.
- Run controlled tests to measure how product visibility changes with optimized data
- Learn how your catalog performs inside real AI responses
- Build proof that your store can show up in agentic shopping experiences
Advisory and Collaboration
If you’re a retailer, brand, or marketplace team looking to stay ahead of AI-driven commerce, we work with your developers, marketers, and data teams to guide implementation.
- Translate AI commerce protocols into practical steps
- Create internal readiness plans
- Build confidence through knowledge, not hype
Ready to get your store discovered in AI shopping?
