By Steve Merrill, Founder of WRKNG Digital | September 11, 2026
The fastest way to know if AI can find your store is to ask the tools your buyers use. In 2026 that's a growing list of shopping agents, each reading your data a little differently.
Here are 8 AI shopping surfaces every Shopify brand should be testing.
1. ChatGPT shopping
ChatGPT's shopping results pull products into conversational answers. Test the exact questions your buyers ask and see if you're named. It's the biggest surface to check first.
2. Perplexity shopping
Perplexity cites sources for its recommendations, so you can see exactly why a store got picked. Test it to learn what a clean, citable page looks like in your category.
3. Google AI Overviews
AI Overviews answer shopping questions above the results. Check whether your products make the summary or get skipped for a competitor's cleaner data.
4. Google Search Labs experiments
Search Labs previews shopping features before they hit everyone. Testing here shows you where discovery is heading, not just where it is. Worth a look for early signal.
5. Microsoft Copilot
Copilot answers shopping questions inside the Microsoft ecosystem. A different index, different results. Test it to catch gaps that don't show up in ChatGPT or Google.
6. Gemini in Google apps
Gemini surfaces recommendations across Google's products. Ask it your buyer questions and compare its answers to the Overviews. Inconsistencies tell you where your data is thin.
7. In-platform assistants
Marketplaces and platforms are adding their own shopping assistants. Wherever you sell, test the native assistant. Your data may read fine on one surface and vanish on another.
8. Your own audit prompts
Beyond any single tool, build a fixed set of buyer prompts and run them monthly across every agent. That's the loop we run in a WRKNG audit, so you track visibility over time instead of guessing.
Further reading
Frequently Asked Questions
Which AI shopping agents should Shopify brands test?
Start with ChatGPT shopping, Perplexity, and Google AI Overviews, then add Google Search Labs, Microsoft Copilot, Gemini, and any in-platform assistants where you sell. Each reads your data differently, so testing several reveals gaps a single tool would hide.
How do I test my store in AI shopping agents?
Build a fixed set of the exact questions your buyers ask, then run them across each agent and note where you're named and where you're skipped. Perplexity is especially useful because it cites sources, showing you why a store got picked.
How often should I test AI shopping visibility?
Run your buyer-prompt set monthly across every agent so you track visibility over time rather than checking once and guessing. Results shift as the platforms update and as competitors improve their data, so a repeated loop beats a one-off check.
Want to know if AI assistants can actually find and recommend your store? Get a free AI-visibility read on your Shopify store at WRKNG Digital. We show you exactly what ChatGPT, Perplexity, and Google AI see when they look at your products.
