By Steve Merrill, Founder of WRKNG Digital | July 3, 2026
Most Shopify merchants assume AI can find their products. Most of them are wrong. We ran 2,400 products through our AI commerce audit. Only 11% had the structured data required to be recommended by ChatGPT Shopping. Here are the 7 checks that tell you exactly where your store stands in about 30 minutes.
1. Search Your Brand Name in ChatGPT and Perplexity
Start here. Open ChatGPT and type "Tell me about [your brand name]." Then try "What does [your brand name] sell?" Do the same in Perplexity. If the AI says "I don't have information about [brand name]" or gives you incorrect information, your brand isn't well-indexed. That's a content and brand mention problem. If the AI mentions your brand but gets your products wrong, that's a structured data problem. Write down what you see — that tells you which layer is broken.
2. Search Your Main Product Category With No Brand Name
Now search for what your customers would actually ask an AI assistant. "Best [your product category] for [use case]" — for example, "best women's running shoes for flat feet under $100." Do you appear in the answer? If competitors appear and you don't, you have a discoverability gap. Take a screenshot. This is your baseline. We use Otterly to track these prompts over time, but a manual spot check right now costs you nothing.
3. Check Your robots.txt for AI Crawler Blocks
Go to yourdomain.com/robots.txt. Look for any of these crawlers in Disallow rules: GPTBot, CCBot, Anthropic-AI, PerplexityBot, BingBot, or a generic "Disallow: /" that blocks everything. Any one of these blocks cuts that AI platform's ability to index your site. I found this issue on our own site once — a broad disallow rule added by a security plugin. It's surprisingly common. The fix is a one-line edit. The cost of not fixing it is complete invisibility to one or more AI systems.
4. Run a Google Merchant Center Diagnostics Check
Log into Google Merchant Center and go to Diagnostics. Look at your feed quality score and your active error count. Errors in your product feed affect Google Shopping included — they affect every AI platform that sources product data from GMC, including Google AI Overviews and some Perplexity product results. Common errors: missing GTINs, mismatched pricing between the feed and the live site, and incorrect product taxonomy. Fix red items before yellow items. Each fix compounds.
5. Test Your Product Schema With Google's Rich Results Test
Go to Google's Rich Results Test and enter your best-selling product page URL. Click "Test URL." You should see Product structured data detected with all required fields populated: name, offers (price, availability), brand, and ideally aggregateRating and GTIN. If Product schema isn't detected, AI crawlers are inferring your product data from unstructured HTML. Inference is unreliable. A missing schema is a 1-2 hour fix that affects every AI platform simultaneously.
6. Check Your Microsoft Merchant Center Feed Status
ChatGPT Shopping runs on Bing's product index. If you're not in Microsoft Merchant Center, your products don't appear in ChatGPT Shopping recommendations. Log in (or create an account if you don't have one). Check if your feed is active and passing validation. The Microsoft feed format is nearly identical to Google's, so if your Google feed is clean, setting up Microsoft takes under an hour. This is the single fastest way to get into ChatGPT's shopping index.
7. Search for Your Products in Google Shopping With AI Overviews Enabled
Go to Google.com and search for your product category. If you see an AI Overview at the top, click the products mentioned. Are your products there? Then try a more specific query (the kind your customer would actually type). "Where can I buy [specific product type] that ships fast?" If competitors appear in the AI Overview product carousel and you don't, you have a feed quality or structured data gap that's costing you traffic right now. Document what you see and compare it against your Merchant Center diagnostics.
How We Chose This List
These 7 checks are ordered by time investment. Checks 1-3 take about 10 minutes combined. Checks 4-7 take another 20 minutes. Together, they give you a complete picture of your AI discoverability without any paid tools.
FAQ
How do I know if AI can find my Shopify products?
Run the 7 checks above. Specifically: search your brand name in ChatGPT and Perplexity, check your robots.txt for crawler blocks, run Google Merchant Center diagnostics, and test your product schema with Google's Rich Results Test. These four checks alone cover the most common AI invisibility causes.
Why don't my Shopify products appear in ChatGPT Shopping?
ChatGPT Shopping uses Bing's product index via Microsoft Merchant Center. If you're not registered in Microsoft Merchant Center or your feed has errors, your products won't appear. This is separate from your Google Merchant Center setup. Both need to be live and passing quality checks.
Why does AI give wrong information about my brand?
AI language models build brand knowledge from web content (your site, third-party mentions, press coverage). If your site has thin content, no Organization schema, and few third-party mentions, AI models may have incomplete or inaccurate information. Create an llms.txt file and publish more authoritative content about your brand and products to improve AI brand knowledge.
How long does it take for AI to index my Shopify store after making changes?
Technical changes (schema markup, robots.txt, feed fixes) take 7-14 days to propagate through AI systems. Feed quality changes in Merchant Center update within 48-72 hours. New content you publish takes 2-6 weeks for AI systems to index and incorporate into answers.
Do I need a special Shopify app to make my store visible to AI?
No. The core AI visibility changes (schema markup, feed quality, robots.txt, llms.txt) are all accomplishable without third-party apps. Several apps accelerate the work, but the fundamentals don't require them. Start with the 7 checks. Fix what you find. That alone will put you ahead of most competitors.
Want to skip the manual checks? Our AI commerce audit runs all 7 of these plus 17 others in one pass and gives you a prioritized fix list. Get your free audit here.
