How to Check If ChatGPT Recommends Your Store (Step-by-Step)

Most Shopify store owners have no idea whether ChatGPT, Perplexity, Google AI Overviews, or other AI systems recommend their products to millions of users asking questions every day. This guide shows you exactly how to find out—and what to do if your store is invisible to AI.

Why You Need to Check If AI Recommends Your Store

AI recommendations have become a major source of traffic. When someone asks ChatGPT “Where should I buy sustainable running shoes?” or “What’s the best budget fitness tracker?”, the model’s recommendation can drive significant traffic to the recommended store. If your store isn’t in those recommendations, you’re losing qualified customers.

Unlike traditional search engine rankings, AI visibility is harder to see and track. You can’t check Google Search Console to see how often ChatGPT mentioned your store. There’s no public data showing you where your brand appears in AI responses. This invisibility costs you real revenue.

The good news? You can manually check right now using the prompts below. And if you find you’re invisible, we’ll show you how to fix it.

Step 1: The Manual Method—Test ChatGPT

Start with ChatGPT, the most widely used AI model. You’ll type specific prompts designed to trigger product or store recommendations.

Prompt Template 1: Direct Category Recommendation

Type this into ChatGPT:

“What’s the best store for [your product category]? I want recommendations for where to shop online.”

Examples:

• “What’s the best store for sustainable athletic wear? I want recommendations for where to shop online.”
• “What’s the best store for vintage furniture? I want recommendations for where to shop online.”
• “What’s the best store for organic skincare? I want recommendations for where to shop online.”

Prompt Template 2: Specific Product Type

Type this into ChatGPT:

“Where should I buy [specific product type] online? Which stores are best?”

Examples:

• “Where should I buy budget wireless earbuds online? Which stores are best?”
• “Where should I buy high-quality coffee online? Which stores are best?”
• “Where should I buy eco-friendly water bottles online? Which stores are best?”

What to Look For in ChatGPT’s Response

When ChatGPT responds, look for:

• Brand name mentions: Does ChatGPT mention your store by name?
• Product recommendations: Does it recommend specific products you sell?
• Direct links: Does it provide a link to your store (some versions do)?
• Competitor mentions: Who else appears in the recommendation?

If your store is mentioned, take a screenshot. If it’s not, note it—you’ll use this data later.

Step 2: Check Perplexity with the Same Queries

Perplexity is another major AI platform gaining rapid adoption. It emphasizes real-time information and citations, so it may recommend different stores than ChatGPT.

Go to perplexity.ai and run the exact same prompts:

• “What’s the best store for [your category]?”
• “Where should I buy [product type] online?”

Perplexity typically includes citations, so you’ll see source links. Look for whether your store or website is cited as a source for product recommendations.

Step 3: Check Google AI Overviews

Google AI Overviews appear at the top of Google Search results. If your store isn’t visible here, you’re missing traffic from searchers who read the AI summary instead of clicking through to actual websites.

Go to Google Search and search for:

• “best store for [your category]”
• “where to buy [product type] online”

Look at the Google AI Overview section at the top. Does your store appear? Is your content cited? Google AI Overviews pull from search results, so if you rank well organically, you’re more likely to appear here.

What to Look For in AI Responses

When reviewing AI recommendations across platforms, evaluate your visibility using these criteria:

• Brand name recognition: Does the AI mention your store by name, or only your domain?
• Frequency: Does your store appear in multiple recommendation categories?
• Position: Are you in the top recommendation or buried in the list?
• Product specificity: Does the AI know which specific products you sell?
• Trust signals: Does the AI cite your site as authoritative?

Strong AI visibility means your store appears unprompted, across multiple AI platforms, with specific product knowledge, and positioned as a trusted source.

The Problem with Manual Checking

This manual method works, but it’s not scalable. You might test 5-10 prompts today and feel confident. But next week? Next month? Your visibility changes—AI models are updated constantly, new competitors appear, and your content impacts your visibility.

Manual checking is also inconsistent. Different phrasing of the same question can yield different results. Checking once doesn’t tell you whether your visibility is improving or declining over time.

For most store owners, what they really need is automated, ongoing tracking.

The Automated Method: StoreAudit’s Free AI Visibility Check

Instead of manually typing dozens of prompts into different AI platforms, use StoreAudit’s free AI Visibility check. Here’s how it works:

• Enter your Shopify store URL
• We query ChatGPT, Perplexity, Google AI, and other major AI platforms with relevant product category prompts based on your actual products
• We analyze the responses to see if your store is mentioned, how often, and in what position
• You get a detailed report showing exactly where your store appears (or doesn’t) across all major AI platforms

No manual prompting. No guesswork. Just clear data about your AI visibility.

What to Do If You’re Invisible to AI

If your AI Visibility check reveals that ChatGPT, Perplexity, and Google AI don’t recommend your store, you’re not alone. But the fix is actionable:

1. Implement Structured Data

AI models and search engines use structured data (Schema.org markup) to understand your products, prices, and business details. Without it, they don’t have reliable information about what you sell. Read our guide on adding schema markup to your Shopify store.

2. Optimize Your robots.txt and llms.txt

Some AI platforms respect an llms.txt file that tells AI crawlers which content they should read. Make sure your store is crawlable and that you’ve created an llms.txt file pointing to your best content. See our detailed post on llms.txt for Shopify stores.

3. Enrich Your Product Content

AI models prefer detailed, original product content over generic manufacturer descriptions. Write unique product reviews, comparison content, and buying guides. The more distinctive content you have, the more likely AI systems will cite you as an authoritative source. Check out our content enrichment strategies for Shopify.

4. Build Authority in Your Niche

Create content that answers the exact questions customers ask AI models: “What’s the best [product]?”, “Where should I buy [category]?”, “How do I choose between [product types]?” The more you answer these questions publicly, the more likely AI systems will reference your store.

How to Track Your Visibility Over Time

One-time checks are useful, but the real value comes from tracking your progress. Here’s what to monitor:

• Monthly AI Visibility Reports: Run your AI Visibility check monthly to see if more AI platforms are recommending you
• Keyword Tracking: Monitor whether you rank higher in Google Search for questions AI models likely use as sources
• Traffic Attribution: Use UTM parameters and referrer tracking to measure how much traffic ChatGPT, Perplexity, and AI Overviews are actually sending to your store
• Competitive Benchmarking: Compare your AI visibility to your top 3 competitors. Are they appearing more often? In better positions?

As AI recommendation becomes more important to e-commerce, stores that actively track and optimize their AI visibility will pull ahead of competitors who ignore it.

Start Checking Today

You don’t need fancy tools to start. Spend 15 minutes today testing the manual prompts above in ChatGPT and Perplexity. See where your store appears. If you’re not showing up, now you know what to fix.

For ongoing tracking and faster, more comprehensive checks, try StoreAudit’s free AI Visibility tool. It’s designed specifically for Shopify stores, and it takes the guesswork out of understanding whether AI systems are recommending you.