What does WRKNG Digital do?

WRKNG Digital helps Shopify store owners optimize for AI-powered product discovery. We build the structured data, content strategy, and product feed optimizations that get your store recommended by ChatGPT, Google AI Overviews, and Perplexity.

Who is WRKNG Digital for?

Shopify store owners and DTC brand operators doing $500K to $10M+ in annual revenue who want to understand how AI is reshaping product discovery — and what to actually do about it.

What is the Free AI Commerce Audit?

A free tool that scores your Shopify store for AI discoverability across ChatGPT, Google AI Overviews, Copilot, and Perplexity. Identifies gaps in structured data, product feeds, and content extractability. Results delivered in 24 hours.

How does AI change product discovery for Shopify stores?

AI shopping assistants like ChatGPT and Perplexity now recommend products directly in conversation — without sending users to a search results page. Stores that aren't optimized for AI extraction are invisible to these systems, regardless of their Google SEO.

What is the GA4 AI Assistant traffic channel?

Google Analytics 4 added a default channel called 'AI assistant' in May 2026. It automatically classifies sessions that originate from ChatGPT, Gemini, Perplexity, Claude, and other AI platforms without any manual setup. You find it in Reports > Acquisition > Traffic acquisition.

Does the GA4 AI Assistant channel work with Shopify?

Yes. If your Shopify store has GA4 set up through the Google & YouTube channel app or via Google Tag Manager, the AI assistant channel populates automatically. No additional configuration needed to see the channel. You do need to build custom reports to break out individual AI platforms.

How do I separate ChatGPT traffic from Perplexity in GA4?

GA4's default AI assistant channel groups all AI platforms together. To split them, go to Admin > Channel groups > Create custom channel group and define rules by source (chatgpt.com, perplexity.ai, gemini.google.com, claude.ai). This gives you per-platform conversion data.

What conversion rate should I expect from AI-referred traffic?

Q1 2026 Shopify data shows AI-referred shoppers convert at nearly 50% higher rates than organic search visitors, with 14% higher average order values. That said, your numbers will vary by product category and how well your product data feeds AI recommendations.

What should I do with AI channel data once I have it?

Three things. First, identify which pages AI traffic lands on and make sure those pages have strong product schema and clear specifications. Second, compare AI vs organic conversion rate to see if there's a gap you need to close. Third, track weekly and correlate changes in AI traffic volume with changes to your product feed and content.

GA4 Added a Native AI Assistant Traffic Channel. Here's How Shopify Stores Should Use It.

By Steve Merrill | May 24, 2026

Since May 13, 2026, Google Analytics 4 automatically categorizes sessions from ChatGPT, Gemini, Perplexity, and Claude into a dedicated channel called "AI assistant." No custom UTMs. No manual tagging. It just shows up in Traffic acquisition.

Most Shopify stores have no idea this channel exists. That's a problem, because AI-referred traffic behaves completely differently from organic search — and if you're not measuring it, you're flying blind on one of the fastest-growing referral sources in ecommerce right now.

Why Does the AI Assistant Channel Matter for Shopify Merchants?

It matters because AI-referred shoppers have a different intent profile than Google searchers. They've already asked an AI a question, gotten a recommendation, and clicked through. That's not browsing behavior. That's buying behavior.

Q1 2026 data from Shopify shows AI-referred orders grew nearly 13x year-over-year. The visitors arriving from those AI recommendations convert at roughly 50% higher rates and generate 14% higher average order values compared to organic search traffic, according to Shopify's own analysis.

If you can't see that channel in GA4, you can't measure it, report on it, or make product and feed decisions based on what's actually working.

How Do You Find the AI Assistant Channel in GA4?

Go to Reports > Acquisition > Traffic acquisition. In the "Session default channel group" breakdown, you'll see a row labeled "AI assistant." It started populating on May 13 for most properties.

If you don't see it yet, check that your GA4 data stream is receiving events from Shopify. The most common cause of missing AI channel data is a broken GA4 setup — specifically, stores that haven't migrated to Shopify Checkout Extensibility, which became mandatory in January 2026. Without that, purchase events don't fire correctly and attribution breaks.

What Does the AI Assistant Channel Actually Tell You?

Four things worth tracking from day one:

Session volume. How much traffic is coming from AI platforms total? Even 2-3% of total sessions from AI is significant if those sessions have 50% higher purchase intent.

Conversion rate. Compare AI assistant purchase rate to organic search purchase rate. If AI is converting lower, your product pages probably aren't delivering enough specific information for buyers who arrived already knowing what they want.

Landing pages. The Landing page report, filtered to AI assistant, shows which pages AI platforms are routing people to. Usually it's a mix of specific product pages, a blog post, and sometimes a collection. Those pages should be your highest-priority for feed quality and schema work.

Revenue per session. This number is more useful than raw conversion rate for AI traffic because AI shoppers often have higher AOV. A store might convert less frequently from AI than from email, but generate more revenue per session because the order value is higher.

How Do You Break Out ChatGPT From Perplexity in GA4?

The default AI assistant channel groups all AI platforms into one bucket. That's useful for seeing total AI traffic, but it hides which platform is actually sending buyers versus browsers.

To split them, go to Admin > Channel groups > Create custom channel group. You can define rules by source. Set conditions like:

Source contains "chatgpt.com" → ChatGPT Shopping
Source contains "perplexity.ai" → Perplexity Shopping
Source contains "gemini.google.com" → Gemini
Source contains "claude.ai" → Claude

Once that custom group is live, you have per-platform conversion data. That tells you where to focus feed optimization. If Perplexity converts better than ChatGPT for your product category, that's a signal about where your product data is already strong (and where it isn't).

What Should You Do With the Data Once You Have It?

A few practical moves:

First, find your highest-traffic AI landing pages and run an audit. Does each page have complete product schema? Specific dimensions, materials, and use cases in the description? Real reviews on-page? AI platforms surface products that have clean, structured data — and those are the same pages buyers are arriving on.

Second, set a baseline now. You have two weeks of data since May 13. Write down your AI assistant conversion rate, AOV, and revenue per session for this period. Check it weekly going forward. Feed changes, new schema implementations, updated product descriptions — you'll start to see which ones move the AI channel numbers.

Third, if AI traffic is converting below your organic search rate, that's worth fixing before BFCM. The scale of AI-assisted discovery is growing fast — stores with a conversion gap today are leaving money on the table heading into the biggest shopping season of the year.

Want to know where your store stands on AI readiness? Check Your Store's AI Readiness →