Notes on being found
Shoppers have started asking assistants what to buy, and those assistants can only recommend what they can read. Plain writing on making a store legible to them — and to Google, which hasn't gone anywhere.
- October 18, 2026
Can Shopify merchants trust AI-written product copy without reviewing it before publishing?
No. AI can help draft product copy, but it can also add details your product never had. Review every claim before it reaches a product page.
Read → - October 16, 2026
Should Shopify merchants trust a theme change that hasn’t been checked on the live store?
No. A deploy can succeed while shoppers still see the old theme, a draft theme, or a page where the new code never renders. Check the live URL, the source, the rendered page, and a real mobile viewport before calling the work done.
Read → - October 15, 2026
Should Shopify merchants send cold outreach from the same domain as order receipts?
No. Keep cold outreach away from the domain that sends order confirmations and password resets. Better yet, do not use Shopify’s email tools for cold outreach at all.
Read → - October 14, 2026
Should you show a cookie banner if your Shopify analytics run without cookies?
Maybe. Analytics without cookies can make your store simpler, but it does not settle the consent question on its own.
Read → - October 13, 2026
Should you add shipping and returns answers to Shopify Knowledge Base if policy pages already exist?
Usually, yes—but only where Shopify’s existing answer is missing, vague, or hard to use. Keep the full policy pages, then test the short questions shoppers actually ask.
Read → - October 12, 2026
Can a Shopify theme deploy even when your safety check fails?
Yes. A theme check and a theme push are separate steps unless you make the push depend on the check passing. We learned this the hard way with one small character in a deploy script.
Read → - October 11, 2026
Does an AI crawler visiting your Shopify store mean it will recommend you?
Not necessarily. A crawler visit shows that one system reached part of your store; a recommendation depends on the shopper’s question, your product data, and how the assistant chooses its answer.
Read → - October 10, 2026
Should Shopify merchants add llms.txt if Shopify already serves one?
Usually, no. Shopify already serves a managed AI discovery file for your store, and most merchants are better off checking it before adding a custom version they must maintain.
Read → - October 8, 2026
Should compatibility details live on every Shopify product page?
Yes. Filters help shoppers narrow a list, but the product page needs to state what the item fits, what it does not fit, and what else the buyer needs.
Read → - October 7, 2026
Should Shopify merchants test product pages without JavaScript before relying on app-powered product details?
Yes. If a detail affects whether someone can buy, understand, or trust a product, check that the page still makes sense before JavaScript runs.
Read → - October 6, 2026
Can a Shopify navigation make every page scroll sideways on mobile?
Yes. A navigation can make the whole page wider than a phone screen if part of the header exceeds the viewport. The important question is whether only the menu scrolls, or the whole page does.
Read → - October 5, 2026
Does Shopify product schema help AI assistants recommend your store, or is it only for Google?
Product schema still matters, but it is not the main route from a Shopify store to AI shopping tools. Shopify Catalog carries your product data to connected AI channels, so the product record itself needs attention too.
Read → - October 4, 2026
Should Shopify merchants grant an app access to customer data before it needs it?
Usually, no. An app should ask for the smallest set of permissions it needs for the feature you are using now, not for a feature it may offer later.
Read → - October 3, 2026
Can AI shopping agents recommend Shopify products that are hidden from search engines?
Sometimes. A product hidden from Google can still reach an AI shopping agent through Shopify Catalog or another sales channel, depending on which Shopify setting you used.
Read → - October 2, 2026
Can you measure whether AI assistants recommend your Shopify store?
You can check whether ChatGPT, Perplexity, Claude, and Gemini name your store for real shopping questions. But a mention count and a store-readiness check answer different questions.
Read → - September 30, 2026
Should Shopify merchants create collection pages for shopping questions, or are product pages enough?
Product pages answer questions about one item. Collection pages help people choose between several items, which is often what a shopping search is really asking.
Read → - September 28, 2026
Can you check whether AI can read your Shopify store without installing an app?
Yes, you can check a lot from your public storefront without installing anything. The important part is knowing which kind of AI access you mean: public product discovery, shopping agents, or private store data.
Read → - September 27, 2026
Should you fix missing AI mentions with a blog post or better product copy?
If an AI assistant misses your store on a product question, start with the product page. Use a blog post for the wider question that does not belong to one item.
Read → - September 26, 2026
Can a Shopify app audit your whole catalogue if it only checks the first 250 products?
No. Shopify limits a single product request to 250 products, not a whole catalogue. An app needs to keep paging through results, or use a bulk query, before it can honestly say it checked every product.
Read → - September 26, 2026
Should Shopify merchants check policy pages before asking AI shopping tools to recommend products?
Yes. Your shipping, return, refund, privacy, and terms pages can affect whether AI shopping channels have enough clear information to recommend your products with confidence.
Read → - September 25, 2026
Should you check ChatGPT alone, or test Perplexity, Claude, and Gemini too?
Check all four. They can use different product sources, search layers, and shopping paths, so one good ChatGPT answer does not tell you what shoppers see elsewhere.
Read → - September 24, 2026
Can ChatGPT recommend a Shopify product if its key details only appear in product images?
It might understand an image shown to it, but that does not mean the same details are available when ChatGPT is choosing products. Put buying details in product text as well as images.
Read → - September 22, 2026
Should you test lifecycle emails in sandbox before connecting live billing?
Yes. Test the billing path and the emails around it before live billing can affect a real merchant or customer. A preview proves the email looks right; it does not prove the event that should send it will happen.
Read → - September 20, 2026
Is your Shopify analytics broken if the tracking snippet isn’t in the page source?
Not necessarily. A missing tracking snippet in View Source can mean the browser loaded it later, so check the requests before deciding your analytics has failed.
Read → - September 19, 2026
Should product answers go in descriptions, or is an FAQ enough for AI shopping agents?
Put product-specific answers in the product description and product fields. Use FAQs for store-wide questions such as shipping, returns, and policies.
Read → - September 18, 2026
Should Shopify merchants block AI crawlers in robots.txt, or let them read product pages?
Usually, let crawlers read your public product pages. But first separate web discovery, AI training, Google Shopping, and Shopify Catalog, because robots.txt does not control all of them.
Read → - September 17, 2026
Can ChatGPT and Perplexity tell which Shopify product variant a customer should buy?
They can only work from the product and variant details they can read. Clear options, accurate availability, and useful product facts give them a better chance of matching a shopper to the right choice.
Read → - September 16, 2026
Can Google Search Console show whether ChatGPT and Perplexity can find your Shopify products?
No. Google Search Console shows how your store appears in Google Search, including Google’s own AI features. It does not report whether ChatGPT or Perplexity can find or use your products.
Read → - September 15, 2026
Should Shopify merchants use their main store domain for cold outreach?
Usually, no. Your store domain carries receipts, password resets, and support replies, so cold outreach should not share its sender reputation.
Read → - September 14, 2026
Should Shopify recommendations personalize for anonymous visitors, or wait for customer data?
Don’t wait for a visitor to log in or buy before showing useful recommendations. Start with the product and the session, then use customer history when you have it.
Read → - September 12, 2026
Do Shopify stores need a cookie banner if their analytics don’t use cookies?
Not always. Whether you need consent depends on more than cookies: how your analytics work, what they collect, where visitors are, and whether an exemption applies.
Read → - September 11, 2026
Should Shopify product recommendations optimize for conversion rate or average order value?
Neither metric is enough on its own. The better question is whether recommendations create more revenue per visit without pushing shoppers toward the wrong products.
Read → - September 10, 2026
Should Shopify merchants use the same customer segments for email and SMS?
Use the same customer facts to decide who a campaign is for. Then make separate email and SMS segments, with each channel’s own consent and engagement rules.
Read → - September 9, 2026
Does your Shopify store need an llms.txt file, or is good product data enough?
Shopify now creates AI discovery files for your store. For most merchants, the work that matters is keeping product data complete, current, and easy for systems to read.
Read → - September 8, 2026
Can ChatGPT tell what makes your Shopify products different?
Your product page may make sense to someone who knows your store. An AI assistant needs the same facts stated clearly, in places it can read and match to a shopper’s question.
Read → - September 7, 2026
Should Shopify apps have permission to edit your theme?
Usually, no. Most apps can add what they need through app blocks or app embeds, leaving your theme files alone and giving you control in the theme editor.
Read → - September 6, 2026
Should Shopify product recommendations appear on the product page, in the cart, or both?
Product pages and carts answer different shopper questions. The useful choice is usually not one placement or the other, but giving each one a distinct job and measuring whether it helps.
Read → - September 4, 2026
Does your Shopify store scroll sideways on mobile, and how do you find the cause?
Sideways scrolling on a phone usually means one part of the page is wider than the screen. Here’s how to find it before hiding the problem with CSS.
Read → - September 2, 2026
Should Shopify merchants suppress recent buyers from promotional email and SMS?
Usually, yes. If someone has just bought the offer you are promoting, remove them from that campaign and its follow-up messages before they see another reminder.
Read → - August 31, 2026
Should Shopify merchants add product schema when their theme already has it?
Usually, no. First check what your live product pages already output, then fix gaps instead of adding a second copy of the same product data.
Read → - August 30, 2026
Should Shopify merchants rely on /products.json to show their full catalogue to AI tools?
No. `/products.json` can be useful for a quick public read of your store, but it is not Shopify’s authoritative catalogue feed for AI channels. Check that your eligible products are in Shopify Catalog, then treat public files as supporting context.
Read → - August 29, 2026
Should your Shopify store send the same promotion by email and SMS?
Yes, send the same offer across both channels. But don’t send the same message at the same time: email can explain the sale, while SMS gives a short, useful reason to act later.
Read → - August 29, 2026
Should abandoned-cart SMS follow email, or replace it?
For most stores, email and SMS should do different jobs in the same recovery flow. Start with email, then use one careful SMS for people who can receive it and still have not ordered.
Read → - August 29, 2026
Should your Shopify welcome flow ask for an SMS opt-in before offering a discount?
Usually, no. Give the email offer when someone joins your email list, then invite them to opt into SMS separately if it makes sense for your store.
Read → - August 28, 2026
Do AI product recommendations work if you can’t measure them against a holdout?
They may generate sales. But without a holdout group, you can’t tell whether those sales happened because of the recommendations or would have happened anyway.
Read → - August 26, 2026
UCP, plainly: the protocol that lets AI assistants buy from your store
The Universal Commerce Protocol, launched by Google and Shopify in January, is how AI assistants complete purchases instead of just recommending products. What it is, how discovery works, and the ten-second check to see where your store stands.
Read → - August 21, 2026
See your store the way ChatGPT sees it — free
We built a scanner that reads your storefront the way an AI assistant does: public URLs only, no install, no signup. Here's what it checks, what it found on real stores, and why the outside view is the honest one.
Read →
