How to get your products recommended by ChatGPT
How ChatGPT picks the products it shows, what a Shopify store already gets through Shopify Catalog, and the steps that make products easier to recommend.
What this is for
ChatGPT now answers shopping questions with product cards: pictures, details, prices and links to buy. OpenAI says those results are chosen by ChatGPT itself and are not paid placements, so there is no ad budget that buys your way in. What decides it is the product data ChatGPT can read and what the rest of the web says about your products. source, checked 1 October 2026
For a Shopify store the question is not how to get in. Your catalog is already connected through Shopify Catalog, with no application or setup. The question is how to get chosen. This guide works through that, using only what OpenAI and Shopify say in their own documentation. AI shopping changes quickly, so re-read both every couple of months. source, checked 1 October 2026
Time needed and what you need
Time needed: about 4 hours for a 30-product store. An hour checking eligibility and asking ChatGPT what it shows today, then roughly five minutes per product on descriptions, attributes and categories.
- Staff access to Products, Settings and Sales channels in your Shopify admin
- Your reviews, exported or open in your review app
- The questions customers ask before buying, from emails, chat or reviews
- A ChatGPT account, to see what it shows for your products today
The steps
Check eligibility first; nothing else matters if your products are not being shared. Then work on the product data, the reviews and the pages around them.
1. Check that ChatGPT can see your catalog
In your Shopify admin, open Sales channels, then Agentic, and confirm Shopify Catalog access for ChatGPT has not been switched off. To sell on the ChatGPT channel your store has to sell to customers in the United States, though it can be based anywhere. source, checked 1 October 2026
While you are there, make sure your terms of service, privacy policy and return and refund policy are filled in under Settings, then Policies. Shopify lists all three as requirements for the ChatGPT channel. source, checked 1 October 2026
2. Ask ChatGPT what it shows today
Before changing anything, ask ChatGPT five or six shopping questions in your customers' own words: the product type, the problem it solves, a budget. Note which products appear, yours or a competitor's, and what the card says about each. ChatGPT may write its own shorter titles and descriptions from the data it receives, so a card that reads oddly usually points at a gap in your own product data. source, checked 1 October 2026
3. Write descriptions that answer real buying questions
ChatGPT shows a product when it judges it relevant to what the shopper asked. If your customers ask whether a cleanser is safe for sensitive skin, the description should say so plainly, with the detail that backs it up: what is in it and what is left out. Your customer personas tell you which questions matter most to which buyer. source, checked 1 October 2026
Write in plain sentences. The model reads for meaning, so a description that repeats the same phrase five times gives it less to work with, not more.
4. Fill in every product field and category
Structured product data, such as price and description, is the first thing OpenAI lists among what ChatGPT weighs. Shopify's advice for its catalog is the same: complete titles, descriptions, images, categories, variants, options, prices and inventory. Empty fields give the model less to match a question against. source, checked 1 October 2026
If you keep details such as material, size or ingredients in metafields or in the product title, Shopify Catalog Mapping lets you point the catalog at the right field. Without it, those details may never reach the AI channel. source, checked 1 October 2026
- Category: the most specific one Shopify offers for the product
- Variants: every size and colour as its own option, with its own stock
- Images: the product alone, plus one in use
- Description: what it is, who it is for, what it is made of, how to use it
5. Keep price, stock and shipping accurate
When several stores sell the same item, ChatGPT ranks the merchants. Availability and price are both on OpenAI's list of factors, so a product that is out of stock or priced differently on your site than in your catalog loses ground. Keep inventory tracked in Shopify rather than switched off. source, checked 1 October 2026
Expect a lag. OpenAI says changes to pricing and shipping terms can take time to appear, so do not judge a price change by what ChatGPT shows the same afternoon. source, checked 1 October 2026
6. Earn reviews that say something specific
ChatGPT can show a summary of what reviewers like and dislike, written from reviews on public websites. A review that names the worry and the outcome, such as "I was worried it would sting and it didn't", gives that summary something useful to say. "Love it!" does not. Ask for reviews a week or two after delivery and prompt for the before and after; the review request flow is built for this. source, checked 1 October 2026
7. Publish pages that answer buying questions
OpenAI says ChatGPT also draws on other third-party content and on what the model already knows before it searches. Guides and comparisons on your own blog, and mentions on other sites, become part of what the web says about your products. Write the pages your customers would want before buying: how to choose a size, which product suits which need, how yours compares with the usual alternative. How Tilly's SEO agent writes these. source, checked 1 October 2026
8. Be the most complete seller of your own products
Whether a merchant is the maker or main seller of an item is one of the ranking factors OpenAI names. If resellers or marketplaces list your products too, make sure your own listing is the fullest and most accurate one: the real brand name, every variant, current stock and your own photos. source, checked 1 October 2026
9. Keep claims safe and disclosures early
If a product needs a legal disclosure, such as a warning or an allergen note, put it near the top of the description. Shopify asks for relevant disclosures within the first 6,000 characters for the ChatGPT channel. Products in OpenAI's prohibited categories are not shown at all, and health claims you cannot back up are a risk on every channel. source, checked 1 October 2026
A worked example
For a skincare store with 30 products and 1,200 reviews
Worked example (an invented store, with invented numbers)
The store asks ChatGPT 6 questions its customers ask, such as "fragrance-free moisturiser for sensitive skin". Its products appear for 1 of the 6. Checking the admin, 11 of its 30 products have no category set, and 9 descriptions are a single line with no ingredients.
Over two afternoons it sets a category on all 11, rewrites the 9 thin descriptions to say who each product is for and what is left out of it, and moves an allergen note on 2 products from the bottom of the page to the first paragraph.
It also changes its review request email to ask "What were you worried about before you tried it?". Of the next 80 reviews, 31 name a worry and whether it came true. Six weeks later it asks the same 6 questions and its products appear for 3 of them. The store treats this as a reason to keep going, not as proof: results are personal to each shopper and change over time.
Common mistakes
Stuffing descriptions with keywords. ChatGPT reads for meaning and may rewrite your title anyway. One clear sentence about who the product is for does more than a list of search terms.
Blocking AI crawlers in robots.txt and thinking that hides your products. Shopify says crawler blocking only affects open-web discovery; your catalog data still goes to the AI channels you have switched on. To stop that, use the Agentic settings. source, checked 1 October 2026
Treating catalog inclusion as a ranking. Being in Shopify Catalog does not guarantee a product appears in any particular answer, and each AI channel decides its own ranking. Work on the data and the reviews, and judge progress over weeks. source, checked 1 October 2026
Making claims you cannot back up. A description that promises results invites a rewrite at best and removal at worst, and it is the same claim a regulator or an ad reviewer would object to. Describe what the product is and let reviews speak for outcomes.
Doing this with Tilly
The free Shopify store audit reads your storefront and reviews and builds your customer personas, which is where the buying questions in step 3 come from. It needs only your store URL.
Tilly's SEO agent writes product titles, meta descriptions and image alt text, and each one is written to Shopify only when you press Apply. It also writes blog posts with cited research and an FAQ; an approved post goes to your Shopify blog as a hidden draft unless you choose to publish it live. It does not change your product descriptions or your Agentic settings for you.
Questions people ask
Do Shopify stores need to do anything to appear in ChatGPT?
No setup is needed. OpenAI says product data from Shopify stores is already integrated into ChatGPT through Shopify Catalog. What you can improve is the quality of that data and what the web says about your products. source, checked 1 October 2026
Can I pay to rank higher in ChatGPT shopping results?
No. OpenAI says product results are selected independently and are not ads, and that ads are shown separately from product results. source, checked 1 October 2026
Do reviews matter?
Yes. In OpenAI's own example, ChatGPT weighs available options, price, reviews and ease of use against what the shopper asked for, and it can show review summaries drawn from public websites. source, checked 1 October 2026
Where does the customer pay?
On your own store. OpenAI says purchases are completed on merchant-owned websites or apps, and Shopify says ChatGPT shoppers check out in your online store checkout, so your payment methods and branding carry over. source, checked 1 October 2026
Sources
- Shopping with ChatGPT Search (OpenAI Help Center), checked 1 October 2026
- Power product discovery in ChatGPT (OpenAI (ChatGPT for merchants)), checked 1 October 2026
- Selling on ChatGPT (Shopify Help Center), checked 1 October 2026
- Shopify Catalog (Shopify Help Center), checked 1 October 2026
- Shopify Catalog and product discovery for agentic storefronts (Shopify Help Center), checked 1 October 2026
See this on your own store
Paste your store URL. The first pass takes about a minute and needs no account. Save a card (nothing is charged) and Tilly reads the whole store and works out who buys from you.