Genview for Shopify › Series: Shopify × AI Search
AI Cites Shopify Stores' Blog Posts, Not Their Product Pages [A Study of About 4,000 AI Citations]
Last updated: October 2, 2026 / Genview team, FID Ltd.
This is Part 1 (the research) of our series "Shopify × AI Search."
- Part 1: Which Shopify pages does AI cite? (this article)
- Part 2: How to Write Articles That AI Cites [A Practical Guide for Shopify Stores]
- Part 3: ChatGPT and Gemini Cite Stores Differently: What to Do for Each AI and How to Check
Key findings
- For shopping questions asked in English, 1 in 5 pages cited by AI (20.5%) was a Shopify store page
- Of those Shopify pages, 76% were blog posts. Only 6% were product pages
- For "how to choose" and "A vs. B" questions, not a single product page was cited. Product pages were cited almost only for "what's the best...?" questions
- How often AI cited Shopify pages varied a lot by AI: Gemini 36%, ChatGPT 25%, Grok 14%, Perplexity 5%
If you want your store to show up in AI answers, polishing your product pages is not enough. You need articles that answer the questions your customers ask AI.
Contents
- Why we studied which pages AI cites
- How we ran the study
- Finding 1: 1 in 5 AI citations is a Shopify store
- Finding 2: 76% of citations are blog posts; 6% are product pages
- Finding 3: Zero product pages cited for "how to choose" and "difference" questions
- Finding 4: Each AI cites Shopify stores differently
- Questions asked in Japanese
- Why product pages rarely get cited (interpretation)
- Three takeaways for Shopify stores
- FAQ
- Glossary
1. Why we studied which pages AI cites
More and more people skip the search engine before they buy. Instead, they ask ChatGPT or Gemini "What's the best...?" or "How do I choose a...?" In its answer, the AI often lists the pages it drew on as sources (citations). If your store is one of those citations, that is a way for customers to discover you.
Traditional SEO focused on getting product and category pages to rank high in search results. So which Shopify store pages does AI cite in its answers? To find out, we asked AI real shopping questions and checked every cited page, one by one.
2. How we ran the study
| Item | Details |
|---|---|
| Date | October 1, 2026 |
| AIs | ChatGPT, Gemini, Perplexity, Grok (all with web search on) |
| Questions | 50 questions in English: 10 categories (skincare, coffee, protein, apparel, camping gear, pet food, furniture, jewelry, gifts, sneakers) × 5 question types (how to choose, best picks, difference, how to use, problems) |
| Runs | The same 50 questions, asked twice (to check whether the results were stable) |
| Citations | Run 1: 1,728; Run 2: 1,704 (827 citations from 25 Japanese questions are counted separately in "7. Questions asked in Japanese") |
| How we identified Shopify | We opened every cited page and checked whether its content showed traces of Shopify, or whether its domain pointed to Shopify's servers |
| Conducted by | FID Ltd. (Genview) |
Note: AI answers change from day to day and from run to run, even for the same question. These numbers reflect the conditions above. Note: We asked Claude the same questions, but it did not return sources (cited URLs), so it is not included.
A note on how we identified Shopify stores: Many Shopify stores refuse to load when they get several requests in a short time (bot protection). If we had judged only by page content, those stores would have been counted as "not Shopify," and the share would have come out far lower than it really is (about 3% in this study). So we also checked whether each domain pointed to Shopify's servers. For every page whose content we could read, the two methods never disagreed.
3. Finding 1: 1 in 5 AI citations is a Shopify store
| Citations | Shopify store pages | Share | |
|---|---|---|---|
| Run 1 | 1,728 | 355 | 20.5% |
| Run 2 | 1,704 | 349 | 20.5% |
1 in 5 pages cited by AI is a Shopify store
Share of pages cited as sources in AI answers that belong to stores built on Shopify
Source: FID Ltd. (Genview) study, October 1, 2026. 50 English questions × 2 runs; ChatGPT, Gemini, Perplexity, Grok
In both runs, 1 in 5 citations was a Shopify store page. Out of 50 questions, at least one Shopify page was cited for 49 questions in Run 1 and 47 in Run 2. For almost every question, a Shopify store was among the sources.
AI answers do not cite only big media outlets and review sites. Individual stores have a real chance of being cited.
4. Finding 2: 76% of citations are blog posts; 6% are product pages
We sorted the cited Shopify pages (704 in total across both runs) by page type, based on the URL.
76% of cited Shopify pages are blog posts
704 cited Shopify store pages (both runs combined), sorted by URL
Source: FID Ltd. (Genview) study, October 1, 2026. 50 English questions × 2 runs; ChatGPT, Gemini, Perplexity, Grok
| Type of page cited | Count | Share |
|---|---|---|
| Blog posts (/blogs/) | 537 | 76% |
| Product pages (/products/) | 40 | 6% |
| Collections (/collections/) | 37 | 5% |
| Pages (/pages/) | 39 | 6% |
| Home page and other | 51 | 7% |
Three out of four were blog posts. Product pages were 6%, less than a tenth of the blog posts.
In other words, AI chose pages that answer the question in written text as its sources, rather than product pages, which are the store's "sales floor."
If your store only has product pages
A store with no blog has almost no way in to being cited by AI. Before customers can even weigh your quality or prices, your store is likely to have a hard time making it into AI's list of candidates.
5. Finding 3: Zero product pages cited for "how to choose" and "difference" questions
We broke down the cited Shopify pages by question type (both runs combined).
Zero product pages cited for "how to choose" and "difference" questions
By question type: blog posts' share of cited Shopify pages, and the number of product pages cited
Source: FID Ltd. (Genview) study, October 1, 2026. 50 English questions × 2 runs; ChatGPT, Gemini, Perplexity, Grok
| Question type | Example | Shopify citations | Blog posts | Product pages |
|---|---|---|---|---|
| How to choose | How do I choose coffee beans as a beginner? | 156 | 92% | 0 |
| Difference | What is the difference between light roast and dark roast? | 148 | 92% | 0 |
| How to use / problems | How can I wear sunscreen every day without breakouts? | 172 | 82% | 6 |
| Best picks | What are the best skincare brands for sensitive skin? | 228 | 51% | 34 |
For "how to choose" and "difference" questions, not one product page was cited in either run. Nearly all product page citations came from "what's the best...?" questions.
A "how to choose" question comes from a customer who hasn't picked a product yet and wants to know what to compare. Here, AI builds an answer that explains how to choose. A product page, which describes a single product, is hard to use for that.
This means that at the moment a customer first starts choosing, product pages don't get a turn. To be cited at that moment, you need articles that explain how to choose and compare options.
6. Finding 4: Each AI cites Shopify stores differently
How often Shopify stores are cited varies 7x by AI
Shopify store pages' share of the pages each AI cited (both runs combined)
Source: FID Ltd. (Genview) study, October 1, 2026. 50 English questions × 2 runs; ChatGPT, Gemini, Perplexity, Grok
| AI | Citations | Shopify store pages | Share |
|---|---|---|---|
| Gemini | 1,275 | 459 | 36% |
| ChatGPT | 291 | 73 | 25% |
| Grok | 866 | 121 | 14% |
| Perplexity | 1,000 | 51 | 5% |
(Both runs combined)
- Gemini cited the most pages overall, and more than 1 in 3 of them were Shopify stores. About two-thirds of all Shopify citations came from Gemini
- ChatGPT lists fewer sources per answer, so its count was about one-sixth of Gemini's. But Shopify's share of its sources was fairly high, at 25%
- Perplexity cited many sources, but only 5% were Shopify stores
"Being cited by AI" looks very different depending on the AI. Being cited by one AI doesn't mean you are cited by the others. We cover these differences, and how to check each AI, in Part 3.
7. Questions asked in Japanese
We also asked 25 of the same questions in Japanese (the first half of the 10 categories). Of 827 citations, 73 were Shopify stores (8.8%). We think the share is lower than in English because many Japanese online stores use carts other than Shopify or sell through large marketplaces.
The pattern matched English: 66% of the Shopify pages were blog posts, and product pages got zero citations for "how to choose" questions.
8. Why product pages rarely get cited (interpretation)
From here on, this is our interpretation of the results.
Reason 1: They aren't written to answer questions
Product pages list specs, price, materials and sizes. But customers ask AI "Who is this for?", "How is it different from others?" and "How should I choose?" Most product pages have no text that answers these questions directly.
Reason 2: There's nothing to compare
When AI builds an answer, it compares and summarizes several sources. A page that describes only one product can't support a comparison answer like "Which is better, A or B?" or "Which one fits my budget?" The fact that product pages got zero citations for "difference" questions fits with this.
Reason 3: There's little text to cite
Product pages tend to be mostly images and short bullet points. AI cites text, so pages with little text are probably less likely to be cited.
Reason 4: Articles are shaped like answers
A blog post explains one topic step by step, with headings and paragraphs. The answer to a question is written out in one place, so it is easy for AI to use as material for its answer.
9. Three takeaways for Shopify stores
Takeaway 1: Have "answer articles" separate from your product pages
Articles get cited; product pages get the sale
How customers get from an AI answer to your store, and the role of each page
Product pages matter when customers are ready to buy. Separately, prepare articles that answer the questions customers ask AI. Think of it as a division of roles: articles get cited; product pages get the sale.
Takeaway 2: Start with "how to choose" and "difference" articles
For "how to choose" and "difference" questions, zero product pages were cited and over 90% of citations were blog posts. It's most efficient to start with articles that reach customers at the earliest stage, before they've picked a product.
Takeaway 3: Check results for each AI
Because each AI cites Shopify stores differently, you need to check "Am I being cited?" separately for each AI. After you publish articles, regularly check which AI cited you and for which questions, then add articles for the questions where you aren't cited.
We explain exactly how to write these articles in Part 2.
FAQ
Q. If I improve my product pages, will AI cite them? A. In this study, product pages were 6% of cited Shopify pages, and almost all of those came from "what's the best...?" questions. Good product pages matter when customers buy, but to be cited by AI, we think it is better to also have separate articles that answer questions.
Q. What kind of articles are more likely to be cited by AI? A. Articles that answer the question at the top and explain, in writing, how to choose and how options compare. Part 2 covers how to write them.
Q. Is there a difference between ChatGPT and Gemini? A. Yes. In this study, Gemini cited Shopify stores the most times, and Shopify's share of sources was 36% for Gemini and 25% for ChatGPT. Part 3 covers the differences between AIs.
Q. If I write a blog, will AI definitely cite it? A. Not necessarily. What this study found is that "most of the Shopify pages that were cited were articles." After you write, check whether each AI cites you, and add articles for the questions where you aren't cited.
Q. Can I create these articles with Shopify's built-in blog? A. Yes. In your Shopify admin, go to Online Store > Blog posts. You don't need to change your theme.
Glossary
- Citation: When AI names a page's URL or title as a source for its answer
- GEO (generative engine optimization): Work to make sure AI uses your information correctly in its answers and lists you as a source
- Product page: A Shopify page that sells one product (its URL contains /products/)
- Blog post: A page published with Shopify's blog feature (its URL contains /blogs/)
- Collection: A Shopify page that lists a group of products (its URL contains /collections/)