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Data study of 301025 AI answers: how often Shopify is cited by ChatGPT, Gemini, Perplexity, Claude and Grok, month by month over 13 months.
Shopify is cited in 0.91% of measured answers over the last three months, which places it eighth of the platforms tracked. It is cited by all five models, most often by Gemini at 1.54% and least often by Claude at 0.08%.
Shopify is cited far beyond what a platform ranking suggests, because merchant storefronts inherit the platform signature.
A citation rate of 2% means the source was cited twice for every 100 measured answers. Rates are computed per model against the number of answers of that model, so a model with a smaller sample never distorts a column. A source cited several times inside one answer is counted once per company block, which keeps a single verbose answer from dominating a month.
The gap between the model that cites Shopify most and the one that cites it least is 1.46 points. That spread, not the average, is what should decide a budget: the same work returns most on Gemini and least on Claude. Across all tracked platforms, Shopify ranks eighth.
Over the 13 months measured, Shopify moved from 0.32% in August 2025 to 0.68% in August 2026, with a peak of 2.75% in January 2026. Averaged over the first three months against the last three, the movement is minus 0.61 points.
Most citations counted here are not the Shopify corporate site, they are merchant stores running on it. That makes the number a proxy for how often the models cite independent online stores rather than marketplaces, and it explains why the rate concentrates in retail and fashion. For a merchant, the useful conclusion is that a well structured store page can be cited directly, without going through a marketplace or a review platform. The technical baseline matters here: crawlable product pages, complete descriptions and visible pricing.
Every number on this page comes from the public Sorank dataset. The underlying figures, the monthly detail and the filters are available here:
Open the source data on data.sorank.com
Data updated on 2026-08-26.
This study is free to quote, in an article, a deck or a report. Please cite the source and the measurement period, because the numbers move every month.
Sorank (2026). Shopify AI Citation Study: Does Shopify Get You Cited by the AIs. Sorank GEO studies, measured on 301025 AI answers collected between August 2025 and August 2026. Available at https://www.sorank.com/data/shopify-ai-citation-study
The same panel, read from another angle:
This study describes a market. Sorank measures your site: which questions mention you, which mention someone else, and what to publish to change that, tracked weekly across the same five AI.
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Shopify is cited by all five models measured. Gemini cites it most, in 1.54% of its answers, and Claude least, in 0.08%. The full model by model breakdown is on this page.
On 301025 answers from five AI, collected between August 2025 and August 2026, with every cited source extracted and normalised. The citation rate is the number of citations per 100 measured answers. The public dataset is on data.sorank.com.
It means stores built on it are cited often in this panel, which reflects both its market share and the fact that its default templates expose product information cleanly. The lesson is about page structure, not about choosing a vendor.
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