Ecommerce platforms (general): AI visibility

Which brands ChatGPT recommends for ecommerce platforms (general). 18 of the ecommerce platforms demo's prompts belong to this topic; every brand below is scored on this topic's answers alone.

People ask ChatGPT about ecommerce platforms (general) an estimated 2,300 times a month: a modeled estimate from Google volume for the demand keyword "ecommerce platform", with wide error bands, not a measurement.

#	Brand	Visibility Score	Mention rate	Share of voice	Citation Rate	Sentiment	Prominence
1	Shopify	81	88.6%	29.6%	68.7%	64%	83
2	BigCommerce	47	56.1%	18.8%	39.8%	51%	68
3	WooCommerce	42	50.5%	16.8%	30.1%	38%	64
4	Adobe Commerce	23	27.5%	8.8%	2.4%	36%	66
5	Medusa	14	15.7%	5.6%	8.4%	50%	77
6	commercetools	11	12.5%	4.0%	2.4%	40%	70
7	Wix	10	12.5%	4.4%	4.8%	55%	53
8	Gumroad	5	5.6%	1.6%	2.4%	50%	68
9	Squarespace	4	5.4%	2.0%	3.6%	80%	60
10	Salesforce Commerce Cloud	4	5.0%	1.6%	4.8%	75%	62
11	Big Cartel	4	5.0%	1.6%	2.4%	25%	51
12	Fourthwall	4	4.2%	1.2%	3.6%	67%	69
13	Lightspeed	3	4.4%	1.6%	2.4%	50%	52
14	PrestaShop	3	3.3%	1.2%	1.2%	67%	57
15	Ecwid	1	1.4%	0.4%	0.0%	!	60
16	Payhip	1	1.4%	0.4%	0.0%	!	60
17	Square Online	1	1.1%	0.4%	4.8%	0%	60
18	Webflow	0	0.0%	0.0%	0.0%	!	0
19	Shift4Shop	0	0.0%	0.0%	0.0%	!	0
20	OpenCart	0	0.0%	0.0%	0.0%	!	0
21	Weebly	0	0.0%	0.0%	0.0%	!	0
22	Volusion	0	0.0%	0.0%	0.0%	!	0
23	Shopware	0	0.0%	0.0%	0.0%	!	0
24	Swell	0	0.0%	0.0%	0.0%	!	0
25	Sellfy	0	0.0%	0.0%	0.0%	!	0

The prompts in this topic

Every ecommerce platforms (general) prompt in the demo, asked on ChatGPT about once a day. Read the answers exactly as given, searches and sources included.

Prompt	Chats
I run a small handmade goods shop and need an easy hosted solution, which tool should i use to set up a storefront without coding skills?40 chats	40
we're a growing local retailer moving online with limited dev resources, what is the best software for scaling later?40 chats	40
my startup sells digital downloads and subscriptions, is there a platform that handles both well for creators?38 chats	38
I manage an enterprise catalog with thousands of SKUs and complex pricing, which ecommerce platform should i consider?39 chats	39
I'm a developer building a custom frontend, which headless commerce solution is best for flexibility and APIs?39 chats	39
we run a brick-and-mortar plus online biz and need omnichannel sync, what platform works best for inventory across channels?40 chats	40
I need multi-vendor marketplace functionality for artisans, which platform is best to support many sellers?39 chats	39
as a one-person shop selling print-on-demand items, what's the most cost-effective ecommerce software to start with?39 chats	39
we require B2B features like custom catalogs and net terms, which ecommerce platform supports B2B workflows out of the box?40 chats	40
I'm launching a subscription box service, which ecommerce tool handles recurring billing and fulfillment options well?40 chats	40
for an international store needing multi-currency and localized checkout, which platform do you recommend?40 chats	40
I'm concerned about PCI compliance and security, which hosted ecommerce platform minimizes my compliance burden?39 chats	39
for a high-traffic sales event and flash deals, which ecommerce solution handles spikes reliably?39 chats	39
we're an agency building multiple client stores and need multi-store management, which platform is best for that workflow?40 chats	40
I want an open-source store I can host myself and customize fully, which ecommerce software would you recommend?40 chats	40
I'm building a mobile app storefront and need commerce APIs, which platform has the most developer-friendly mobile integrations?39 chats	39
for a dropshipping business with many supplier integrations, which platform offers the best ecosystem for suppliers?41 chats	41
we're constrained by a tight monthly budget but need solid core ecommerce features, what software would you recommend?38 chats	38

Every number here comes from real ChatGPT answers to the prompts above, readable unedited. Rates carry 95% confidence intervals because AI answers vary run to run. See our full methodology.

Compare against the full Ecommerce Platforms live demo.

Data collected daily on ChatGPT. Last updated 14th Sep 2026. Every rate shows a 95% confidence interval. How we measure this.