Open source ecommerce: AI visibility

Which brands ChatGPT recommends for open source ecommerce. 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 open source ecommerce an estimated 33 times a month: a modeled estimate from Google volume for the demand keyword "open source ecommerce", with wide error bands, not a measurement.

#	Brand	Visibility Score	Mention rate	Share of voice	Citation Rate	Sentiment	Prominence
1	Medusa	82	94.4%	26.9%	45.5%	57%	75
2	WooCommerce	75	83.3%	24.4%	27.3%	53%	78
3	Adobe Commerce	49	58.3%	15.4%	0.0%	17%	69
4	PrestaShop	39	47.2%	12.8%	13.6%	40%	62
5	Shopware	22	25.0%	6.4%	13.6%	60%	78
6	Shopify	18	27.8%	6.4%	0.0%	20%	29
7	OpenCart	13	16.7%	3.9%	0.0%	33%	54
8	Wix	3	5.6%	1.3%	0.0%	0%	16
9	Squarespace	3	5.6%	1.3%	0.0%	0%	16
10	BigCommerce	3	5.6%	1.3%	0.0%	17%	17
11	Square Online	0	0.0%	0.0%	0.0%	!	0
12	Webflow	0	0.0%	0.0%	0.0%	!	0
13	Shift4Shop	0	0.0%	0.0%	0.0%	!	0
14	Ecwid	0	0.0%	0.0%	0.0%	!	0
15	Volusion	0	0.0%	0.0%	0.0%	!	0
16	Sellfy	0	0.0%	0.0%	0.0%	!	0
17	Salesforce Commerce Cloud	0	0.0%	0.0%	0.0%	!	0
18	commercetools	0	0.0%	0.0%	0.0%	!	0
19	Weebly	0	0.0%	0.0%	0.0%	!	0
20	Swell	0	0.0%	0.0%	0.0%	!	0
21	Gumroad	0	0.0%	0.0%	0.0%	!	0
22	Payhip	0	0.0%	0.0%	0.0%	!	0
23	Big Cartel	0	0.0%	0.0%	0.0%	!	0
24	Lightspeed	0	0.0%	0.0%	0.0%	!	0
25	Fourthwall	0	0.0%	0.0%	0.0%	!	0

The prompts in this topic

Every open source ecommerce 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 want full control, which open source ecommerce platform should i self-host on a tight budget?15 chats	15
we're a 10-person startup building a headless storefront for high traffic, what open source ecommerce software would you recommend?16 chats	16
I'm a freelance developer building stores for clients who need custom integrations, which self-hosted ecommerce platform is easiest to extend?15 chats	15
our company needs multi-vendor marketplace features and total data ownership, which open source solution fits best?16 chats	16
I operate an international store with lots of tax and currency rules, which self-hosted ecommerce platform is best for complex localization?16 chats	16
as a solo founder with limited dev skills, which open source ecommerce platform gives a modern admin and easy theming?15 chats	15
we need a headless ecommerce backend to plug into our static site, which open source store software is best for APIs?15 chats	15
I'm building a subscription box service with recurring billing, which open source ecommerce platform should i self-host?16 chats	16
for an enterprise team needing scalability and containerized deployment, which open source commerce stack is recommended?15 chats	15
I sell both physical and digital products and want a single open source system, which self-hosted ecommerce software handles mixed catalogs well?15 chats	15
I care a lot about SEO and fast page loads, which open source ecommerce platform helps with performance and structured data?16 chats	16
I'm migrating from a hosted solution and want full control over data, which self-hosted ecommerce platform makes migration manageable?15 chats	15
which open source ecommerce platform has the best plugin ecosystem and active community support for developers?15 chats	15
for a low-traffic boutique store run by a non-technical owner, which self-hosted ecommerce software is easiest to maintain?15 chats	15
I need strong inventory and warehouse management in an open source ecommerce stack, which platform would you recommend?15 chats	15
as a SaaS company adding a small store to sell licenses, which self-hosted ecommerce solution integrates well with subscription and billing systems?16 chats	16
we need strong security and compliance controls for payments and customer data, which open source ecommerce platform should we choose?15 chats	15
for a growing store that needs to integrate with ERP and shipping providers, which open source ecommerce platform is most integration-friendly?15 chats	15

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 24th Aug 2026. Every rate shows a 95% confidence interval. How we measure this.