Creator and merch stores: AI visibility

Which brands ChatGPT recommends for creator and merch stores. 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 creator and merch stores an estimated 33 times a month: a modeled estimate from Google volume for the demand keyword "sell merch online", with wide error bands, not a measurement.

#	Brand	Visibility Score	Mention rate	Share of voice	Citation Rate	Sentiment	Prominence
1	Shopify	89	94.4%	42.9%	85.0%	78%	88
2	Fourthwall	32	38.9%	16.7%	25.0%	57%	66
3	WooCommerce	21	27.8%	11.9%	15.0%	80%	54
4	Squarespace	13	16.7%	7.1%	5.0%	17%	50
5	Big Cartel	13	16.7%	7.1%	5.0%	64%	50
6	Gumroad	5	5.6%	4.8%	10.0%	33%	83
7	Square Online	5	5.6%	2.4%	15.0%	78%	76
8	Lightspeed	5	5.6%	2.4%	0.0%	33%	63
9	BigCommerce	4	5.6%	2.4%	0.0%	57%	59
10	Webflow	3	5.6%	2.4%	0.0%	50%	18
11	Wix	0	0.0%	0.0%	0.0%	9%	0
12	Adobe Commerce	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%	80%	0
15	PrestaShop	0	0.0%	0.0%	0.0%	!	0
16	OpenCart	0	0.0%	0.0%	0.0%	!	0
17	Salesforce Commerce Cloud	0	0.0%	0.0%	0.0%	!	0
18	Volusion	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	Medusa	0	0.0%	0.0%	0.0%	!	0
22	Payhip	0	0.0%	0.0%	0.0%	!	0
23	Shopware	0	0.0%	0.0%	0.0%	!	0
24	commercetools	0	0.0%	0.0%	0.0%	!	0
25	Sellfy	0	0.0%	0.0%	0.0%	!	0

The prompts in this topic

Every creator and merch stores prompt in the demo, asked on ChatGPT about once a day. Read the answers exactly as given, searches and sources included.

Prompt	Chats
I'm a small creator selling stickers and shirts, on a tight budget, which tool should i use to set up a simple merch store with low upfront costs?15 chats	15
we run a podcast and want a merch store that handles limited-run drops and preorder tees, which platform is best for that?15 chats	15
as an illustrator selling prints, shirts and digital downloads, what software should i use that supports variants and instant digital delivery?15 chats	15
I'm a one-person maker with no dev skills, which hosted ecommerce platform should i pick to sell custom merch and handle fulfillment?15 chats	15
for a creator collective with multiple contributors and payouts, which platform or plugin should we use to manage stores and split revenue?15 chats	15
we want to sell small-run fan apparel and integrate with print-on-demand suppliers, which ecommerce platform works best for that?15 chats	15
is there a platform i should use that lets me sell merch on my existing site and handle cart/checkout seamlessly?15 chats	15
as a musician selling physical merch at shows and online, which ecommerce solution should i use that supports POS and online store together?16 chats	16
I'm a photographer wanting to sell prints and branded gear, which ecommerce software handles print fulfillment and shipping options cleanly?15 chats	15
for a streamer with lots of limited-edition drops, which platform should i use that supports product scarcity, variants and fast checkout?15 chats	15
we need an ecommerce platform that makes it easy to sell international merch with localized pricing and duties, which should i consider?15 chats	15
I'm a fashion designer launching a small clothing line with custom tags, which ecommerce software should i choose to manage SKUs and production runs?16 chats	16
for a creator selling bundles (shirt + poster + digital track), which platform handles bundle products and combined shipping best?15 chats	15
which platform should i use that integrates easily with social platforms for direct shopping from posts and livestreams?15 chats	15
I need an ecommerce solution that supports discount codes, affiliate links and influencer promo tracking, which tool should i pick?15 chats	15
for a creator selling worldwide, which software handles VAT, customs, and multiple currencies without heavy manual setup?16 chats	16
I'm launching a merch store alongside a subscription service, which ecommerce platform should i use that can integrate with membership systems?15 chats	15
as a small team selling custom merch at live events and online, which integrated POS + ecommerce platform should we look at?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.