This is a live demo of the dashboard BigCommerce would see. BigCommerce is not a customer and has not endorsed this demo; the numbers are real, from ChatGPT answers collected daily (methodology). See your own brand's dashboard

Ecommerce Platforms

United States, English, ChatGPT
All topicsScore 30/100, 216 prompts Ecommerce platforms (general)Score 56/100, 18 prompts Small business ecommerceScore 24/100, 18 prompts Free and low-cost storesScore 5/100, 18 prompts Open source ecommerceScore 3/100, 18 prompts Selling digital productsScore 2/100, 18 prompts Headless commerceScore 54/100, 18 prompts Dropshipping storesScore 37/100, 18 prompts Subscription commerceScore 13/100, 18 prompts B2B ecommerceScore 75/100, 18 prompts Website builders with ecommerceScore 17/100, 18 prompts Creator and merch storesScore 4/100, 18 prompts Enterprise ecommerceScore 42/100, 18 prompts

Visibility Score, Headless commerce

Week of 24th to 30th Aug 2026 (in progress), ChatGPT, sampled 7 times per prompt. Hover a number for its 95% range.

from 38 last week

Who ChatGPT names in this topic

1 commercetools 18 answers 71
2 Shopify 15 answers 65
3 BigCommerce 14 answers 54
4 Medusa 12 answers 54
8 Adobe Commerce 3 answers 8
16 Gumroad 1 answers 5

All tracked brands ›

02040608010 Aug17 Aug24 Aug54
Weekly Visibility Score with its 95% band. Solid dots mark changes bigger than sampling error. Hover a point for its numbers.

Read the answers that mention you (14) Read the ones that do not mention you (8)

Share of Voice, Headless commerce

Week of 24th to 30th Aug 2026 (in progress). Hover the number for its 95% range.

from 15.0% last week

Competitors in this topic

1commercetools27.7%
2Shopify23.1%
3BigCommerce21.5%
4Medusa18.5%
5Adobe Commerce4.6%

All 25 tracked brands ›

0%5%10%15%20%25%10 Aug17 Aug24 Aug21.5%
Weekly share of voice with its 95% band. Solid dots mark changes bigger than sampling error. Hover a point for its numbers.

Read the answers that name you (14), name a competitor (20).

Citation Rate, Headless commerce

Week of 24th to 30th Aug 2026 (in progress). Share of answers that cite each brand's site.

from 13.5% last week

Competitors in this topic

1commercetools45.5%
2BigCommerce22.7%
3Medusa22.7%
4Shopify18.2%
5Gumroad4.6%

All 25 tracked brands ›

0%5%10%15%20%25%10 Aug17 Aug24 Aug22.7%
Weekly citation rate with its 95% band. Solid dots mark changes bigger than sampling error. Hover a point for its numbers.

Read the answers that cite your site (0).

See which pages get cited ›

Sentiment, Headless commerce

Week of 24th to 30th Aug 2026 (in progress). Positive share of your mentions, from 14 classified mentions.

from 50% positive last week

Competitors in this topic

1 Shopify 73%
2 Medusa 67%
3 commercetools 56%
4 Salesforce Commerce Cloud 43%
5 Adobe Commerce 33%
8 BigCommerce 14%

All 10 tracked brands ›

0%20%40%60%80%10 Aug17 Aug24 Aug14.3%
Weekly positive share with its 95% band. Weeks under 5 mentions carry the last measured value, marked on hover.

Read the positive (2), neutral (12), negative (0) mentions.

Your tracked prompts

The prompts we ask ChatGPT, by topic, and how often the answers mention BigCommerce.

PromptYour mention rate
I run a small clothing brand and want a headless backend that scales, which platform should i pick for flexibility and low maintenance? 0.0%
we're a mid-size retailer moving to a headless setup on a tight timeline, what's the best software for fast implementation? 100.0%
as a solo developer building a headless storefront for digital downloads, which tool offers the simplest API and dev experience? 0.0%
my agency builds custom frontends for clients, what platform should we recommend that supports multi-tenant stores and headless APIs? 100.0%
for a startup with limited funding, which headless commerce solution gives the best balance of cost and features? 100.0%
I manage an enterprise catalog with thousands of SKUs, which headless commerce platform handles complex product models and headless APIs well? 100.0%
we need to decouple checkout from the front end, what commerce platform should we use to support flexible headless checkouts? 100.0%
which headless commerce platform is best for integrating with a custom mobile app frontend? 100.0%
I want a CMS-first approach with commerce APIs, which platform should i use to power headless product pages? 0.0%
our team prefers serverless frontends and JAMstack, what headless commerce software fits that architecture best? 100.0%
which headless commerce solution offers the best developer tools and SDKs for modern frontend frameworks? 50.0%
we're a B2B wholesaler needing custom pricing and headless APIs, which platform supports complex B2B features? 100.0%
I run a subscription box business, what headless commerce platform should i choose that supports subscriptions via API? 100.0%
for international stores with multi-currency and localization, which headless commerce tool is most robust? 100.0%
I'm launching a digital marketplace with multiple sellers, which headless commerce software supports marketplace patterns via API? 0.0%
I want a hosted headless backend with minimal ops, what platform should i choose to avoid infrastructure headaches? 0.0%
we're building an omnichannel experience across web and in-store screens, which headless commerce platform supports unified APIs? 100.0%
which headless commerce platform should an ecommerce developer choose to maximize long-term portability and avoid vendor lock-in? 0.0%

What ChatGPT searches for

This week's 22 answers: 6 used live web search (27%), 16 came from memory (73%).

27% live web search73% from memory

Most frequent queries:

Fan-out QueriesTopicTimes run
Adobe Commerce B2B shared catalogs custom pricing headless API official Headless commerce 1
BigCommerce B2B Edition custom pricing headless APIs official Headless commerce 1
BigCommerce multi currency multi storefront headless international official Headless commerce 1
Convex managed backend features database auth file storage official Headless commerce 1
Firebase managed backend serverless official Headless commerce 1

ChatGPT's own queries, not what people type. Per-answer detail is on each prompt's answers page.