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Commerce Platforms Citation Share

Ranks reviewed Commerce Platforms brands by their share of answer-level citations to reviewed brand domains.

Coverage: 12 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Citation share

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsAnswer providerBrand signal

12of 12 rows

Commerce Platforms Citation Share current rankings
Rank	Entity	Citation share	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	BigCommercecompany	28.3%	45.83%	16.18%	28.26%	3	62.5%	56.25%	100%	46	—	—	Analyze brand Why this rank
02	Salesforce Commerce Cloudcompany	23.9%	50%	17.65%	23.91%	3	25%	37.5%	100%	46	—	—	Analyze brand Why this rank
03	Shopifycompany	13.0%	66.67%	23.53%	13.04%	3	87.5%	75%	100%	46	—	—	Analyze brand Why this rank
04	WooCommercecompany	13.0%	22.92%	8.09%	13.04%	3	25%	25%	100%	46	—	—	Analyze brand Why this rank
05	Shopwarecompany	13.0%	12.5%	4.41%	13.04%	3	0%	12.5%	100%	46	—	—	Analyze brand Why this rank
06	commercetoolscompany	6.5%	20.83%	7.35%	6.52%	3	12.5%	6.25%	100%	46	—	—	Analyze brand Why this rank
07	Wix eCommercecompany	2.2%	2.08%	0.74%	2.17%	1	0%	0%	100%	46	—	—	Analyze brand Why this rank
08	Adobe Commercecompany	0.0%	37.5%	13.24%	0%	3	50%	37.5%	100%	46	—	—	Analyze brand Why this rank
09	Squarespace Commercecompany	0.0%	10.42%	3.68%	0%	3	25%	12.5%	100%	46	—	—	Analyze brand Why this rank
10	SAP Commerce Cloudcompany	0.0%	12.5%	4.41%	0%	3	12.5%	12.5%	100%	46	—	—	Analyze brand Why this rank
11	VTEXcompany	0.0%	2.08%	0.74%	0%	1	0%	0%	100%	46	—	—	Analyze brand Why this rank
12	Oracle Commercecompany	0.0%	0%	0%	0%	0	0%	0%	100%	46	—	—	Analyze brand Why this rank

Commerce Platforms Citation Share current rankings
Rank	Entity	Citation share	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	BigCommercecompany	28.3%	45.83%	16.18%	28.26%	3	62.5%	56.25%	100%	46	—	—	Analyze brand Why this rank
02	Salesforce Commerce Cloudcompany	23.9%	50%	17.65%	23.91%	3	25%	37.5%	100%	46	—	—	Analyze brand Why this rank
03	Shopifycompany	13.0%	66.67%	23.53%	13.04%	3	87.5%	75%	100%	46	—	—	Analyze brand Why this rank
04	WooCommercecompany	13.0%	22.92%	8.09%	13.04%	3	25%	25%	100%	46	—	—	Analyze brand Why this rank
05	Shopwarecompany	13.0%	12.5%	4.41%	13.04%	3	0%	12.5%	100%	46	—	—	Analyze brand Why this rank
06	commercetoolscompany	6.5%	20.83%	7.35%	6.52%	3	12.5%	6.25%	100%	46	—	—	Analyze brand Why this rank
07	Wix eCommercecompany	2.2%	2.08%	0.74%	2.17%	1	0%	0%	100%	46	—	—	Analyze brand Why this rank
08	Adobe Commercecompany	0.0%	37.5%	13.24%	0%	3	50%	37.5%	100%	46	—	—	Analyze brand Why this rank
09	Squarespace Commercecompany	0.0%	10.42%	3.68%	0%	3	25%	12.5%	100%	46	—	—	Analyze brand Why this rank
10	SAP Commerce Cloudcompany	0.0%	12.5%	4.41%	0%	3	12.5%	12.5%	100%	46	—	—	Analyze brand Why this rank
11	VTEXcompany	0.0%	2.08%	0.74%	0%	1	0%	0%	100%	46	—	—	Analyze brand Why this rank
12	Oracle Commercecompany	0.0%	0%	0%	0%	0	0%	0%	100%	46	—	—	Analyze brand Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

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Answer presence66.7%32/48 filtered answers mention or cite Shopify

Selected-set share33.3%Share of answer-presences among the compared brands, not market share

Owned citation answers56 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
Shopifyshopify.com	66.7%32/48	BASE	33.3%	149	5	6	3/3
Salesforce Commerce Cloudsalesforce.com	50.0%24/48	-16.7 pp	25.0%	34	10	11	3/3
BigCommercebigcommerce.com	45.8%22/48	-20.8 pp	22.9%	72	11	13	3/3
Adobe Commerceadobe.com	37.5%18/48	-29.2 pp	18.8%	59	0	0	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 7 source URLs`fcb71070`	ShopifyAdobe CommerceBigCommerce · C3 8 source URLs`391483b8`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 8 source URLs`ce733c66`
02 Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.recommendation	Shopify 6 source URLs`17c07159`	Shopify · C2 8 source URLs`984af637`	ShopifyBigCommerce 8 source URLs`2a359579`
03 Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 7 source URLs`bf16c29c`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 8 source URLs`5a156331`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 10 source URLs`550adfed`
04 Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.recommendation	ShopifyAdobe CommerceBigCommerce · C1 8 source URLs`e90e1f92`	Adobe CommerceSalesforce Commerce Cloud · C2 9 source URLs`86ce1b49`	Adobe CommerceSalesforce Commerce CloudBigCommerce · C1 9 source URLs`f7f57795`
05 Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?recommendation	ShopifyBigCommerce · C1 6 source URLs`1c4464bf`	ShopifyAdobe CommerceBigCommerce 7 source URLs`6e332c3e`	ShopifySalesforce Commerce Cloud · C1 8 source URLs`a2c718ff`
06 Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.recommendation	Shopify 5 source URLs`a9dd727e`	ShopifyBigCommerce · C1 7 source URLs`c3cf7f48`	Shopify · C1Salesforce Commerce Cloud · C1 9 source URLs`3ee05442`
07 Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?recommendation	ShopifyAdobe CommerceBigCommerce 9 source URLs`5fcc11f4`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 8 source URLs`c57b89a6`	No selected brand 9 source URLs`6ad0b997`
08 Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?recommendation	No selected brand 2 source URLs`eeb81225`	ShopifySalesforce Commerce Cloud 6 source URLs`6b773e03`	Salesforce Commerce Cloud · C1 8 source URLs`10dc82f4`
09 Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.commercial	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 9 source URLs`322dfe07`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 9 source URLs`a9d1a8a4`	Salesforce Commerce Cloud · C1 7 source URLs`29be877f`
10 How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?commercial	Shopify · C1Salesforce Commerce Cloud · C1 8 source URLs`27041565`	Salesforce Commerce Cloud · C1 8 source URLs`a2668c58`	Salesforce Commerce Cloud · C1 7 source URLs`980d946d`
11 Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.commercial	No selected brand 0 source URLs`e6e78c94`	No selected brand 4 source URLs`f335adb5`	No selected brand 0 source URLs`3ef4b08c`
12 Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.commercial	ShopifyBigCommerce · C1 6 source URLs`66e54f36`	ShopifyAdobe CommerceBigCommerce 9 source URLs`f69781a2`	ShopifySalesforce Commerce Cloud · C1BigCommerce 7 source URLs`d853534c`
13 Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?commercial	No selected brand 5 source URLs`d2a80651`	No selected brand 7 source URLs`038a16e3`	No selected brand 8 source URLs`ee757b53`
14 Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.commercial	ShopifySalesforce Commerce CloudBigCommerce · C1 4 source URLs`52d823a9`	Shopify 9 source URLs`c1943d52`	No selected brand 6 source URLs`e01d685b`
15 Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.commercial	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 7 source URLs`a73e1164`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 6 source URLs`a2ee5c46`	ShopifyAdobe CommerceSalesforce Commerce Cloud 5 source URLs`758e9906`
16 When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?commercial	No selected brand 7 source URLs`bc57ccdd`	Shopify · C1Salesforce Commerce Cloud · C1 8 source URLs`d6066b51`	Shopify · C1 9 source URLs`06ebbcb0`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position	Evidence
bigcommerce.com	11	10	3	#1	Open source ↗
salesforce.com	10	8	3	#1	Open source ↗
linkedin.com	8	8	3	#1	Open source ↗
oroinc.com	8	6	3	#1	Open source ↗
youtube.com	6	5	2	#1	Open source ↗
shopware.com	6	3	3	#1	Open source ↗
bettercommerce.io	5	4	3	#3	Open source ↗
virtocommerce.com	5	3	3	#1	Open source ↗
vendure.io	5	2	3	#1	Open source ↗
reddit.com	4	4	2	#2	Open source ↗
voyado.com	4	3	2	#1	Open source ↗
shopify.com	4	3	3	#6	Open source ↗
strapi.io	4	2	2	#2	Open source ↗
forbes.com	4	1	2	#2	Open source ↗
stripe.com	3	3	2	#4	Open source ↗
commercetools.com	3	3	2	#5	Open source ↗
broadleafcommerce.com	3	2	2	#1	Open source ↗
elogic.co	3	2	2	#1	Open source ↗
kore.ai	3	2	3	#1	Open source ↗
ontapgroup.com	3	2	2	#1	Open source ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

commerce-platforms-2026-07-27 / 4-commerce-platforms-2026-07-27-models-64232fd32583

Commerce Platforms Citation Share

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view