16 promptschecked Aug 23, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

As of

In front today

Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.

66.7%leading brand engine consensus

Ahead of second place: 0%
Held by the top three: 24%
Middle of the board: 66.7%
Below half the leader: 5 of 16

Highest 66.7%Middle 66.7%

Rank 1one bar per published rowRank 16

leading brand owned citation coverage: 0 on 9 of 16 rows · 3 checks behind each row · 100% confidence across rows.

Commerce platforms prompt brand leaders current rankings
Rank	Name	Leading brand engine consensus	Presence events	Citation URLS	Distinct reviewed brands	Change	Why
01	Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.	66.7%	6	4	5	7	This rank Run it
02	How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?	66.7%	5	15	4	2	This rank Run it
03	Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.	66.7%	9	12	7		This rank Run it
04	Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?	66.7%	13	11	10	5	This rank Run it
05	Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?	66.7%	4	17	3	8	This rank Run it
06	Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?	66.7%	6	16	4	4	This rank Run it
07	Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.	66.7%	3	13	2	6	This rank Run it
08	Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.	66.7%	5	15	3	1	Showing Run it
09	Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.	66.7%	7	12	4	4	This rank Run it
10	Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?	66.7%	11	10	6		This rank Run it
11	Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?	66.7%	10	8	5	4	This rank Run it
12	Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.	33.3%	5	13	5	6	This rank Run it
13	Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?	33.3%	3	7	3	2	This rank Run it
14	When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?	33.3%	1	14	1		This rank Run it
15	Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.	0.0%	0	4	0	1	This rank Run it
16	Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.	0.0%	0	7	0	4	This rank Run it

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence43.8%21/48 filtered answers mention or cite Shopify

Selected-set share33.9%Share of answer-presences among the compared brands, not market share

Owned citation answers46 answer-level URL signals on reviewed owned domains

Engine breadth2/3Engines 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	43.8%21/48	BASE	33.9%	46	4	6	2/3
BigCommercebigcommerce.com	39.6%19/48	-4.2 pp	30.6%	28	8	8	2/3
Salesforce Commerce Cloudsalesforce.com	25.0%12/48	-18.8 pp	19.4%	16	5	5	2/3
Adobe Commerceadobe.com	20.8%10/48	-22.9 pp	16.1%	14	0	0	2/3

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 CommerceBigCommerce · C1 6 source URLs`4fe5d248`	No selected brand 0 source URLs`2d10e70a`	ShopifyAdobe CommerceSalesforce Commerce Cloud · C1BigCommerce · C1 6 source URLs`25d7033e`
02 Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.recommendation	Shopify · C3BigCommerce 5 source URLs`280dfe95`	No selected brand 0 source URLs`68ca44a4`	ShopifyBigCommerce 7 source URLs`1e861c29`
03 Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 4 source URLs`08387163`	No selected brand 0 source URLs`61bfdef8`	Adobe CommerceSalesforce Commerce CloudBigCommerce 7 source URLs`6358d487`
04 Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.recommendation	Salesforce Commerce Cloud 5 source URLs`df8cf45d`	No selected brand 0 source URLs`91fb023b`	ShopifyAdobe CommerceBigCommerce · C1 10 source URLs`1bf89c04`
05 Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?recommendation	ShopifyBigCommerce 8 source URLs`2ceb5008`	No selected brand 0 source URLs`f45b515b`	Salesforce Commerce Cloud · C1BigCommerce · C1 10 source URLs`89a10a59`
06 Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.recommendation	Shopify 6 source URLs`6e29cfbf`	No selected brand 0 source URLs`600d317d`	Shopify · C1 8 source URLs`2e6e5fd1`
07 Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 6 source URLs`7707a9da`	No selected brand 0 source URLs`1434ade9`	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 5 source URLs`820a4a9b`
08 Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?recommendation	ShopifyBigCommerce 8 source URLs`20934c9a`	No selected brand 0 source URLs`e2651e73`	ShopifySalesforce Commerce Cloud · C1 9 source URLs`bd770b3d`
09 Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.commercial	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 5 source URLs`ba669c0a`	No selected brand 0 source URLs`fbd26a6f`	ShopifySalesforce Commerce Cloud · C1 7 source URLs`d54f5908`
10 How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?commercial	Shopify · C1BigCommerce · C1 9 source URLs`c731b2a9`	No selected brand 0 source URLs`fa5fff78`	Shopify 7 source URLs`aee54930`
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`79ebf693`	No selected brand 4 source URLs`256fa7d4`	No selected brand 0 source URLs`86c0db7c`
12 Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.commercial	ShopifyAdobe CommerceBigCommerce 4 source URLs`deda4153`	No selected brand 0 source URLs`dfb25815`	ShopifySalesforce Commerce Cloud 0 source URLs`7f89a88f`
13 Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?commercial	Salesforce Commerce Cloud · C1BigCommerce · C1 6 source URLs`1f3ab279`	No selected brand 0 source URLs`c1c69dcb`	No selected brand 4 source URLs`70c7f92e`
14 Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.commercial	No selected brand 5 source URLs`d0868466`	No selected brand 0 source URLs`f1ac401c`	No selected brand 2 source URLs`b279f54f`
15 Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.commercial	Shopify · C1Adobe CommerceBigCommerce · C1 10 source URLs`3db8b252`	No selected brand 0 source URLs`cd1fcc73`	ShopifyBigCommerce 5 source URLs`bb8fed8c`
16 When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?commercial	BigCommerce · C1 9 source URLs`f00427de`	No selected brand 0 source URLs`135675b4`	No selected brand 5 source URLs`04feec2c`

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
bigcommerce.com ↗	8	6	2	#1
gartner.com ↗	6	3	2	#2
salesforce.com ↗	5	4	2	#1
shopify.com ↗	4	6	2	#1
linkedin.com ↗	4	4	3	#1
oroinc.com ↗	4	3	2	#1
commercetools.com ↗	3	3	2	#2
shopware.com ↗	3	3	2	#2
spxcommerce.com ↗	3	3	2	#5
youtube.com ↗	3	3	2	#5
voyado.com ↗	3	2	1	#1
amasty.com ↗	3	1	2	#1
rank.ai ↗	2	2	1	#1
yotpo.com ↗	2	2	1	#1
broadleafcommerce.com ↗	2	2	1	#2
ivristech.com ↗	2	2	2	#2
kibocommerce.com ↗	2	2	1	#2
blog.nuorder.com ↗	2	2	1	#3
elasticpath.com ↗	2	2	1	#3
reddit.com ↗	2	2	2	#3

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

Published rank: #8
Score: 66.667 percent
Sample size: 3

100% confidence · 100% component coverage · as of Aug 23, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

All components available · 1 evidence record each

Components contributing to Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.'s rank
Component	Value	Weight	Contribution
public prompt brand presence events	5	0%	—
public prompt citation urls	15	0%	—
public prompt distinct reviewed brands	3	0%	—
public prompt engine disagreement	77.777778	0%	—
public prompt leading brand consensus	66.666667	100%	66.667
public prompt leading brand owned citation coverage	33.333333	0%	—
public prompt leading brand owned citation gap	33.333334	0%	—

WHY IT MOVED

down since prior snapshot

-1 ranks

public prompt leading brand owned citation gap100 → 33.333
-66.667
public prompt engine disagreement30.952 → 77.778
+46.825
public prompt leading brand owned citation coverage0 → 33.333
+33.333
public prompt leading brand consensus100 → 66.667
-33.333
public prompt brand presence events16 → 5
-11
public prompt distinct reviewed brands7 → 3
-4
public prompt citation urls17 → 15
-2

PRIMARY EVIDENCE

Source trail

7 public records

Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 23, 2026, 12:00 AM UTC5 presence_events100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt citation urls · observed Aug 23, 2026, 12:00 AM UTC15 urls100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 23, 2026, 12:00 AM UTC3 brands100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 23, 2026, 12:00 AM UTC77.778 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 23, 2026, 12:00 AM UTC66.667 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 23, 2026, 12:00 AM UTC33.333 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 23, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗

Cite this data

Free to reference with attribution. Copy a ready-made citation, or link to this page directly. The underlying table updates in place.

Plain textCommerce Platforms Prompt Brand Leaders. Rank.ai, data as of August 23, 2026. https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-prompt-brand-leaders
HTML<a href="https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-prompt-brand-leaders">Commerce Platforms Prompt Brand Leaders</a> — Rank.ai, data as of August 23, 2026
Markdown[Commerce Platforms Prompt Brand Leaders](https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-prompt-brand-leaders) — Rank.ai, data as of August 23, 2026
APARank.ai. (2026). Commerce Platforms Prompt Brand Leaders. Retrieved August 24, 2026, from https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-prompt-brand-leaders

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-prompt-brand-leaders">Commerce Platforms Prompt Brand Leaders</a> by Rank.ai</p>

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Commerce platforms prompt brand leaders

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.

Component ledger

down since prior snapshot

Source trail

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Company

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view