Commerce platform engine breadth

As of

All 12 companies by engine breadth

Shopify leads at 2 engines; the middle of the board sits at 1.5.

Ahead of second place: 0
Held by the top three: 33%
Middle of the board: 1.5

Rank, name and engine breadthMiddle 1.5

1Shopify2 engines
2BigCommerce2 engines
3Adobe Commerce2 engines
4Salesforce Commerce Cloud2 engines
5Wix eCommerce2 engines
6Squarespace Commerce2 engines
7WooCommerce1 engines
8SAP Commerce Cloud1 engines
9commercetools1 engines
10Oracle Commerce1 engines
11VTEX1 engines
12Shopware1 engines

The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

engines: 2 on 6 of 12 rows · 3 checks behind each row · 100% confidence across rows.

Commerce platforms engine breadth current rankings
Rank	Name	Engine breadth	Mention coverage	Share of names	Cited as source	Change	Why
01	Shopify	2 engines	39.58% · 19 / 48	28.36% · 19 / 67	30.43% · 7 / 23		This rank My rank
02	BigCommerce	2 engines	31.25% · 15 / 48	22.39% · 15 / 67	34.78% · 8 / 23		This rank My rank
03	Adobe Commerce	2 engines	18.75% · 9 / 48	13.43% · 9 / 67	0% · 0 / 23	1	This rank My rank
04	Salesforce Commerce Cloud	2 engines	14.58% · 7 / 48	10.45% · 7 / 67	17.39% · 4 / 23	1	This rank My rank
05	Wix eCommerce	2 engines	6.25% · 3 / 48	4.48% · 3 / 67	13.04% · 3 / 23	6	This rank My rank
06	Squarespace Commerce	2 engines	6.25% · 3 / 48	4.48% · 3 / 67	0% · 0 / 23	2	Showing My rank
07	WooCommerce	1 engines	10.42% · 5 / 48	7.46% · 5 / 67	0% · 0 / 23	1	This rank My rank
08	SAP Commerce Cloud	1 engines	4.17% · 2 / 48	2.99% · 2 / 67	0% · 0 / 23	3	This rank My rank
09	commercetools	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	0% · 0 / 23	2	This rank My rank
10	Oracle Commerce	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	0% · 0 / 23		This rank My rank
11	VTEX	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	0% · 0 / 23	1	This rank My rank
12	Shopware	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	4.35% · 1 / 23	3	This rank My rank

engines: 2 on 6 of 12 rows · 3 checks behind each row · 100% confidence across rows.

Commerce platforms engine breadth current rankings
Rank	Name	Engine breadth	Mention coverage	Share of names	Cited as source	Change	Why
01	Shopify	2 engines	39.58% · 19 / 48	28.36% · 19 / 67	30.43% · 7 / 23		This rank My rank
02	BigCommerce	2 engines	31.25% · 15 / 48	22.39% · 15 / 67	34.78% · 8 / 23		This rank My rank
03	Adobe Commerce	2 engines	18.75% · 9 / 48	13.43% · 9 / 67	0% · 0 / 23	1	This rank My rank
04	Salesforce Commerce Cloud	2 engines	14.58% · 7 / 48	10.45% · 7 / 67	17.39% · 4 / 23	1	This rank My rank
05	Wix eCommerce	2 engines	6.25% · 3 / 48	4.48% · 3 / 67	13.04% · 3 / 23	6	This rank My rank
06	Squarespace Commerce	2 engines	6.25% · 3 / 48	4.48% · 3 / 67	0% · 0 / 23	2	Showing My rank
07	WooCommerce	1 engines	10.42% · 5 / 48	7.46% · 5 / 67	0% · 0 / 23	1	This rank My rank
08	SAP Commerce Cloud	1 engines	4.17% · 2 / 48	2.99% · 2 / 67	0% · 0 / 23	3	This rank My rank
09	commercetools	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	0% · 0 / 23	2	This rank My rank
10	Oracle Commerce	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	0% · 0 / 23		This rank My rank
11	VTEX	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	0% · 0 / 23	1	This rank My rank
12	Shopware	1 engines	2.08% · 1 / 48	1.49% · 1 / 67	4.35% · 1 / 23	3	This rank My rank

Primary brandQuestion typeModel APIQuestion contains

Run a question live

39.6%

of these answers name or cite Shopify

19 of 48 answers

38.0%

Its share of the compared brands' appearances

6

Answers citing its own site

7 links to its domains

2 of 3

Model APIs that name it

The compared brands across the filtered answers
Brand	Named or cited	Against primary	Share of compared	Mentions	Answers citing it	Links to its site	Model APIs
Shopifyshopify.com	39.6%19 of 48	Primary	38.0%	57	6	7	2 of 3
BigCommercebigcommerce.com	31.3%15 of 48	-8.3 pts	30.0%	28	8	8	2 of 3
Adobe Commerceadobe.com	18.8%9 of 48	-20.8 pts	18.0%	12	0	0	2 of 3
Salesforce Commerce Cloudsalesforce.com	14.6%7 of 48	-25.0 pts	14.0%	8	4	4	2 of 3

Compared brands named in each answer, by question and model API
Question	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?Recommendation	ShopifyAdobe CommerceBigCommerce 7 sources`f83ae838`	None named 0 sources`d82516ba`	ShopifyAdobe CommerceSalesforce Commerce Cloud, cited 1BigCommerce, cited 1 9 sources`7f114e93`
02Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.Recommendation	Shopify, cited 2BigCommerce 7 sources`e564c554`	None named 0 sources`4da360c2`	ShopifyBigCommerce 7 sources`d46a0cca`
03Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?Recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 5 sources`153c7928`	None named 0 sources`d109b4f7`	None named 0 sources`4d67c995`
04Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.Recommendation	ShopifyAdobe CommerceSalesforce Commerce Cloud 7 sources`3c925c94`	None named 0 sources`8c5148d2`	ShopifyAdobe CommerceBigCommerce 8 sources`702f9a9a`
05Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?Recommendation	Shopify, cited 1Adobe CommerceBigCommerce, cited 1 8 sources`995d8ae9`	None named 0 sources`0c794e86`	Shopify, cited 1 6 sources`ec2d0c9d`
06Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.Recommendation	Shopify, cited 1 7 sources`e0b822c4`	None named 0 sources`e7e5f9cb`	Shopify, cited 1Salesforce Commerce Cloud, cited 1 9 sources`08c8a97f`
07Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?Recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 6 sources`77c756ff`	None named 0 sources`7b9b41a6`	None named 9 sources`e634fcd3`
08Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?Recommendation	ShopifySalesforce Commerce Cloud, cited 1 6 sources`411b31d4`	None named 0 sources`b5931333`	None named 3 sources`63f03634`
09Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.Commercial comparison	ShopifyAdobe CommerceBigCommerce, cited 1 6 sources`ebed4f53`	None named 0 sources`eb2465b5`	None named 4 sources`869784f6`
10How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?Commercial comparison	ShopifyBigCommerce, cited 1 10 sources`ae878fb1`	None named 0 sources`8d3348e8`	Shopify 7 sources`4cafa2d6`
11Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.Commercial comparison	None named 0 sources`441b7a94`	None named 0 sources`47cc2aef`	None named 0 sources`945aa9f0`
12Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.Commercial comparison	ShopifyBigCommerce 5 sources`79d8898d`	None named 0 sources`ed67457c`	BigCommerce, cited 1 8 sources`702910b3`
13Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?Commercial comparison	None named 6 sources`9669cf18`	None named 0 sources`3bc5c0a9`	None named 4 sources`ef6410cf`
14Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.Commercial comparison	None named 4 sources`e4c055d5`	None named 0 sources`6187d412`	None named 6 sources`584c6114`
15Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.Commercial comparison	ShopifyAdobe CommerceBigCommerce, cited 1 7 sources`ad1a6f2f`	None named 0 sources`d53e78b3`	Shopify, cited 1BigCommerce, cited 1 6 sources`bb8d87c7`
16When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?Commercial comparison	Salesforce Commerce Cloud, cited 1BigCommerce, cited 1 6 sources`cb774773`	None named 0 sources`daee4f7a`	None named 6 sources`9871642b`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
bigcommerce.com	8	5	2	1
oroinc.com	6	8	2	1
shopify.com	6	5	2	1
rank.ai	5	5	2	1
salesforce.com	4	4	2	3
youtube.com	3	3	2	2
virtocommerce.com	3	3	2	3
crystallize.com	3	2	2	1
stripe.com	3	2	2	3
gartner.com	3	2	2	4
strapi.io	3	2	2	4
wix.com	3	1	2	1
manh.com	2	2	2	1
voyado.com	2	2	1	1
elasticpath.com	2	2	1	2
iwdagency.com	2	2	2	2
elogic.co	2	2	1	3
linkedin.com	2	2	2	3
sitoo.com	2	2	2	5
ecosire.com	2	1	2	1

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.commerce-platforms-2026-07-27 / 4-commerce-platforms-2026-07-27-models-64232fd32583

Primary brandQuestion typeModel APIQuestion contains

Run a question live

39.6%

of these answers name or cite Shopify

19 of 48 answers

38.0%

Its share of the compared brands' appearances

6

Answers citing its own site

7 links to its domains

2 of 3

Model APIs that name it

The compared brands across the filtered answers
Brand	Named or cited	Against primary	Share of compared	Mentions	Answers citing it	Links to its site	Model APIs
Shopifyshopify.com	39.6%19 of 48	Primary	38.0%	57	6	7	2 of 3
BigCommercebigcommerce.com	31.3%15 of 48	-8.3 pts	30.0%	28	8	8	2 of 3
Adobe Commerceadobe.com	18.8%9 of 48	-20.8 pts	18.0%	12	0	0	2 of 3
Salesforce Commerce Cloudsalesforce.com	14.6%7 of 48	-25.0 pts	14.0%	8	4	4	2 of 3

Compared brands named in each answer, by question and model API
Question	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?Recommendation	ShopifyAdobe CommerceBigCommerce 7 sources`f83ae838`	None named 0 sources`d82516ba`	ShopifyAdobe CommerceSalesforce Commerce Cloud, cited 1BigCommerce, cited 1 9 sources`7f114e93`
02Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.Recommendation	Shopify, cited 2BigCommerce 7 sources`e564c554`	None named 0 sources`4da360c2`	ShopifyBigCommerce 7 sources`d46a0cca`
03Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?Recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 5 sources`153c7928`	None named 0 sources`d109b4f7`	None named 0 sources`4d67c995`
04Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.Recommendation	ShopifyAdobe CommerceSalesforce Commerce Cloud 7 sources`3c925c94`	None named 0 sources`8c5148d2`	ShopifyAdobe CommerceBigCommerce 8 sources`702f9a9a`
05Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?Recommendation	Shopify, cited 1Adobe CommerceBigCommerce, cited 1 8 sources`995d8ae9`	None named 0 sources`0c794e86`	Shopify, cited 1 6 sources`ec2d0c9d`
06Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.Recommendation	Shopify, cited 1 7 sources`e0b822c4`	None named 0 sources`e7e5f9cb`	Shopify, cited 1Salesforce Commerce Cloud, cited 1 9 sources`08c8a97f`
07Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?Recommendation	ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce 6 sources`77c756ff`	None named 0 sources`7b9b41a6`	None named 9 sources`e634fcd3`
08Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?Recommendation	ShopifySalesforce Commerce Cloud, cited 1 6 sources`411b31d4`	None named 0 sources`b5931333`	None named 3 sources`63f03634`
09Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.Commercial comparison	ShopifyAdobe CommerceBigCommerce, cited 1 6 sources`ebed4f53`	None named 0 sources`eb2465b5`	None named 4 sources`869784f6`
10How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?Commercial comparison	ShopifyBigCommerce, cited 1 10 sources`ae878fb1`	None named 0 sources`8d3348e8`	Shopify 7 sources`4cafa2d6`
11Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.Commercial comparison	None named 0 sources`441b7a94`	None named 0 sources`47cc2aef`	None named 0 sources`945aa9f0`
12Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.Commercial comparison	ShopifyBigCommerce 5 sources`79d8898d`	None named 0 sources`ed67457c`	BigCommerce, cited 1 8 sources`702910b3`
13Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?Commercial comparison	None named 6 sources`9669cf18`	None named 0 sources`3bc5c0a9`	None named 4 sources`ef6410cf`
14Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.Commercial comparison	None named 4 sources`e4c055d5`	None named 0 sources`6187d412`	None named 6 sources`584c6114`
15Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.Commercial comparison	ShopifyAdobe CommerceBigCommerce, cited 1 7 sources`ad1a6f2f`	None named 0 sources`d53e78b3`	Shopify, cited 1BigCommerce, cited 1 6 sources`bb8d87c7`
16When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?Commercial comparison	Salesforce Commerce Cloud, cited 1BigCommerce, cited 1 6 sources`cb774773`	None named 0 sources`daee4f7a`	None named 6 sources`9871642b`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
bigcommerce.com	8	5	2	1
oroinc.com	6	8	2	1
shopify.com	6	5	2	1
rank.ai	5	5	2	1
salesforce.com	4	4	2	3
youtube.com	3	3	2	2
virtocommerce.com	3	3	2	3
crystallize.com	3	2	2	1
stripe.com	3	2	2	3
gartner.com	3	2	2	4
strapi.io	3	2	2	4
wix.com	3	1	2	1
manh.com	2	2	2	1
voyado.com	2	2	1	1
elasticpath.com	2	2	1	2
iwdagency.com	2	2	2	2
elogic.co	2	2	1	3
linkedin.com	2	2	2	3
sitoo.com	2	2	2	5
ecosire.com	2	1	2	1

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.commerce-platforms-2026-07-27 / 4-commerce-platforms-2026-07-27-models-64232fd32583

Ranks a reviewed Commerce Platforms brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.

6

Rank on this board

2 engines

Score

3

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of Squarespace Commerce's score
Component	Value	Contribution
Engine breadth	2	2

Moved up since the previous snapshot

+2 places

Mention share3.409 to 4.478
+1.069
Anthropic brand mention coverage0 to 0
0
Anthropic brand recommendation presence0 to 0
0
Citation share0 to 0
0
Engine breadth2 to 2
0
Mention coverage6.25 to 6.25
0
Recommendation presence12.5 to 12.5
0
Gemini brand citation share0 to 0
0
Gemini brand mention coverage6.25 to 6.25
0
Gemini brand recommendation presence12.5 to 12.5
0
OpenAI brand citation share0 to 0
0
OpenAI brand mention coverage12.5 to 12.5
0
OpenAI brand recommendation presence25 to 25
0

Where each number comes from

13 public records

Anthropic mention coverageAnthropic brand mention coverage · observed Oct 1, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Oct 1, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Citation shareCitation share · observed Oct 1, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Engine breadthEngine breadth · observed Oct 1, 2026, 12:00 AM UTC2 engines100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Mention coverageMention coverage · observed Oct 1, 2026, 12:00 AM UTC6.25 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Reviewed-brand presence shareMention share · observed Oct 1, 2026, 12:00 AM UTC4.478 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Recommendation-prompt presenceRecommendation presence · observed Oct 1, 2026, 12:00 AM UTC12.5 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Gemini citation shareGemini brand citation share · observed Oct 1, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Gemini mention coverageGemini brand mention coverage · observed Oct 1, 2026, 12:00 AM UTC6.25 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Oct 1, 2026, 12:00 AM UTC12.5 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
OpenAI citation shareOpenAI brand citation share · observed Oct 1, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
OpenAI mention coverageOpenAI brand mention coverage · observed Oct 1, 2026, 12:00 AM UTC12.5 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source
OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Oct 1, 2026, 12:00 AM UTC25 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0227e1d0-85bf-474c-9ed7-78e23d4857dc","d9f410d3-814f-448d-ad53-b3b27b7c1f68","79a1f03a-7567-4f4a-9f94-3c3abb89a8c3","4b7cec66-c946-4fe9-be93-cb0d56b05fec","2e0972b2-1891-4c03-b94b-116b85a10f36","922d3d19-3c62-4b87-91fc-78d5f10762b7","0c0c3242-628c-4b27-9956-157764ee7c15","257128ce-110b-4249-98ac-8dca81adf38e","f44713e9-7e20-4d71-a3ec-06d792b54dd9","4e47c06c-2790-4041-aec8-38e64b172cdf","bf7dcb73-1560-4cc4-b8ba-8caf8df523ef","03c8a5e9-ed4c-44fc-9c81-c2f622c263ad","2a16e8a5-7284-4838-8e61-2da0977996bb","59201303-5cb2-49bc-ad5f-b09cca11132e","b9364265-19fb-4309-88c7-689bcb40f7b9","3fc181ab-a446-4ac1-8196-9ad91a0ee434","1c6534c8-f9c7-42c8-b6d6-4c24a284e6d5","6fb4c074-ac74-4016-9327-fa0dd645a537","d6aab23c-c884-4f50-a7ce-ef1c2329a90f","933f0ea9-ba17-4d41-84bc-9c8a8dc7c375","68dbb37a-3a0b-41ef-b0d9-28e035e7c9ca","4b74b412-f24e-476b-b642-89a162e4a287","6d516174-6672-4970-876d-0be5a0a03521","1ec73d9f-b5ff-492b-b74d-e4a01853dac4","ec06a5d9-f953-4b13-9697-f295972e54a5","ac752508-72b8-4301-91f5-59e98e4b692c","5de6d84c-abb5-4e28-ae75-303ebcd268df","db925625-9f1a-426d-9c7a-fe2d3fecef43","d64294a1-9817-4aa6-9e7d-8b305dac1f93","cf13aaab-5a5f-4393-b149-c5053ab23458","06d64d38-ad62-4803-9b56-863bb5c303e4","4fb115a5-78d8-4446-aba0-894be051243a","70562dde-66b3-4adc-ab35-022c650db55b","96b851bd-9fab-41c0-9b3e-9cb89099b5f2","39518ed5-889e-4ffe-990f-310dae69ea3c","396365b9-452d-4d0b-a510-e3cddf4a93cc","84d3c935-5cf3-4ef0-a77b-df0f8987afd7","bd010a35-f658-460b-b35f-a02e7860a4f5","aa6b05c2-46b5-41c0-a213-080c0a118cd2","3b7d8a12-0fa7-4bd5-940d-954d12c5d145","0ab1a192-911b-4ed7-94fe-d8030f5d2703","2af5d257-bcd4-4f4e-b128-068325b3d813","58ae0455-4f51-43c9-a538-51b02e94dd1f","38d41f6c-5590-4ee0-9b02-a1483f1647f7","744dc670-e822-4d8f-b075-d051a3d4666a","d25d116c-5df8-4a75-ba65-80a89c79422b","c817c1ae-f19b-4c75-8656-89adaf143f60","ee2013c3-57e4-4c84-87f2-82301edcbd26"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open the source

Cite this data

Free to use with attribution. Copy a citation, or link to this page: it keeps its address when the board updates.

Plain textCommerce platforms engine breadth. Rank.ai, data as of October 1, 2026. https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-brand-engine-breadth
HTML<a href="https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-brand-engine-breadth">Commerce platforms engine breadth</a>, Rank.ai, data as of October 1, 2026
Markdown[Commerce platforms engine breadth](https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-brand-engine-breadth), Rank.ai, data as of October 1, 2026
APARank.ai. (2026). Commerce platforms engine breadth. Retrieved October 26, 2026, from https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-brand-engine-breadth

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/commerce-platforms/commerce-platforms-brand-engine-breadth">Commerce platforms engine breadth</a> by Rank.ai</p>

More in Commerce platforms

SMB, enterprise, B2B, retail, and composable commerce platforms ranked across a fixed buying corpus.

3 boards

Commerce platform rank

Reviewed commerce platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

1Shopify54.2%
2BigCommerce33.3%
3Adobe Commerce129.2%

Commerce platform presence

Reviewed vendors ranked by the share of all the category's answers that name or cite them.

1Shopify39.6%
2BigCommerce31.3%
3Adobe Commerce118.8%

Commerce platform citation share

Reviewed vendors ranked by their share of the citations that point to vendor websites.

1BigCommerce34.8%
2Shopify30.4%
3Salesforce Commerce Cloud17.4%

Commerce platform rank

Reviewed commerce platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

Commerce platform presence

Reviewed vendors ranked by the share of all the category's answers that name or cite them.

Commerce platform citation share

Reviewed vendors ranked by their share of the citations that point to vendor websites.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
Who gets namedEvery competitor in the answers, most named first.
The pages AI readsThe sources behind each answer.
Three fixesWhat to fix first, with a brief for the first article.

Commerce platforms engine breadth

All 12 companies by engine breadth

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

Squarespace Commerce on Commerce Platforms Engine Breadth

What the score is built from

Moved up since the previous snapshot

Where each number comes from

More in Commerce platforms

See how often AI names you.

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite