RANK.AI DATA / Latest

Commerce Platforms Citation Share

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

Cohort coverage: 12 / 12 · 100%
Evidence: 168 observations
Freshness: current
Pipeline health: Refresh healthy
Export: CSV / JSON

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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% · 22 / 48	16.18% · 22 / 136	28.26% · 13 / 46	3	62.5% · 5 / 8	56.25% · 9 / 16	100%	46	—	—	Analyze brand Viewing why
02	Salesforce Commerce Cloudcompany	23.9%	50% · 24 / 48	17.65% · 24 / 136	23.91% · 11 / 46	3	25% · 2 / 8	37.5% · 6 / 16	100%	46	—	—	Analyze brand Why this rank
03	Shopifycompany	13.0%	66.67% · 32 / 48	23.53% · 32 / 136	13.04% · 6 / 46	3	87.5% · 7 / 8	75% · 12 / 16	100%	46	—	—	Analyze brand Why this rank
04	WooCommercecompany	13.0%	22.92% · 11 / 48	8.09% · 11 / 136	13.04% · 6 / 46	3	25% · 2 / 8	25% · 4 / 16	100%	46	—	—	Analyze brand Why this rank
05	Shopwarecompany	13.0%	12.5% · 6 / 48	4.41% · 6 / 136	13.04% · 6 / 46	3	0% · 0 / 8	12.5% · 2 / 16	100%	46	—	—	Analyze brand Why this rank
06	commercetoolscompany	6.5%	20.83% · 10 / 48	7.35% · 10 / 136	6.52% · 3 / 46	3	12.5% · 1 / 8	6.25% · 1 / 16	100%	46	—	—	Analyze brand Why this rank
07	Wix eCommercecompany	2.2%	2.08% · 1 / 48	0.74% · 1 / 136	2.17% · 1 / 46	1	0% · 0 / 8	0% · 0 / 16	100%	46	—	—	Analyze brand Why this rank
08	Adobe Commercecompany	0.0%	37.5% · 18 / 48	13.24% · 18 / 136	0% · 0 / 46	3	50% · 4 / 8	37.5% · 6 / 16	100%	46	—	—	Analyze brand Why this rank
09	Squarespace Commercecompany	0.0%	10.42% · 5 / 48	3.68% · 5 / 136	0% · 0 / 46	3	25% · 2 / 8	12.5% · 2 / 16	100%	46	—	—	Analyze brand Why this rank
10	SAP Commerce Cloudcompany	0.0%	12.5% · 6 / 48	4.41% · 6 / 136	0% · 0 / 46	3	12.5% · 1 / 8	12.5% · 2 / 16	100%	46	—	—	Analyze brand Why this rank
11	VTEXcompany	0.0%	2.08% · 1 / 48	0.74% · 1 / 136	0% · 0 / 46	1	0% · 0 / 8	0% · 0 / 16	100%	46	—	—	Analyze brand Why this rank
12	Oracle Commercecompany	0.0%	0% · 0 / 48	0% · 0 / 136	0% · 0 / 46	0	0% · 0 / 8	0% · 0 / 16	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% · 22 / 48	16.18% · 22 / 136	28.26% · 13 / 46	3	62.5% · 5 / 8	56.25% · 9 / 16	100%	46	—	—	Analyze brand Viewing why
02	Salesforce Commerce Cloudcompany	23.9%	50% · 24 / 48	17.65% · 24 / 136	23.91% · 11 / 46	3	25% · 2 / 8	37.5% · 6 / 16	100%	46	—	—	Analyze brand Why this rank
03	Shopifycompany	13.0%	66.67% · 32 / 48	23.53% · 32 / 136	13.04% · 6 / 46	3	87.5% · 7 / 8	75% · 12 / 16	100%	46	—	—	Analyze brand Why this rank
04	WooCommercecompany	13.0%	22.92% · 11 / 48	8.09% · 11 / 136	13.04% · 6 / 46	3	25% · 2 / 8	25% · 4 / 16	100%	46	—	—	Analyze brand Why this rank
05	Shopwarecompany	13.0%	12.5% · 6 / 48	4.41% · 6 / 136	13.04% · 6 / 46	3	0% · 0 / 8	12.5% · 2 / 16	100%	46	—	—	Analyze brand Why this rank
06	commercetoolscompany	6.5%	20.83% · 10 / 48	7.35% · 10 / 136	6.52% · 3 / 46	3	12.5% · 1 / 8	6.25% · 1 / 16	100%	46	—	—	Analyze brand Why this rank
07	Wix eCommercecompany	2.2%	2.08% · 1 / 48	0.74% · 1 / 136	2.17% · 1 / 46	1	0% · 0 / 8	0% · 0 / 16	100%	46	—	—	Analyze brand Why this rank
08	Adobe Commercecompany	0.0%	37.5% · 18 / 48	13.24% · 18 / 136	0% · 0 / 46	3	50% · 4 / 8	37.5% · 6 / 16	100%	46	—	—	Analyze brand Why this rank
09	Squarespace Commercecompany	0.0%	10.42% · 5 / 48	3.68% · 5 / 136	0% · 0 / 46	3	25% · 2 / 8	12.5% · 2 / 16	100%	46	—	—	Analyze brand Why this rank
10	SAP Commerce Cloudcompany	0.0%	12.5% · 6 / 48	4.41% · 6 / 136	0% · 0 / 46	3	12.5% · 1 / 8	12.5% · 2 / 16	100%	46	—	—	Analyze brand Why this rank
11	VTEXcompany	0.0%	2.08% · 1 / 48	0.74% · 1 / 136	0% · 0 / 46	1	0% · 0 / 8	0% · 0 / 16	100%	46	—	—	Analyze brand Why this rank
12	Oracle Commercecompany	0.0%	0% · 0 / 48	0% · 0 / 136	0% · 0 / 46	0	0% · 0 / 8	0% · 0 / 16	100%	46	—	—	Analyze brand Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

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

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank: #1
Score: 28.261 percent
Overall confidence: 100%
Coverage: 100%
Sample size: 46
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

14/14 evidenced

Components contributing to BigCommerce's rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt anthropic brand citation share	35.294118	0%	—	1	available
public prompt anthropic brand mention coverage	50	0%	—	1	available
public prompt anthropic brand recommendation presence	62.5	0%	—	1	available
public prompt brand citation share	28.26087	100%	28.261	1	available
public prompt brand engine breadth	3	0%	—	1	available
public prompt brand mention coverage	45.833333	0%	—	1	available
public prompt brand mention share	16.176471	0%	—	1	available
public prompt brand recommendation presence	58.333333	0%	—	1	available
public prompt gemini brand citation share	14.285714	0%	—	1	available
public prompt gemini brand mention coverage	31.25	0%	—	1	available
public prompt gemini brand recommendation presence	50	0%	—	1	available
public prompt openai brand citation share	33.333333	0%	—	1	available
public prompt openai brand mention coverage	56.25	0%	—	1	available
public prompt openai brand recommendation presence	62.5	0%	—	1	available

WHY IT MOVED

new since prior snapshot

No rank delta

no_prior_published_snapshot

No comparable component drivers were published.

PRIMARY EVIDENCE

Source trail

14 public records

Anthropic citation sharepublic prompt anthropic brand citation share · observed Jul 27, 2026, 12:00 AM UTC35.294 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC50 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC62.5 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Citation sharepublic prompt brand citation share · observed Jul 27, 2026, 12:00 AM UTC28.261 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Engine breadthpublic prompt brand engine breadth · observed Jul 27, 2026, 12:00 AM UTC3 engines100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Mention coveragepublic prompt brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC45.833 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Reviewed-brand presence sharepublic prompt brand mention share · observed Jul 27, 2026, 12:00 AM UTC16.176 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC58.333 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini citation sharepublic prompt gemini brand citation share · observed Jul 27, 2026, 12:00 AM UTC14.286 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC31.25 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC50 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
OpenAI citation sharepublic prompt openai brand citation share · observed Jul 27, 2026, 12:00 AM UTC33.333 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC56.25 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC62.5 percent100% confidence
Source
Rank.ai Commerce Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["b391bab1-9125-4c95-ada8-a6f470c61646","f1f0403d-a3ba-47c6-a527-653de428b578","65043854-ea3a-4062-b3e2-2948698dfdc7","506a7a9d-a0a5-4892-884d-982e3c5935e7","ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","5581eee2-ed4b-4f44-ae28-a4ee703979f2","1dd53d68-dde0-4a6b-b2d7-7992843b7def","b609b7bf-924e-4166-89f8-2a8c4f7c77d4","f5e23fb8-f682-41cc-b9e8-51d20334fb29","64cf6f2b-1a8c-4cfa-90e7-6def82f06540","86fff1f3-30eb-4bc1-86a3-8ee06d93bf63","0a477b54-8e1b-4af9-ab2a-4d38cb9a8ee9","f6aabd4a-bb74-4579-b450-0d81af95d190","032f7123-faaa-49d7-8ad2-aa0cd00163cf","6dde36db-3ecc-42c9-b705-4d082c43a551","63033e0f-1ec7-4edd-8c40-555e8719bbd3","56f1bff9-5891-49e0-9327-b3f8e31b7a3d","c8abc0d6-5075-47af-a297-41ee636eb38c","4766d192-df13-48ac-aa47-2d5787c1ccb8","6ba1d7f5-20db-4850-ae8f-7e09027c9c89","403445c2-5e57-49fa-aeb0-e080470eaace","cfd76924-d330-4f69-aa30-e7ad3db758ce","e00f9232-c780-45b1-ab44-9d41cc059c17","a2ff4183-65a5-4bcb-83a0-31601f980cea","442c0741-6176-40fd-89b7-8949bd8b8183","7a9a97b5-af09-4513-8ae4-0e9a11c1b9a7","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21","0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","c04dc7e7-8802-4d24-ba33-61aa56610f23","40c2f9b2-de61-44a2-8d0b-e8bcd484263e","81bda466-b513-4cd5-a942-a2495fee6ae9","c7eb7b65-a8f7-4190-9a7b-8e00efe7ec67","f1103d14-53bc-4ac1-9787-e1203dce88af","0ba232ca-a94f-4463-87d4-0bec2cdf2fef","9535b6da-c76e-41c3-bc67-e317dcb510f2","0b72028d-ece3-4226-9a50-87c60e265d81","05a229f0-4bf9-40c9-b5d4-dbcbd66a1eb3","c36fe68f-9256-4cab-a42f-193a529a5f20","24f7880d-45ef-4602-b792-209fdfec4c3f","b2a904a4-fe43-4372-9f7b-311d426d86bc","67f9b2bb-f25b-4eb7-a6c9-a259b048824e","e4cf8835-d065-4a41-bf44-03808a27b61e","84a4618a-86ae-40c7-aa4c-78cac87569ec","beb7633f-2077-4518-bdab-4eb25ac3dd45","cc53cc97-6b20-4ad8-a6b3-a8dc00216d5a","6cbcd555-6c1f-428b-93fd-9e79565fdd03"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗

Commerce Platforms Citation Share

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

BigCommerce

Component ledger

new since prior snapshot

Source trail

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view