RANK.AI DATA / LATEST PUBLICATION

Commerce platforms citation share

12 companies ranked by how often their own pages are the source an AI answer cites.
BigCommerce is out in front at 30.8%.

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

Follow changes
In front today

BigCommerce

30.8%citation share

Ahead of second place
7.7%
Held by the top three
73%
Middle of the board
1.9%
Below half the leader
9 of 12
Highest 30.8%Middle 1.9%
1. BigCommerce — 30.8%2. Shopify — 23.1%3. Salesforce Commerce Cloud — 19.2%4. commercetools — 11.5%5. Shopware — 11.5%6. SAP Commerce Cloud — 3.8%7. Adobe Commerce — 0.0%8. WooCommerce — 0.0%9. Squarespace Commerce — 0.0%10. Oracle Commerce — 0.0%11. Wix eCommerce — 0.0%12. VTEX — 0.0%
Rank 1one bar per published rowRank 12
WHY THIS RANK / VERIFIED SNAPSHOT

Shopify

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

Published rank
#2
Score
23.077 percent
Sample size
26

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

SCORE CONSTRUCTION

Component ledger

13/13 evidenced

All components available · 1 evidence record each

Components contributing to Shopify's rank
ComponentValueWeightContribution
public prompt anthropic brand mention coverage00%
public prompt anthropic brand recommendation presence00%
public prompt brand citation share23.076923100%23.077
public prompt brand engine breadth20%
public prompt brand mention coverage43.750%
public prompt brand mention share23.8636360%
public prompt brand recommendation presence54.1666670%
public prompt gemini brand citation share100%
public prompt gemini brand mention coverage62.50%
public prompt gemini brand recommendation presence750%
public prompt openai brand citation share31.250%
public prompt openai brand mention coverage68.750%
public prompt openai brand recommendation presence87.50%
WHY IT MOVED

up since prior snapshot

+1 ranks
  1. public prompt anthropic brand recommendation presence87.50
    -87.5
  2. public prompt anthropic brand mention coverage750
    -75
  3. public prompt brand recommendation presence79.16754.167
    -25
  4. public prompt openai brand citation share6.66731.25
    +24.583
  5. public prompt brand mention coverage66.66743.75
    -22.917
  6. public prompt gemini brand mention coverage5062.5
    +12.5
  7. public prompt gemini brand recommendation presence62.575
    +12.5
  8. public prompt brand citation share13.04323.077
    +10.033
  9. public prompt openai brand mention coverage7568.75
    -6.25
  10. public prompt gemini brand citation share14.28610
    -4.286
  11. public prompt brand engine breadth32
    -1
  12. public prompt brand mention share23.52923.864
    +0.334
  13. public prompt openai brand recommendation presence87.587.5
    0
PRIMARY EVIDENCE

Source trail

13 public records
  • Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 23, 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":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 23, 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":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Citation sharepublic prompt brand citation share · observed Aug 23, 2026, 12:00 AM UTC23.077 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Engine breadthpublic prompt brand engine breadth · observed Aug 23, 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":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Mention coveragepublic prompt brand mention coverage · observed Aug 23, 2026, 12:00 AM UTC43.75 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 23, 2026, 12:00 AM UTC23.864 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 23, 2026, 12:00 AM UTC54.167 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini citation sharepublic prompt gemini brand citation share · observed Aug 23, 2026, 12:00 AM UTC10 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 23, 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":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 23, 2026, 12:00 AM UTC75 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI citation sharepublic prompt openai brand citation share · observed Aug 23, 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":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 23, 2026, 12:00 AM UTC68.75 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 23, 2026, 12:00 AM UTC87.5 percent100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["361e7208-b482-42e5-9330-e534334a90e6","b5f0bd65-cf25-4bbb-80ab-00eadf707148","5da3500e-b9d4-40bc-a37c-92c963e05f3b","459e73bd-b883-4ad0-862c-5da80f1a4cf5","ca90acee-3448-4338-b489-eb8856080f66","6b8650d7-b76e-48df-9d93-25baca2b9298","b4a1498b-abcb-4440-98fc-f2407892f424","d7aed9fd-c4ba-420a-9033-2e09b91644fb","a318f7ec-e643-4626-8854-fd3a37405b64","feb5ebb1-fef5-4866-89df-c52126534a91","6ebab9d0-51f4-488b-ad19-10bf8f53552f","83c1c583-4275-4838-ae26-d753879c9773","73204bb1-494e-4dcb-8a40-811adb8dfa90","a0f67f07-66bc-4295-9cb8-615eb8d6e53b","b83f3ec0-8ba5-44fa-bb6d-c6ba4ecf3046","a3704328-7165-4738-8c5d-ec3609782dfc","39e4f40d-22d5-4a3d-b2b2-440bf94db92b","a380c338-8c4a-410c-b7d4-1b613917aff8","74956203-882d-4709-9685-b101e7ab4313","f6eccdee-bb80-4e8e-843c-8f2bfcfcfadf","6a08867d-832e-4896-ad57-7ac7124dac6d","44e19343-2709-43c8-b341-2b5fa7b7845d","3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","bd66a5a2-973f-4d56-9a38-2935cf8df65a","2940f52a-8d45-454e-baa9-95509b30afbd","8fd66c10-970c-4739-bcee-e29a21041773","f9d55d4e-80f5-4126-b196-a7a55355a730","0fc01dc0-1053-48f8-a011-52f6e76efdf0","4f309c6c-a3fc-4c93-bb4a-982bf4a28a24","b4da2191-d500-47ea-bc90-8343b0648cb0","dff1c353-8d6b-4478-a762-95adc6bf814f","ff92555b-37c3-474b-87a6-c2529e202f90","4f76289b-d6de-41f9-a88f-89bb9b76ad4a","8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","c2c03783-7de1-4e1c-8ec3-18cc561cb650","75f12b3b-00fd-4bb7-a146-a9629ae59ec7","48c19804-3316-46e6-be7a-5afd5b5fe9df","84a80e94-2fa5-4cc0-b2c2-e4a2731f5b68","6a132516-b6f2-46a9-bc61-69dc4025f934","810c0608-bbf6-41c8-8110-2c9af24cb490","f78ce2a4-8828-45f6-96f0-88208c7ff134","7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","18a0db92-624c-43dd-ba28-37b7a4814779","3dfcf155-908c-4575-a7fd-a8c980dbd573","9bfa9da1-83dc-47db-8ebd-751cd5daded2"],"benchmarkVersion":"4-commerce-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Commerce Platforms brand benchmark · v4-commerce-platforms-2026-07-27-models-64232fd32583156 observations · 1 sources · passed quality
Snapshot
f69bd4e6-4669-4fc4-917d-6db80628be95
Data hash
220ea17d572276e6f0a5a2fbaeeaed549950bb2ce65859aa6bb136d70c47e2ba
Method hash
4a624d2012d0f98e07d562432bf1ed39409b83c78fcab699d4b75cfb7fcae6ae

More in Commerce platforms

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

3 live tables