RANK.AI DATA / LATEST PUBLICATION

Marketing Automation engine breadth

12 companies ranked by how many AI engines name them.
Klaviyo is out in front at 3 engines.

12 companieschecked Aug 17, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Klaviyo

3 enginesengine breadth

Ahead of second place
1
Held by the top three
30%
Middle of the board
2
Below half the leader
2 of 12
Highest 3 enginesMiddle 2
1. Klaviyo — 3 engines2. Adobe Marketo Engage — 2 engines3. Salesforce Marketing Cloud — 2 engines4. Braze — 2 engines5. HubSpot Marketing Hub — 2 engines6. ActiveCampaign — 2 engines7. Oracle Eloqua — 2 engines8. Brevo — 2 engines9. Iterable — 2 engines10. Mailchimp — 2 engines11. Constant Contact — 1 engines12. Customer.io — 1 engines
Rank 1one bar per published rowRank 12
WHY THIS RANK / VERIFIED SNAPSHOT

Klaviyo

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

Published rank
#1
Score
3 engines
Sample size
3

100% confidence · 100% component coverage · as of Aug 17, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

13/13 evidenced

All components available · 1 evidence record each

Components contributing to Klaviyo's rank
ComponentValueWeightContribution
public prompt anthropic brand mention coverage6.250%
public prompt anthropic brand recommendation presence12.50%
public prompt brand citation share26.0869570%
public prompt brand engine breadth3100%3
public prompt brand mention coverage18.750%
public prompt brand mention share13.2352940%
public prompt brand recommendation presence20.8333330%
public prompt gemini brand citation share14.2857140%
public prompt gemini brand mention coverage18.750%
public prompt gemini brand recommendation presence12.50%
public prompt openai brand citation share44.4444440%
public prompt openai brand mention coverage31.250%
public prompt openai brand recommendation presence37.50%
WHY IT MOVED

up since prior snapshot

+3 ranks
  1. public prompt anthropic brand mention coverage56.256.25
    -50
  2. public prompt anthropic brand recommendation presence62.512.5
    -50
  3. public prompt openai brand citation share14.28644.444
    +30.159
  4. public prompt gemini brand recommendation presence37.512.5
    -25
  5. public prompt brand recommendation presence41.66720.833
    -20.833
  6. public prompt brand mention coverage35.41718.75
    -16.667
  7. public prompt openai brand recommendation presence2537.5
    +12.5
  8. public prompt brand citation share17.77826.087
    +8.309
  9. public prompt gemini brand mention coverage2518.75
    -6.25
  10. public prompt openai brand mention coverage2531.25
    +6.25
  11. public prompt gemini brand citation share1014.286
    +4.286
  12. public prompt brand mention share13.93413.235
    -0.699
  13. public prompt brand engine breadth33
    0
PRIMARY EVIDENCE

Source trail

13 public records
  • Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 17, 2026, 12:00 AM UTC6.25 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 17, 2026, 12:00 AM UTC12.5 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Citation sharepublic prompt brand citation share · observed Aug 17, 2026, 12:00 AM UTC26.087 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Engine breadthpublic prompt brand engine breadth · observed Aug 17, 2026, 12:00 AM UTC3 engines100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Mention coveragepublic prompt brand mention coverage · observed Aug 17, 2026, 12:00 AM UTC18.75 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 17, 2026, 12:00 AM UTC13.235 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 17, 2026, 12:00 AM UTC20.833 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini citation sharepublic prompt gemini brand citation share · observed Aug 17, 2026, 12:00 AM UTC14.286 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 17, 2026, 12:00 AM UTC18.75 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 17, 2026, 12:00 AM UTC12.5 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI citation sharepublic prompt openai brand citation share · observed Aug 17, 2026, 12:00 AM UTC44.444 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 17, 2026, 12:00 AM UTC31.25 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 17, 2026, 12:00 AM UTC37.5 percent100% confidence
    Source
    Rank.ai Marketing Automation Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e13b467-cae7-4ee7-b75a-b42187b653d2","b30ef423-5c2b-4b49-9faa-cb2c8686c0e9","9bd916ff-e3f2-4b46-892e-e3656090a26b","2c018b2b-08fb-4178-880d-9d6ff894aa83","9f73d106-4118-410e-a6b2-8b17184d98e4","00c45a87-12f9-41c3-a03d-75a22f9a6473","1a094aaa-6b6c-4546-bfa1-6e59d4b1a5ee","f01c679b-e91b-47b0-89aa-3984e3869a2f","bb455b3d-4a64-4329-9a66-3fe0e8daf437","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb","416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a8668daf-0faa-4a5f-900d-a09b241ecd1b","3f9c019d-6b35-4dc6-bdbc-8c0774c20487","73e0b08e-046b-4d5d-bb91-c03059e79f77","3d3cca21-87c6-4be8-bfcd-3ccef8966c59","4c6d9108-414f-4a0e-8603-c1e38c423637","138d5058-4cca-4a4e-bdfe-2dc2cfc19ab9","e63fab49-b514-4896-afd0-2519c5cb830f","a1285844-14a1-443e-b12d-352125d39099","871f45da-fdc6-4628-ae57-a1897d1559ae","3f72501a-2845-4dfa-8010-c2863c39aceb","91ed8109-54f5-4aef-9748-54d45ef15c8e","e6a63212-f3ff-4774-b2cc-90d39d7322d2","e9d24650-6a2c-4269-bf10-be4d4e666693","ebbb763e-bb10-4721-a0b8-7198347942e1","0f56cdfa-a954-4366-b0f2-3b1a0fd5d7ce","29fe20c7-6889-4ca6-a2d0-e9dfb91694f8","f8e74279-c718-4854-8fdf-c6f3b63c4b7e","940ceca9-0263-4150-8ead-2715c331701c","f369c37a-8b22-44e4-9f76-444692224226","26951ff9-de08-4dc8-9c60-29cd6c34ac07","420d245e-8560-4f75-9209-e38758daf374","c502d93e-bd06-4d9a-a938-0025ef2f7326","15eb3c0c-10f1-42eb-8729-d2c124cd5208","309357c2-9d1f-4565-a0af-2515bc1cc5e2","241c9d56-9d3b-44e8-ab5b-50e49d32824b","9584c95e-9505-4698-b7b7-11f64beae328","0bc13f39-3d7a-4f6a-a9bd-508a7b920d1d","a8e6a34e-de7a-46d6-8e6a-24d8977583ca","3d077d52-2f77-48bc-8e7c-73f40b01bdc9","89141a1b-fa25-4df6-9878-f926d4a63fe3","5ca18fc5-1fd3-4672-b348-bd3c9bc6c747","8a58e473-7c48-4021-b0d2-b44529b857fd","2e4e5a17-b3e7-4b31-8d2c-384455228d8f","87a97495-7e7e-4760-ab7d-fd674999dd78","5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee"],"benchmarkVersion":"4-marketing-automation-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Marketing Automation brand benchmark · v4-marketing-automation-platforms-2026-07-27-models-64232fd32583156 observations · 1 sources · passed quality
Snapshot
8eb68ae3-e934-4455-a618-a526a18d246a
Data hash
6ac68c3434293c541915eb42b1aa8d498b6dd47b5c55110d4a6c17150e5f73ae
Method hash
2477a64a7eba5eff60f02ee49269a58db971c652d0f9401a6480f817124ac7a8

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