Reviewed marketing platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.
Marketing automation
Marketing Automation prompt brand leaders
16 prompts ranked by how many of the three model APIs name the same leader.
100.0%
Recommend a marketing platform for an ecommerce brand that needs customer profiles, segmentation, product events, email, SMS, and revenue attribution. ranks first
Leading brand engine consensus
16
Prompts ranked
Aug 17
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 16 prompts by leading brand engine consensus
Recommend a marketing platform for an ecommerce brand that needs customer profiles, segmentation, product events, email, SMS, and revenue attribution. leads at 100.0%; the middle of the board sits at 66.7%.
- Ahead of second place
- 33.3%
- Held by the top three
- 30%
- Middle of the board
- 66.7%
- Below half the leader
- 6 of 16
Rank, name and leading brand engine consensusMiddle 66.7%
- 1Recommend a marketing platform for an ecommerce brand that needs customer profiles, segmentation, product events, email, SMS, and revenue attribution.100.0%
- 2Recommend a B2B marketing automation platform for account-based programs, lead scoring, nurture, CRM handoff, and pipeline attribution.66.7%
- 3Which marketing platforms are strongest for real-time customer data, predictive segmentation, personalization, experimentation, and decisioning?66.7%
- 4Recommend a marketing automation tool for a small business that needs simple campaigns, CRM context, forms, segmentation, and transparent pricing.66.7%
- 5Which marketing automation platforms are best for orchestrating email, messaging, journeys, lead management, and campaign measurement?66.7%
- 6Compare marketing automation platforms on channels, segmentation, journeys, data, attribution, AI, integrations, governance, and support.66.7%
- 7Create a shortlist of marketing automation vendors for a global company consolidating B2B and B2C lifecycle engagement.66.7%
- 8Which customer engagement platforms are strongest for high-volume B2C lifecycle journeys across email, SMS, push, and in-app messaging?66.7%
- 9Which marketing automation platforms best support a global enterprise with multiple brands, regions, business units, and governance requirements?66.7%
- 10Which marketing automation platforms provide the strongest governed AI assistance for content, campaigns, audiences, and optimization?66.7%
- 11How should a buyer compare marketing automation pricing across contacts, messages, profiles, channels, data usage, and premium modules?33.3%
- 12When should a company consolidate CRM, customer data, journeys, content, messaging, experimentation, and attribution on one marketing platform?33.3%
- 13Compare marketing automation vendors on multi-touch attribution, incrementality, offline conversion data, reporting, and warehouse access.0.0%
- 14Which criteria expose data portability, migration complexity, and lock-in risk when choosing a marketing automation platform?0.0%
- 15Create a proof-of-concept scorecard for marketing platforms covering campaign speed, deliverability, personalization, attribution, adoption, and administration.0.0%
- 16Compare marketing platforms on consent, identity, encryption, auditability, residency, suppression, retention, and privacy compliance.0.0%
leading brand owned citation coverage: 0 on 9 of 16 rows · 3 checks behind each row · 100% confidence across rows.
Why this rank
Recommend a marketing platform for an ecommerce brand that needs customer profiles, segmentation, product events, email, SMS, and revenue attribution. on Marketing Automation Prompt Brand Leaders
Snapshot of Aug 17, 2026, 12:00 AM UTC · Link to this snapshot
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
1
Rank on this board
100 percent
Score
3
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Leading brand consensus | 100 | 100 |
Moved up since the previous snapshot
+7 places- Engine disagreement33.333 to 0-33.333
- Citation URLS15 to 17+2
- Presence events4 to 3-1
- Distinct reviewed brands2 to 1-1
- Leading brand consensus100 to 1000
- Leading brand owned citation coverage66.667 to 66.6670
- Leading brand owned citation gap33.333 to 33.3330
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Aug 17, 2026, 12:00 AM UTC3 presence_events100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Aug 17, 2026, 12:00 AM UTC17 urls100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Aug 17, 2026, 12:00 AM UTC1 brands100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Aug 17, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Aug 17, 2026, 12:00 AM UTC100 percent100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Aug 17, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Aug 17, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
- Source
- Rank.ai Marketing Automation Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ecommerce-marketing-automation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["416e039b-1a4d-4a07-9049-91b82ff5e40c","b183b009-dadf-4957-a662-895af185e7cc","a946be22-d8b9-4aa7-9d92-25d81e3d8eeb"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}
More in Marketing automation
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See how often AI names you.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.