Reviewed commerce platforms ranked by recommendation-prompt presence across three configured model APIs.
Commerce platforms prompt brand leaders
16 prompts ranked by leading brand engine consensus.
Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns. is out in front at 100.0%.
16 promptschecked Jul 27, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.
100.0%leading brand engine consensus
- Ahead of second place
- 0%
- Held by the top three
- 22%
- Middle of the board
- 100%
- Below half the leader
- 1 of 16
Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
- Published rank
- #5
- Score
- 100 percent
- Sample size
- 3
100% confidence · 100% component coverage · as of Jul 27, 2026, 12:00 AM UTC
Component ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 7 | 0% | — |
| public prompt citation urls | 22 | 0% | — |
| public prompt distinct reviewed brands | 4 | 0% | — |
| public prompt engine disagreement | 58.333333 | 0% | — |
| public prompt leading brand consensus | 100 | 100% | 100 |
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
new since prior snapshot
no_prior_published_snapshot
No component moved since the prior snapshot.
Source trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Jul 27, 2026, 12:00 AM UTC7 presence_events100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Jul 27, 2026, 12:00 AM UTC22 urls100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Jul 27, 2026, 12:00 AM UTC4 brands100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Jul 27, 2026, 12:00 AM UTC58.333 percent100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Jul 27, 2026, 12:00 AM UTC100 percent100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Jul 27, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Jul 27, 2026, 12:00 AM UTC66.667 percentage_points100% confidence
- Source
- Rank.ai Commerce Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"small-business-commerce-platform","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["ba4254e5-e83d-474d-a901-9d97e4565103","5a8f0c91-9202-4d79-911f-30848ffffb05","506a7a9d-a0a5-4892-884d-982e3c5935e7"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}
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