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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai Enterprise Search benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 100 percentderived | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 16 urlsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 5 brandsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 5 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #11 | Enterprise Search Prompt Brand Leadersenterprise-search-platforms-prompt-brand-leaders | 33.33 | — | 100% | Jul 27, 2026 | v1-parent-8042b71372e825c6 | Explain → |
| #1 | Enterprise Search Engine Disagreement by Promptenterprise-search-platforms-prompt-engine-disagreement | 100 | — | 100% | Jul 27, 2026 | v1-parent-8042b71372e825c6 | Explain → |
Derives prompt-level brand leaders and cross-engine brand-set disagreement from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 5 | 0% | — | 1 | available |
| public prompt citation urls | 16 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
5 published observations for Recommend a managed retrieval service for building grounded enterprise assistants with citations and source provenance.. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | 100% | View source
|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 100percent | derived | Jul 27, 2026 | 100% | View source
|
| 5 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 100 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"managed-grounded-assistant-retrieval","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","409f5458-0039-49d4-be9f-3258eb73bca7"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"managed-grounded-assistant-retrieval","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","409f5458-0039-49d4-be9f-3258eb73bca7"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"managed-grounded-assistant-retrieval","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","409f5458-0039-49d4-be9f-3258eb73bca7"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"managed-grounded-assistant-retrieval","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","409f5458-0039-49d4-be9f-3258eb73bca7"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"managed-grounded-assistant-retrieval","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","409f5458-0039-49d4-be9f-3258eb73bca7"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"managed-grounded-assistant-retrieval","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","409f5458-0039-49d4-be9f-3258eb73bca7"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Jul 27, 2026 | 100% | View source
|
|---|