Loading company intelligence…
Loading the latest published snapshot and its supporting evidence.
LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai AI Research Assistants 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 | 64.44 percentderived | Jul 27, 2026 | Rank.ai AI Research Assistants Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 20 urlsmeasured | Jul 27, 2026 | Rank.ai AI Research Assistants Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 6 brandsmeasured | Jul 27, 2026 | Rank.ai AI Research Assistants Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived | Jul 27, 2026 | Rank.ai AI Research Assistants Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived | Jul 27, 2026 | Rank.ai AI Research Assistants Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand owned-citation opportunity | 100 percentage_pointsderived | Jul 27, 2026 | Rank.ai AI Research Assistants Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 10 presence_eventsmeasured | Jul 27, 2026 | Rank.ai AI Research Assistants 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 |
|---|---|---|---|---|---|---|---|
| #1 | AI Research Assistants Prompt Brand Leadersai-research-assistants-prompt-brand-leaders | 100 | — | 100% | Jul 27, 2026 | v1-parent-6aaaab55f8f6a3e3 | Explain → |
| #8 | AI Research Assistants Engine Disagreement by Promptai-research-assistants-prompt-engine-disagreement | 64.44 | — | 100% | Jul 27, 2026 | v1-parent-6aaaab55f8f6a3e3 | Explain → |
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.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 10 | 0% | — | 1 | available |
| public prompt citation urls | 20 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
12 published observations for Which AI research assistants are best for finding, synthesizing, and citing reliable sources across complex questions?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | 100% | View source
|
| Distinct citation URLspublic-prompt-citation-urls | 20urls | measured | Jul 27, 2026 | 100% | View source
|
| #1 |
| AI Research Assistants Prompt Citation Opportunitiesai-research-assistants-prompt-citation-opportunity |
|---|
| 100 |
| — |
| 100% |
| Jul 27, 2026 |
| v2-parent-6aaaab55f8f6a3e3 |
| Explain → |
| 6 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 64.444444 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation gap | 100 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-ai-research-assistant","corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["a3e3b699-f711-4691-a8e9-e1847bda548f","b374351b-5034-4564-adee-482a2b3bfd50","14b60543-0b7a-4b61-b114-08171aa4e159"],"parentSnapshotId":"90b48a78-a237-4e5b-a147-59c7e398ad1c","providerMatrixVersion":"64232fd32583"}| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 64.4444percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 10presence_events | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 10presence_events | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 64.4444percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 20urls | measured | Jul 27, 2026 | 100% | View source
|
|---|