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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai AI Customer Agents benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_insightsCross-engine brand disagreement | 100 percentderived |
| public_prompt_insightsDistinct citation URLs | 16 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 3 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 33.33 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 3 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 16.67 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 125 index_pointsderived |
Every currently published position, as of Sep 1, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #5 | AI Customer Agents Prompt Brand Leaders | 33.33 | 1 ranks gained | v2-parent-254cdab6e5362024 | Explain AI Customer Agents Prompt Brand Leaders rank → |
| #3 | AI Customer Agents Engine Disagreement by Prompt | 100 | 5 ranks gained | v2-parent-254cdab6e5362024 | Explain AI Customer Agents Engine Disagreement by Prompt rank → |
| #3 | AI Customer Agents Prompt Citation Opportunities | 33.33 |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
100% confidence · 100% component coverage · as of Sep 1, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 3 | 0% | — |
| public prompt citation urls | 16 | 0% | — |
| public prompt distinct reviewed brands | 3 | 0% | — |
| public prompt engine disagreement | 100 | 0% | — |
| public prompt leading brand consensus | 33.333333 | 100% |
23 published observations for Which AI support agent is strongest for a software company using product context, account data, technical documentation, and human escalation?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Sep 1, 2026 | View source
|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Sep 1, 2026 | View source
|
| 9 ranks gained |
| v2-parent-254cdab6e5362024 |
| Explain AI Customer Agents Prompt Citation Opportunities rank → |
| #8 | AI Customer Agents Prompt Volatility | 125 | — | v1-parent-254cdab6e5362024 | Explain AI Customer Agents Prompt Volatility rank → |
|---|
| 33.333 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 33.333333 | 0% | — |
|---|
{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-customer-agent-saas","corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["9276aa41-eef9-49af-8d13-43cb077f05d6","9f3aeb00-3522-4c41-b744-3ba0ce364d08","e8bf7ab1-4621-49f5-b12b-40dd77de914a"],"parentSnapshotId":"327bfab8-d298-4c5f-8adc-58f406c1f295","providerMatrixVersion":"64232fd32583"}| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Sep 1, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Sep 1, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 16.6667percentage_points | derived | Sep 1, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Sep 1, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Sep 1, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Sep 1, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Sep 1, 2026 | View source
|
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| Prompt volatility indexpublic-prompt-volatility-index | 125index_points | derived | Sep 1, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 100percent | derived | Sep 1, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 20urls | measured | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 83.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 20urls | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 83.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Jul 27, 2026 | View source
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