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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 Voice & Audio 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 | 91.67 percentderived |
| public_prompt_insightsDistinct citation URLs | 14 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 4 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 33.33 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 5 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 35 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 134.17 index_pointsderived |
Every currently published position, as of Aug 29, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #2 | AI Voice & Audio Prompt Brand Leaders | 66.67 | 1 ranks gained | v2-parent-58bd19394248dcb8 | Explain AI Voice & Audio Prompt Brand Leaders rank → |
| #1 | AI Voice & Audio Engine Disagreement by Prompt | 91.67 | 11 ranks gained | v2-parent-58bd19394248dcb8 | Explain AI Voice & Audio Engine Disagreement by Prompt rank → |
| #2 | AI Voice & Audio Prompt Citation Opportunities | 33.33 | 1 |
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 Aug 29, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 5 | 0% | — |
| public prompt citation urls | 14 | 0% | — |
| public prompt distinct reviewed brands | 4 | 0% | — |
| public prompt engine disagreement | 91.666667 | 0% | — |
| public prompt leading brand consensus | 66.666667 |
23 published observations for Which AI voice platforms are strongest for natural text-to-speech with emotion, pronunciation, style, consistency, languages, and long-form audio?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Aug 29, 2026 | View source
|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 35percentage_points | derived | Aug 29, 2026 | View source
|
| v2-parent-58bd19394248dcb8 |
| Explain AI Voice & Audio Prompt Citation Opportunities rank → |
| #5 | AI Voice & Audio Prompt Volatility | 134.17 | — | v1-parent-58bd19394248dcb8 | Explain AI Voice & Audio Prompt Volatility rank → |
|---|
| 100% |
| 66.667 |
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 33.333334 | 0% | — |
|---|
{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","corpusVersion":"ai-voice-audio-platforms-2026-07-27","runArtifactIds":["2867da6a-614b-4b56-9a7d-dca4236990c7","b80190f6-424a-4931-970b-657f47dc41b6","f13909bc-9305-46ce-bc3a-7876c8cf42cc"],"parentSnapshotId":"71d20bba-f774-4aad-9e18-c7f0ec51b00d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-voice-text-to-speech","currentSnapshotId":"8bf97ebe-b49c-4abe-812e-6ba6187ccf6f","previousSnapshotId":"398e12fd-4958-4407-ad37-ee46d9805bef"}| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 29, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Aug 29, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 29, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 14urls | measured | Aug 29, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 91.6667percent | derived | Aug 29, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 29, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Aug 29, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Aug 29, 2026 | View source
|
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| Prompt volatility indexpublic-prompt-volatility-index | 134.1667index_points | derived | Aug 29, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 10presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 56.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 10presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 56.6667percent | derived | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 22urls | measured | Jul 27, 2026 | View source
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| Distinct citation URLspublic-prompt-citation-urls | 22urls | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
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