Reviewed legal AI platforms ranked by recommendation-prompt presence across three configured model APIs.
Legal AI engine disagreement by prompt
16 prompts ranked by cross engine brand disagreement.
Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations. is out in front at 100.0%.
16 promptschecked Aug 30, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations.
100.0%cross engine brand disagreement
- Ahead of second place
- 0%
- Held by the top three
- 25%
- Middle of the board
- 88.9%
- Below half the leader
- 3 of 16
Create a reproducible legal AI evaluation covering authority validity, citation support, jurisdiction, dates, holdings, exceptions, and hallucinations.
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
- Published rank
- #15
- Score
- 0 presence_events
- Sample size
- 3
100% confidence · 100% component coverage · as of Aug 30, 2026, 12:00 AM UTC
Component ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 0 | 0% | — |
| public prompt citation urls | 4 | 0% | — |
| public prompt distinct reviewed brands | 0 | 0% | — |
| public prompt engine disagreement | 0 | 100% | 0 |
| public prompt leading brand consensus | 0 | 0% | — |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
| public prompt leading brand owned citation gap | 0 | 0% | — |
down since prior snapshot
- public prompt engine disagreement66.667 → 0-66.667
- public prompt leading brand consensus33.333 → 0-33.333
- public prompt leading brand owned citation coverage33.333 → 0-33.333
- public prompt citation urls10 → 4-6
- public prompt brand presence events1 → 0-1
- public prompt distinct reviewed brands1 → 0-1
- public prompt leading brand owned citation gap0 → 00
Source trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 30, 2026, 12:00 AM UTC0 presence_events100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Aug 30, 2026, 12:00 AM UTC4 urls100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 30, 2026, 12:00 AM UTC0 brands100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 30, 2026, 12:00 AM UTC0 percentage_points100% confidence
- Source
- Rank.ai Legal AI Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"legal-ai-accuracy-test","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["2f88be41-3dea-49b8-a6b7-2503964ac8f5","bd9ae76b-b844-4b77-ba67-6e03c0a16415","8e9ef979-9465-41d7-b2b1-c1e7bf2fb969"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
Free to reference with attribution. Copy a ready-made citation, or link to this page directly. The underlying table updates in place.
- Plain text
Legal AI Engine Disagreement by Prompt. Rank.ai, data as of August 30, 2026. https://www.rank.ai/rankings/legal-ai/legal-ai-platforms-prompt-engine-disagreement - HTML
<a href="https://www.rank.ai/rankings/legal-ai/legal-ai-platforms-prompt-engine-disagreement">Legal AI Engine Disagreement by Prompt</a> — Rank.ai, data as of August 30, 2026 - Markdown
[Legal AI Engine Disagreement by Prompt](https://www.rank.ai/rankings/legal-ai/legal-ai-platforms-prompt-engine-disagreement) — Rank.ai, data as of August 30, 2026 - APA
Rank.ai. (2026). Legal AI Engine Disagreement by Prompt. Retrieved September 20, 2026, from https://www.rank.ai/rankings/legal-ai/legal-ai-platforms-prompt-engine-disagreement
<iframe src="https://www.rank.ai/embed/boards/legal-ai-platforms-prompt-engine-disagreement" title="Legal AI Engine Disagreement by Prompt" width="100%" height="420" loading="lazy" style="border:1px solid #111;max-width:720px"></iframe>
<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/legal-ai/legal-ai-platforms-prompt-engine-disagreement">Legal AI Engine Disagreement by Prompt</a> by Rank.ai</p>More in Legal AI
Legal research, drafting, contract, litigation, and knowledge products ranked across a fixed buying corpus.
Reviewed vendors ranked by presence across every answer in the complete category cohort.
Reviewed vendors ranked by distinct answer-level citations to their canonical domains.
See how your brand ranks in AI answers.
The same measurement behind this board, run on your own domain — free, by email, in about a minute.