Reviewed CRM vendors ranked by recommendation-prompt presence across three configured model APIs.
CRM platforms engine disagreement by prompt
12 prompts ranked by cross engine brand disagreement.
Create a proof-of-concept scorecard for CRM platforms using real lead, opportunity, forecasting, automation, reporting, and migration tasks. is out in front at 100.0%.
12 promptschecked Aug 11, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Create a proof-of-concept scorecard for CRM platforms using real lead, opportunity, forecasting, automation, reporting, and migration tasks.
100.0%cross engine brand disagreement
- Ahead of second place
- 6.7%
- Held by the top three
- 33%
- Middle of the board
- 84.5%
- Below half the leader
- 2 of 12
Recommend a CRM for a small business that needs quick setup, sales pipeline management, email integration, automation, and clear pricing.
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
- #2
- Score
- 93.333 percent
- Sample size
- 3
100% confidence · 100% component coverage · as of Aug 11, 2026, 12:00 AM UTC
Component ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 6 | 0% | — |
| public prompt citation urls | 14 | 0% | — |
| public prompt distinct reviewed brands | 5 | 0% | — |
| public prompt engine disagreement | 93.333333 | 100% | 93.333 |
| public prompt leading brand consensus | 66.666667 | 0% | — |
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
| public prompt leading brand owned citation gap | 33.333334 | 0% | — |
up since prior snapshot
- public prompt engine disagreement54.365 → 93.333+38.968
- public prompt leading brand owned citation gap66.667 → 33.333-33.333
- public prompt leading brand consensus100 → 66.667-33.333
- public prompt brand presence events12 → 6-6
- public prompt citation urls19 → 14-5
- public prompt distinct reviewed brands7 → 5-2
- public prompt leading brand owned citation coverage33.333 → 33.3330
Source trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 11, 2026, 12:00 AM UTC6 presence_events100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Aug 11, 2026, 12:00 AM UTC14 urls100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 11, 2026, 12:00 AM UTC5 brands100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 11, 2026, 12:00 AM UTC93.333 percent100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 11, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 11, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 11, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
- Source
- Rank.ai CRM Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-small-business-crm","corpusVersion":"crm-platforms-2026-07-27","runArtifactIds":["bc6e208d-edd4-497a-8400-b9b8f9b8de56","3da1f9e7-46f3-4e7b-8e21-0446df3be005","cd4c2dc5-42dc-4f00-8e02-e4de3e19e4e1"],"parentSnapshotId":"1a4e0773-967f-402f-a9ef-306848157af8","providerMatrixVersion":"64232fd32583"}
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CRM Platforms Engine Disagreement by Prompt. Rank.ai, data as of August 11, 2026. https://www.rank.ai/rankings/crm-platforms/crm-platforms-prompt-engine-disagreement - HTML
<a href="https://www.rank.ai/rankings/crm-platforms/crm-platforms-prompt-engine-disagreement">CRM Platforms Engine Disagreement by Prompt</a> — Rank.ai, data as of August 11, 2026 - Markdown
[CRM Platforms Engine Disagreement by Prompt](https://www.rank.ai/rankings/crm-platforms/crm-platforms-prompt-engine-disagreement) — Rank.ai, data as of August 11, 2026 - APA
Rank.ai. (2026). CRM Platforms Engine Disagreement by Prompt. Retrieved September 10, 2026, from https://www.rank.ai/rankings/crm-platforms/crm-platforms-prompt-engine-disagreement
<iframe src="https://www.rank.ai/embed/boards/crm-platforms-prompt-engine-disagreement" title="CRM Platforms 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/crm-platforms/crm-platforms-prompt-engine-disagreement">CRM Platforms Engine Disagreement by Prompt</a> by Rank.ai</p>More in CRM platforms
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