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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
https://fin.ai/learn/evaluate-vendor-lock-in-ai-customer-service as a canonical citation page in Rank.ai's public AI answer benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_pagesBest citation position | 6 positionmeasured |
| public_prompt_pagesCited answers | 1 answersmeasured |
| public_prompt_pagesCited-answer coverage | 2.08 percentderived |
| public_prompt_pagesEngine breadth | 1 enginesmeasured |
| public_prompt_pagesMean citation position | 6 positionderived |
| public_prompt_pagesMedian citation position | 6 positionderived |
| public_prompt_pagesPrompt breadth | 1 promptsmeasured |
Every currently published position, 100% confidence.
| Rank | Leaderboard | Score | As of | Method | Explain |
|---|---|---|---|---|---|
| #95 | Most-cited pages in AI Developer Tools answers | 2.78 | Aug 8, 2026 | v1-parent-993085b528082880 | Explain Most-cited pages in AI Developer Tools answers rank → |
| #97 | Most-cited pages in Cloud GPU Platforms answers | 2.78 | Aug 9, 2026 | v1-parent-c13d7518a32be52c | Explain Most-cited pages in Cloud GPU Platforms answers rank → |
| #83 | Most-cited pages in CRM Platforms answers | 2.78 | Aug 11, 2026 | v1-parent-36ceaedf228a34c9 | Explain Most-cited pages in CRM Platforms answers rank → |
| #19 |
The explanation service did not return a publishable result.
49 published observations for fin.ai/learn/evaluate-vendor-lock-in-ai-customer-service, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Sep 1, 2026 | View source
|
| Most-cited pages in Customer Support answers |
|---|
| 4.17 |
| Aug 16, 2026 |
| v1-parent-bf630b8e30a1bc82 |
| Explain Most-cited pages in Customer Support answers rank → |
| #15 | Most-cited pages in Sales Intelligence answers | 4.17 | Aug 18, 2026 | v1-parent-770eba99111181a0 | Explain Most-cited pages in Sales Intelligence answers rank → |
|---|
| #19 | Most-cited pages in Collaboration answers | 2.08 | Aug 21, 2026 | v1-parent-b17099dda23e66d0 | Explain Most-cited pages in Collaboration answers rank → |
|---|
| #114 | Most-cited pages in AI Customer Agents answers | 2.08 | Sep 1, 2026 | v1-parent-254cdab6e5362024 | Explain Most-cited pages in AI Customer Agents answers rank → |
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Sep 1, 2026 | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 6position | measured | Sep 1, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.0833percent | derived | Sep 1, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Sep 1, 2026 | View source
|
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| Median citation positionpublic-prompt-page-median-position | 6position | derived | Sep 1, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 6position | derived | Sep 1, 2026 | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 1position | measured | Aug 21, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Aug 21, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.0833percent | derived | Aug 21, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Aug 21, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 21, 2026 | View source
|
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| Mean citation positionpublic-prompt-page-mean-position | 1position | derived | Aug 21, 2026 | View source
|
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| Median citation positionpublic-prompt-page-median-position | 1position | derived | Aug 21, 2026 | View source
|
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| Mean citation positionpublic-prompt-page-mean-position | 4.5position | derived | Aug 18, 2026 | View source
|
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| Best citation positionpublic-prompt-page-best-position | 2position | measured | Aug 18, 2026 | View source
|
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| Engine breadthpublic-prompt-page-engine-breadth | 2engines | measured | Aug 18, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 4.5position | derived | Aug 18, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 4.1667percent | derived | Aug 18, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 2answers | measured | Aug 18, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 18, 2026 | View source
|
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 16, 2026 | View source
|
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| Best citation positionpublic-prompt-page-best-position | 5position | measured | Aug 16, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 2engines | measured | Aug 16, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 4.1667percent | derived | Aug 16, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 5.5position | derived | Aug 16, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 2answers | measured | Aug 16, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 5.5position | derived | Aug 16, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Aug 11, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Aug 11, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 5position | derived | Aug 11, 2026 | View source
|
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| Mean citation positionpublic-prompt-page-mean-position | 5position | derived | Aug 11, 2026 | View source
|
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| Best citation positionpublic-prompt-page-best-position | 5position | measured | Aug 11, 2026 | View source
|
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 11, 2026 | View source
|
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| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Aug 11, 2026 | View source
|
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| Best citation positionpublic-prompt-page-best-position | 7position | measured | Aug 9, 2026 | View source
|
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 9, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 7position | derived | Aug 9, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Aug 9, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Aug 9, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Aug 9, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 7position | derived | Aug 9, 2026 | View source
|
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 8, 2026 | View source
|
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| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Aug 8, 2026 | View source
|
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| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Aug 8, 2026 | View source
|
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| Best citation positionpublic-prompt-page-best-position | 5position | measured | Aug 8, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 5position | derived | Aug 8, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Aug 8, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 5position | derived | Aug 8, 2026 | View source
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