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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
https://sedestral.com/en/blog/ai-search-visibility-tools 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 | 3 positionmeasured |
| public_prompt_pagesCited answers | 2 answersmeasured |
| public_prompt_pagesCited-answer coverage | 5.56 percentderived |
| public_prompt_pagesEngine breadth | 2 enginesmeasured |
| public_prompt_pagesMean citation position | 3.5 positionderived |
| public_prompt_pagesMedian citation position | 3.5 positionderived |
| public_prompt_pagesPrompt breadth | 1 promptsmeasured |
Every currently published position, 100% confidence.
| Rank | Leaderboard | Score | Movement | As of | Method | Explain |
|---|---|---|---|---|---|---|
| #7 | Most-cited pages in AI Visibility Platforms answers | 5.56 | 43 ranks gained | Sep 11, 2026 | v1-parent-aeaa87829ffde373 | Explain Most-cited pages in AI Visibility Platforms answers rank → |
| #79 | Most-cited pages in AI Visibility · In-house SEO/AEO Lead answers | 2.78 | 73 ranks lost | Sep 7, 2026 | v1-parent-0445b5122b42e8cd | Explain Most-cited pages in AI Visibility · In-house SEO/AEO Lead answers rank → |
| #3 | Most-cited pages in AI Visibility · Agency Owner answers | 8.33 |
Ranks privacy-safe canonical citation pages in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence.
100% confidence · 41% component coverage · as of Sep 11, 2026, 12:00 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | b0525967541352e958eae0dfdc70962abc931f586b1394c7207a4be7d4ba1b33 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| canonicalHostname | sedestral.com | Unavailable | — | 0 | unavailable |
50 published observations for sedestral.com/en/blog/ai-search-visibility-tools, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Best citation positionpublic-prompt-page-best-position | 3position | measured | Sep 11, 2026 | View source
|
| 49 ranks gained |
| Sep 8, 2026 |
| v1-parent-b5955dacfab0d771 |
| Explain Most-cited pages in AI Visibility · Agency Owner answers rank → |
| #51 | Most-cited pages in AI Visibility · Startup Founder answers | 2.78 | 40 ranks lost | Sep 9, 2026 | v1-parent-e1ddfa4293e59fce | Explain Most-cited pages in AI Visibility · Startup Founder answers rank → |
|---|
| canonicalPageUrl | https://sedestral.com/en/blog/ai-search-visibility-tools | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 2 | Unavailable | 2 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 7 | Unavailable | 7 | 0 | unavailableno_public_frozen_evidence |
|---|
| promptDenominator | 12 | Unavailable | 12 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt page answer coverage | 5.555556 | 100% | 5.556 | 1 | available |
|---|
| public prompt page best position | 3 | 0% | 0 | 1 | available |
|---|
| public prompt page cited answer count | 2 | 0% | 0 | 1 | available |
|---|
| public prompt page engine breadth | 2 | 0% | 0 | 1 | available |
|---|
| public prompt page mean position | 3.5 | 0% | 0 | 1 | available |
|---|
| public prompt page median position | 3.5 | 0% | 0 | 1 | available |
|---|
| public prompt page prompt breadth | 1 | 0% | 0 | 1 | available |
|---|
| queryStringsPublished | 0 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
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Mean citation positionpublic-prompt-page-mean-position | 3.5position | derived | Sep 11, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 3.5position | derived | Sep 11, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Sep 11, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 2answers | measured | Sep 11, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 5.5556percent | derived | Sep 11, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 2engines | measured | Sep 11, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Sep 9, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Sep 9, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 3position | derived | Sep 9, 2026 | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 3position | measured | Sep 9, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Sep 9, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 3position | derived | Sep 9, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Sep 9, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 8.3333percent | derived | Sep 8, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 2engines | measured | Sep 8, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 3answers | measured | Sep 8, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 2position | derived | Sep 8, 2026 | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 1position | measured | Sep 8, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 2position | derived | Sep 8, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 2prompts | measured | Sep 8, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 4position | derived | Sep 7, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Sep 7, 2026 | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Sep 7, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Sep 7, 2026 | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 4position | measured | Sep 7, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 4position | derived | Sep 7, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Sep 7, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 2position | derived | Aug 3, 2026 | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Aug 3, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Aug 3, 2026 | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Aug 3, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 2position | derived | Aug 3, 2026 | View source
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 3, 2026 | View source
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| Best citation positionpublic-prompt-page-best-position | 2position | measured | Aug 3, 2026 | View source
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Aug 1, 2026 | View source
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| Mean citation positionpublic-prompt-page-mean-position | 2position | derived | Aug 1, 2026 | View source
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| Cited-answer coveragepublic-prompt-page-answer-coverage | 5.5556percent | derived | Aug 1, 2026 | View source
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| Best citation positionpublic-prompt-page-best-position | 1position | measured | Aug 1, 2026 | View source
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| Median citation positionpublic-prompt-page-median-position | 2position | derived | Aug 1, 2026 | View source
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| Cited answerspublic-prompt-page-cited-answer-count | 2answers | measured | Aug 1, 2026 | View source
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| Engine breadthpublic-prompt-page-engine-breadth | 2engines | measured | Aug 1, 2026 | View source
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| Best citation positionpublic-prompt-page-best-position | 3position | measured | Jul 31, 2026 | View source
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| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | Jul 31, 2026 | View source
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| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | Jul 31, 2026 | View source
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| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | Jul 31, 2026 | View source
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| Mean citation positionpublic-prompt-page-mean-position | 3position | derived | Jul 31, 2026 | View source
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| Median citation positionpublic-prompt-page-median-position | 3position | derived | Jul 31, 2026 | View source
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| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | Jul 31, 2026 | View source
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| Median citation positionpublic-prompt-page-median-position | 2position | derived | Jul 30, 2026 | View source
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