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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
lookout.com as a URL-derived citation source 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_sourcesBest citation position | 3 positionmeasured |
| public_prompt_sourcesCited answers | 1 answersmeasured |
| public_prompt_sourcesCited-answer coverage | 2.78 percentderived |
| public_prompt_sourcesDistinct citation URLs | 1 URLsmeasured |
| public_prompt_sourcesEngine breadth | 1 enginesmeasured |
| public_prompt_sourcesMean citation position | 3 positionderived |
| public_prompt_sourcesMedian citation position | 3 positionderived |
Every currently published position, as of Sep 9, 2026 · 100% confidence · methodology v2-parent-e1ddfa4293e59fce.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #44 | Most-cited domains in AI Visibility · Startup Founder answers | 2.78 | Explain Most-cited domains in AI Visibility · Startup Founder answers rank → |
Ranks URL-derived citation hostnames in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
100% confidence · 50% component coverage · as of Sep 9, 2026, 12:00 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | bda809f41f77b97558f03088f591f61b2f4890a1e69be6e116942b35078fcc86 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailable |
7 published observations for lookout.com, all at 100% confidence, as of Sep 9, 2026. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | Evidence |
|---|---|---|---|
| Mean citation positionpublic-prompt-source-mean-position | 3position | derived | View source
|
| hostname | lookout.com | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 3 | Unavailable | 3 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt source answer coverage | 2.777778 | 100% | 2.778 | 1 | available |
|---|
| public prompt source best position | 3 | 0% | 0 | 1 | available |
|---|
| public prompt source cited answer count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source distinct URL count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source engine breadth | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source mean position | 3 | 0% | 0 | 1 | available |
|---|
| public prompt source median position | 3 | 0% | 0 | 1 | available |
|---|
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
entity_not_ranked_in_prior_snapshot
No component moved since the prior snapshot.
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Best citation positionpublic-prompt-source-best-position | 3position | measured | View source
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| Engine breadthpublic-prompt-source-engine-breadth | 1engines | measured | View source
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| Cited answerspublic-prompt-source-cited-answer-count | 1answers | measured | View source
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| Distinct citation URLspublic-prompt-source-distinct-url-count | 1URLs | measured | View source
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| Median citation positionpublic-prompt-source-median-position | 3position | derived | View source
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| Cited-answer coveragepublic-prompt-source-answer-coverage | 2.7778percent | derived | View source
|
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