Loading company intelligence…
Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
https://nicklafferty.com/blog/ai-visibility-metrics-reference/ 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 | 5 positionmeasured |
| public_prompt_pagesCited answers | 1 answersmeasured |
| public_prompt_pagesCited-answer coverage | 2.78 percentderived |
| public_prompt_pagesEngine breadth | 1 enginesmeasured |
| public_prompt_pagesMean citation position | 5 positionderived |
| public_prompt_pagesMedian citation position | 5 positionderived |
| public_prompt_pagesPrompt breadth | 1 promptsmeasured |
Every currently published position, as of Sep 3, 2026 · 100% confidence · methodology v1-parent-36a0560c423828e5.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #88 | Most-cited pages in AI Visibility · United Kingdom answers | 2.78 | Explain Most-cited pages in AI Visibility · United Kingdom answers rank → |
Ranks privacy-safe canonical citation pages in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
100% confidence · 41% component coverage · as of Sep 3, 2026, 12:00 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | 615d66125d8a7874a2b21a3022f7b296ea0cff03fec91dcfa6747eddda17a35e | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| canonicalHostname | nicklafferty.com | Unavailable | — |
7 published observations for nicklafferty.com/blog/ai-visibility-metrics-reference/, all at 100% confidence, as of Sep 3, 2026. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | Evidence |
|---|---|---|---|
| Mean citation positionpublic-prompt-page-mean-position | 5position | derived | View source
|
| 0 |
| unavailableno_public_frozen_evidence |
| canonicalPageUrl | https://nicklafferty.com/blog/ai-visibility-metrics-reference/ | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 5 | Unavailable | 5 | 0 | unavailableno_public_frozen_evidence |
|---|
| promptDenominator | 12 | Unavailable | 12 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt page answer coverage | 2.777778 | 100% | 2.778 | 1 | available |
|---|
| public prompt page best position | 5 | 0% | 0 | 1 | available |
|---|
| public prompt page cited answer count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt page engine breadth | 1 | 0% | 0 | 1 | available |
|---|
| public prompt page mean position | 5 | 0% | 0 | 1 | available |
|---|
| public prompt page median position | 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 |
|---|
no_prior_published_snapshot
No component moved since the prior snapshot.
{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["646b8ce5-8fbb-4fb5-bc85-5a1320d0e2be","3b1ccf09-a761-4a20-9e0a-d7f0c334aadb","2cd30b6f-be83-417b-8ad3-b9ad8c403e7a","3fa70781-8f81-46e8-bfe0-eee33ddbc51d","abbadcdc-aa4a-4bd9-a3d7-10da45c31c53","b8a7780f-44fb-42f8-a602-4a2e81b1b42e","40524d9a-6743-4b22-be45-6bda8b0b398b","36932a3f-04f3-4a9a-8ce3-65574850f596","c49cbfde-2a9b-4798-aee8-f960581bb6a6","4015f3ad-3c30-44ea-b414-b5cf247cbe25","86153d56-a305-4cf5-853b-3259bcee4b84","a421ab87-7e7a-405f-b5d5-f1d296c343e0","477a4192-4176-4d3f-a93e-db8850dce284","bf8a7e2d-7c48-406c-a966-f7455095050e","b281a6c7-b1e0-457b-ab3f-63ff70b9b163","efa9e607-4d5c-4575-b000-be4ea3e22a31","69908500-00cb-4664-a60a-81c15b22a9f6","f985d2ef-91f9-4401-836f-63a221eea243","178a3a41-9aa3-4741-a23b-83ab2d3d093b","b0a99d5e-5787-4ce4-83e9-82a0e08a5cf1","430d31d3-47c5-45b7-b347-9588ad77f18c","f7535473-1f71-480c-b520-6b904ad6f33e","9d33ceae-7b49-49f9-818c-470dfa79b5d9","eeb6bae7-13c6-41a8-908f-5e05d22e3de5","e0bcac43-f053-41e9-af8d-2142246dc371","8a2a567d-3bc5-41b0-98f5-7ac2e2ec2408","e995ec4a-8526-4640-8bc6-2b276b575ad6","e1965ffe-424f-480f-87b0-6207347fbcde","8b7910eb-4827-4ee0-83e0-fcf5b779492a","441fdfbf-235c-4d7f-8e1a-f0128906429e","f7fcece3-fb3c-4e86-a9b1-7ab8dc0bcd8c","40f55be1-7060-4569-b6da-21e042f6aaa9","a1fb5b52-68bc-4f45-b37b-1af571e8ce21","56f412d8-4093-4475-8d8e-6702a7aa5ff5","0b6db5d8-925d-4597-993e-ec17787f9ec6","416c8244-8b26-444e-98db-9b187f82df35"],"benchmarkVersion":"4-ai-search-visibility-region-united-kingdom-e41bf64ef6f33cc6","providerMatrixVersion":"64232fd32583"}| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 5position | measured | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 5position | derived | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | View source
|
|---|