Loading company intelligence…
Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
https://frictionai.co/blog/ai-brand-monitoring 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 | 1 answersmeasured |
| public_prompt_pagesCited-answer coverage | 2.78 percentderived |
| public_prompt_pagesEngine breadth | 1 enginesmeasured |
| public_prompt_pagesMean citation position | 3 positionderived |
| public_prompt_pagesMedian citation position | 3 positionderived |
| public_prompt_pagesPrompt breadth | 1 promptsmeasured |
Every currently published position, as of Aug 3, 2026 · 100% confidence · methodology v1-parent-aeaa87829ffde373.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #67 | Most-cited pages in AI Visibility Platforms answers | 2.78 | Explain Most-cited pages in AI Visibility Platforms 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 Aug 3, 2026, 12:00 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | abd81ac3eaab33e2769635521bbfa12e9eea1fd7fa3cd97395fb7a23b61b1939 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| canonicalHostname | frictionai.co | Unavailable | — | 0 | unavailable |
7 published observations for frictionai.co/blog/ai-brand-monitoring, all at 100% confidence, as of Aug 3, 2026. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | Evidence |
|---|---|---|---|
| Best citation positionpublic-prompt-page-best-position | 3position | measured | View source
|
| canonicalPageUrl | https://frictionai.co/blog/ai-brand-monitoring | 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 | 3 | Unavailable | 3 | 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 | 3 | 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 | 3 | 0% | 0 | 1 | available |
|---|
| public prompt page median position | 3 | 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-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 3position | derived | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 3position | derived | View source
|
|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | View source
|
|---|
| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | View source
|
|---|