Vendor recommendation presence in a disclosed enterprise VP of marketing prompt context.
RANK.AI DATA / LATEST PUBLICATION
AI visibility platforms, in house SEO/AEO Lead
14 companies ranked by recommendation prompt presence.
Profound is out in front at 45.8%.
14 companieschecked Jul 30, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
Profound
45.8%recommendation prompt presence
- Ahead of second place
- 20.8%
- Held by the top three
- 61%
- Middle of the board
- 8.3%
- Below half the leader
- 12 of 14
Highest 45.8%Middle 8.3%
WHY THIS RANK / VERIFIED SNAPSHOT
Otterly AI
Ranks a reviewed AI Visibility · In-house SEO/AEO Lead brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
availablePermalink to this snapshot ↗
- Published rank
- #4
- Score
- 12.5 percent
- Sample size
- 24
100% confidence · 100% component coverage · as of Jul 30, 2026, 12:00 AM UTC
SCORE CONSTRUCTION
13/13 evidencedComponent ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt anthropic brand mention coverage | 0 | 0% | — |
| public prompt anthropic brand recommendation presence | 0 | 0% | — |
| public prompt brand citation share | 0 | 0% | — |
| public prompt brand engine breadth | 2 | 0% | — |
| public prompt brand mention coverage | 8.333333 | 0% | — |
| public prompt brand mention share | 7.5 | 0% | — |
| public prompt brand recommendation presence | 12.5 | 100% | 12.5 |
| public prompt gemini brand citation share | 0 | 0% | — |
| public prompt gemini brand mention coverage | 8.333333 | 0% | — |
| public prompt gemini brand recommendation presence | 12.5 | 0% | — |
| public prompt openai brand citation share | 0 | 0% | — |
| public prompt openai brand mention coverage | 16.666667 | 0% | — |
| public prompt openai brand recommendation presence | 25 | 0% | — |
WHY IT MOVED
0 ranksflat since prior snapshot
No component moved since the prior snapshot.
PRIMARY EVIDENCE
13 public recordsSource trail
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Jul 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Jul 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Jul 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Jul 30, 2026, 12:00 AM UTC2 engines100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Jul 30, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Jul 30, 2026, 12:00 AM UTC7.5 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Jul 30, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini citation sharepublic prompt gemini brand citation share · observed Jul 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Jul 30, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Jul 30, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI citation sharepublic prompt openai brand citation share · observed Jul 30, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Jul 30, 2026, 12:00 AM UTC16.667 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Jul 30, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["fe396885-6678-4ed0-8829-0177bd9df5e4","e87d9478-91dc-4e73-840f-1551eae7c59a","9d718127-1cd8-4e06-a521-4c356d60edc9","df3d10f9-c9e0-4e25-b0e8-bff9b0264ca1","34bf45c7-d5e6-4936-a875-2f7e61bd1441","3d04d6e4-ab9e-4ae2-b068-95510027eed8","944cd579-dd46-4e35-a3b0-06e407c373e9","c64f9af8-5122-4877-b73e-0376e2799108","79b19668-9f3f-4bd3-89d6-d52e2e50a9fb","76def53f-3f38-441e-95ff-f7e8256b5c41","52900fd0-df6f-4f06-ba1e-f4a513b433aa","04699d41-1284-43b5-b798-94e820a00355","4ce7b130-daa9-44c0-afb8-cf0c5b40de14","81fd240b-fc0f-424a-b10a-f9cf6b371d11","5438dfdd-d898-4ef3-969f-b1d1fd499cd3","fcdbd4d8-25f1-4138-8d80-c421f1835ffb","1dc5bdcb-09c7-4c68-a7f2-07efae1c4449","e95559e0-2796-4918-84c5-3ca426fb9bcc","e5116ecc-6b4c-42ca-a31e-88d9379bdb25","27807776-effe-43ae-b75a-eaf752368ef9","4b3eeb90-01c8-495a-924a-77536e20d494","95cff164-0b19-4511-905c-2ca3234424b2","8ac73977-22a4-4b1e-b795-819c85e5144a","4924f29d-d8cb-4ec2-9c45-bc2dbcd3c441","310b0aad-1f05-47da-b0e0-057151af04e9","eefb3f19-fa1e-4a95-af4c-2ee6b7e1ff17","9405b1d5-4d54-4b75-a787-9fbc88cafdcb","6d836412-397e-44be-9e8b-a2dba6f1fc20","3884106e-3636-4e45-9f49-cfc378ed8d75","4633eb98-2d60-40d0-8f1e-f8e50f9045ed","3e887f9c-1c85-4aad-aedd-dde7aca3267b","1ab29206-32d3-4581-8651-bec301d226e2","e3d10afe-c48f-4621-87b3-bf9b7ff24aa5","abb65a2f-bfb9-42fb-a068-5d3b5e63f682","07044a70-ad0c-4c83-a9c0-c855ccb39534","6f32f917-a8c2-4290-93dd-099ea8c9a538"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
More in AI visibility by buyer
AI visibility platforms ranked across disclosed persona-specific buying corpora for enterprise, in-house, agency, and startup buyers.
Vendor recommendation presence in a disclosed multi-client agency-owner prompt context.
Vendor recommendation presence in a disclosed small-team founder prompt context.