Vendor recommendation presence in a disclosed enterprise VP of marketing prompt context.
AI visibility by buyer
AI visibility platforms, in house SEO/AEO Lead
14 companies ranked by how often answers to recommendation questions name or cite them.
45.8%
Profound ranks first
Recommendation prompt presence
14
Companies ranked
Oct 16
Snapshot recorded
2026 · Rotating schedule
24
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 14 companies by recommendation prompt presence
Profound leads at 45.8%; the middle of the board sits at 6.3%.
- Ahead of second place
- 12.5%
- Held by the top three
- 69%
- Middle of the board
- 6.3%
- Below half the leader
- 11 of 14
Rank, name and recommendation prompt presenceMiddle 6.3%
- 1Profound45.8%
- 2Semrush33.3%
- 3HubSpot AEO25.0%
- 4Otterly AI12.5%
- 5Rankscale8.3%
- 6Peec AI8.3%
- 7Scrunch8.3%
- 8Goodie4.2%
- 9Evertune4.2%
- 10AthenaHQ0.0%
- 11Bluefish AI0.0%
- 12Conductor0.0%
- 13Rank.ai0.0%
- 14Writesonic0.0%
24 checks behind each row · 100% confidence across rows.
| Rank | Name | Recommendation prompt presence | Mention coverage | Share of names | Cited as source | Change | Why |
|---|---|---|---|---|---|---|---|
| 01 | Profound | 45.8% | 36.11% · 13 / 36 | 31.71% · 13 / 41 | 50% · 9 / 18 | This rankMy rank | |
| 02 | Semrush | 33.3% | 30.56% · 11 / 36 | 26.83% · 11 / 41 | 11.11% · 2 / 18 | This rankMy rank | |
| 03 | HubSpot AEO | 25.0% | 16.67% · 6 / 36 | 14.63% · 6 / 41 | 22.22% · 4 / 18 | 1 | This rankMy rank |
| 04 | Otterly AI | 12.5% | 8.33% · 3 / 36 | 7.32% · 3 / 41 | 11.11% · 2 / 18 | 1 | ShowingMy rank |
| 05 | Rankscale | 8.3% | 5.56% · 2 / 36 | 4.88% · 2 / 41 | 0% · 0 / 18 | 8 | This rankMy rank |
| 06 | Peec AI | 8.3% | 5.56% · 2 / 36 | 4.88% · 2 / 41 | 0% · 0 / 18 | 1 | This rankMy rank |
| 07 | Scrunch | 8.3% | 5.56% · 2 / 36 | 4.88% · 2 / 41 | 0% · 0 / 18 | 7 | This rankMy rank |
| 08 | Goodie | 4.2% | 2.78% · 1 / 36 | 2.44% · 1 / 41 | 5.56% · 1 / 18 | 1 | This rankMy rank |
| 09 | Evertune | 4.2% | 2.78% · 1 / 36 | 2.44% · 1 / 41 | 0% · 0 / 18 | 1 | This rankMy rank |
| 10 | AthenaHQ | 0.0% | 0% · 0 / 36 | 0% · 0 / 41 | 0% · 0 / 18 | This rankMy rank | |
| 11 | Bluefish AI | 0.0% | 0% · 0 / 36 | 0% · 0 / 41 | 0% · 0 / 18 | This rankMy rank | |
| 12 | Conductor | 0.0% | 0% · 0 / 36 | 0% · 0 / 41 | 0% · 0 / 18 | 7 | This rankMy rank |
| 13 | Rank.ai | 0.0% | 0% · 0 / 36 | 0% · 0 / 41 | 0% · 0 / 18 | 1 | This rankMy rank |
| 14 | Writesonic | 0.0% | 0% · 0 / 36 | 0% · 0 / 41 | 0% · 0 / 18 | 8 | This rankMy rank |
Why this rank
Otterly AI on AI Visibility Platforms — In-house SEO/AEO Lead
Snapshot of Oct 16, 2026, 12:00 AM UTC · Link to this snapshot
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.
4
Rank on this board
12.5 percent
Score
24
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Recommendation presence | 12.5 | 12.5 |
Moved down since the previous snapshot
-1 places- Gemini brand recommendation presence37.5 to 12.5-25
- OpenAI brand recommendation presence50 to 25-25
- Recommendation presence29.167 to 12.5-16.667
- Gemini brand mention coverage25 to 8.333-16.667
- OpenAI brand mention coverage33.333 to 16.667-16.667
- Mention coverage19.444 to 8.333-11.111
- Mention share15.909 to 7.317-8.592
- Gemini brand citation share11.111 to 14.286+3.175
- Citation share8.333 to 11.111+2.778
- OpenAI brand citation share6.667 to 9.091+2.424
- Anthropic brand mention coverage0 to 00
- Anthropic brand recommendation presence0 to 00
- Engine breadth2 to 20
Where each number comes from
13 public recordsAnthropic mention coverageAnthropic brand mention coverage · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Citation shareCitation share · observed Oct 16, 2026, 12:00 AM UTC11.111 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Engine breadthEngine breadth · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Mention coverageMention coverage · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence shareMention share · observed Oct 16, 2026, 12:00 AM UTC7.317 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presenceRecommendation presence · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini citation shareGemini brand citation share · observed Oct 16, 2026, 12:00 AM UTC14.286 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini mention coverageGemini brand mention coverage · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI citation shareOpenAI brand citation share · observed Oct 16, 2026, 12:00 AM UTC9.091 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI mention coverageOpenAI brand mention coverage · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Oct 16, 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":["7f587645-8e40-470a-b7bf-1dd90fa61b2a","aa5ae5f6-b1ba-4614-92f6-cb60fccf17ec","2c9a4240-1896-4089-adf6-ea9c11c3f73e","6e07677c-2b76-4dc0-86c1-b2c9d11721e1","7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","855ec969-565b-43bf-a2c7-e5e1cf05244c","b39275e0-c67d-4856-9f2d-7eb600ee8b7c","1f840dc2-e3e5-4c1c-9d91-d9dbfe44ab72","a9f9fc33-6d4d-475a-a389-498d53f536bd","4e18dac3-acb5-412f-b728-fb0c75cb5c2e","cd2b1d6f-1151-4cfe-8380-d981d4a68c02","17d976ab-5a74-488d-8fc5-38e0ee8a86f6","af65a8f5-7359-45f8-9447-53d114dc4380","82700945-c000-46f3-b907-962ed47d0d11","ff874ca9-dd5f-4e71-ac8d-1f81cbb59df2","35051a33-442f-454d-a32a-67b46a62e444","99161e58-1717-4208-b845-0230b23a05ef","28ffbcde-5bda-4bd4-9717-1b8b2a27dfaa","9a7c015f-fc66-4ec7-b266-592245d4a6cf","a3ade657-62ea-4d92-bd63-020aa417f97d","ed606c3f-5724-4879-be48-b31bedf37f68","070dce81-1ffc-4b03-b464-cdeebc14d721","c83ca460-a2dc-41d7-a8c7-092bbd8b6775","16fe6cc7-6b6b-4d2c-8623-33f1a161caac","284e80ae-8428-4492-bf7b-1c9b3888af1e","c8bb382d-5646-4591-aa53-ed00e681e5f2","69859397-a1e5-442c-9e7d-dccda887fa8a","83f5f46b-ad2e-4615-9cd7-dfd9a98cbcbb","8c4104cc-42c2-48ba-9953-77e8040998d3","9017feb5-675f-4144-ba3d-1fcb242df791","b10dc5fc-1856-4b96-a384-025ecf39ba18","c94e3965-aa05-489a-a5a8-67b7ce1cd379","9468c0dd-b711-4a78-8378-47c2fd40e587","b1134aca-226f-481e-af80-5adc8c5613b7","d584be1a-5a19-4369-9760-56a3929df570"],"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.
See how often AI names you.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.