Vendor recommendation presence in a disclosed enterprise VP of marketing prompt context.
AI visibility by buyer
AI visibility platforms, Agency Owner
14 companies ranked by how often answers to recommendation questions name or cite them.
29.2%
Profound ranks first
Recommendation prompt presence
14
Companies ranked
Oct 17
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 29.2%; the middle of the board sits at 4.2%.
- Ahead of second place
- 4.2%
- Held by the top three
- 61%
- Middle of the board
- 4.2%
- Below half the leader
- 10 of 14
Rank, name and recommendation prompt presenceMiddle 4.2%
- 1Profound29.2%
- 2Otterly AI25.0%
- 3Semrush16.7%
- 4HubSpot AEO16.7%
- 5Peec AI8.3%
- 6Scrunch8.3%
- 7Goodie4.2%
- 8AthenaHQ4.2%
- 9Rankscale4.2%
- 10Conductor0.0%
- 11Bluefish AI0.0%
- 12Evertune0.0%
- 13Rank.ai0.0%
- 14Writesonic0.0%
The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.
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 | 29.2% | 22.22% · 8 / 36 | 24.24% · 8 / 33 | 50% · 7 / 14 | This rankMy rank | |
| 02 | Otterly AI | 25.0% | 16.67% · 6 / 36 | 18.18% · 6 / 33 | 14.29% · 2 / 14 | 3 | ShowingMy rank |
| 03 | Semrush | 16.7% | 16.67% · 6 / 36 | 18.18% · 6 / 33 | 0% · 0 / 14 | 1 | This rankMy rank |
| 04 | HubSpot AEO | 16.7% | 11.11% · 4 / 36 | 12.12% · 4 / 33 | 21.43% · 3 / 14 | 1 | This rankMy rank |
| 05 | Peec AI | 8.3% | 8.33% · 3 / 36 | 9.09% · 3 / 33 | 0% · 0 / 14 | 4 | This rankMy rank |
| 06 | Scrunch | 8.3% | 5.56% · 2 / 36 | 6.06% · 2 / 33 | 0% · 0 / 14 | 2 | This rankMy rank |
| 07 | Goodie | 4.2% | 2.78% · 1 / 36 | 3.03% · 1 / 33 | 7.14% · 1 / 14 | 5 | This rankMy rank |
| 08 | AthenaHQ | 4.2% | 2.78% · 1 / 36 | 3.03% · 1 / 33 | 0% · 0 / 14 | This rankMy rank | |
| 09 | Rankscale | 4.2% | 2.78% · 1 / 36 | 3.03% · 1 / 33 | 0% · 0 / 14 | 3 | This rankMy rank |
| 10 | Conductor | 0.0% | 2.78% · 1 / 36 | 3.03% · 1 / 33 | 7.14% · 1 / 14 | 1 | This rankMy rank |
| 11 | Bluefish AI | 0.0% | 0% · 0 / 36 | 0% · 0 / 33 | 0% · 0 / 14 | 1 | This rankMy rank |
| 12 | Evertune | 0.0% | 0% · 0 / 36 | 0% · 0 / 33 | 0% · 0 / 14 | 5 | This rankMy rank |
| 13 | Rank.ai | 0.0% | 0% · 0 / 36 | 0% · 0 / 33 | 0% · 0 / 14 | This rankMy rank | |
| 14 | Writesonic | 0.0% | 0% · 0 / 36 | 0% · 0 / 33 | 0% · 0 / 14 | This rankMy rank |
Why this rank
Otterly AI on AI Visibility Platforms — Agency Owner
Snapshot of Oct 17, 2026, 12:00 AM UTC · Link to this snapshot
Ranks a reviewed AI Visibility · Agency Owner brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
2
Rank on this board
25 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 | 25 | 25 |
Moved up since the previous snapshot
+3 places- Gemini brand recommendation presence12.5 to 37.5+25
- Gemini brand mention coverage8.333 to 25+16.667
- OpenAI brand citation share0 to 14.286+14.286
- Recommendation presence12.5 to 25+12.5
- OpenAI brand recommendation presence25 to 37.5+12.5
- Anthropic brand mention coverage8.333 to 0-8.333
- OpenAI brand mention coverage16.667 to 25+8.333
- Gemini brand citation share7.143 to 14.286+7.143
- Mention share11.429 to 18.182+6.753
- Mention coverage11.111 to 16.667+5.556
- Citation share11.765 to 14.286+2.521
- Engine breadth3 to 2-1
- Anthropic brand recommendation presence0 to 00
Where each number comes from
13 public recordsAnthropic mention coverageAnthropic brand mention coverage · observed Oct 17, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Oct 17, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Citation shareCitation share · observed Oct 17, 2026, 12:00 AM UTC14.286 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Engine breadthEngine breadth · observed Oct 17, 2026, 12:00 AM UTC2 engines100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Mention coverageMention coverage · observed Oct 17, 2026, 12:00 AM UTC16.667 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence shareMention share · observed Oct 17, 2026, 12:00 AM UTC18.182 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presenceRecommendation presence · observed Oct 17, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Gemini citation shareGemini brand citation share · observed Oct 17, 2026, 12:00 AM UTC14.286 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Gemini mention coverageGemini brand mention coverage · observed Oct 17, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Oct 17, 2026, 12:00 AM UTC37.5 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
OpenAI citation shareOpenAI brand citation share · observed Oct 17, 2026, 12:00 AM UTC14.286 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
OpenAI mention coverageOpenAI brand mention coverage · observed Oct 17, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Oct 17, 2026, 12:00 AM UTC37.5 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["54f7cf4d-5f27-4777-8425-57901cb7cd7c","9583b855-02f6-49d4-b93a-b087b49777b6","b2588f67-b134-459d-8486-f6eebb7cb6ba","5a6779ab-0ed5-458f-87a5-296d86fb223d","bcfaafc1-7bd7-459a-9dec-1b66e095b89d","fa10927e-31c3-4952-a4bd-691fa03a8171","c11cab8b-a8d9-4278-9065-ba54b94b51c9","a84811da-0eca-46ee-aa7f-24e5e006309d","9b74e5d9-bd02-4151-b17b-dcd27eb92c7e","d8babaab-c9a9-4fc8-8b0c-f7808a024a6a","512d3cc1-9538-46af-9e36-b1b007f43172","ed26f255-4b04-40d6-8fd1-38d3d8b51994","c662bec8-b582-46b8-95cf-a7e4532a17f3","b4ca09ed-3a70-4dd2-9cb4-585cb55f3b2d","f08206d7-7d22-446b-8c9e-03ec837223ef","ecd83e40-498c-436e-a510-d62c1fd95312","a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","62c5c1ce-2248-4a6f-a1ff-0871e94bc263","f7a034c9-a39e-4259-9a04-a9773a00b41c","300a4a2a-84e3-4576-ba60-57b2c57c6797","8da94d91-cf78-43dd-84ea-4a582b5ebbdf","4d226934-dfb9-4f9c-98d7-d10fc34b1faf","80a8d1e8-f9f1-42a1-a4c3-2c7a01f4eca5","8e63d9c7-4a75-416a-a1dc-4406ad7def07","8e3a78fb-b60b-42dc-a4f8-79d84b5214c7","7b2627b0-2e7a-4c07-965e-30e9d21d3b31","f676fb5e-4407-4967-87be-67c34604b57a","0f153afe-919a-457c-bbf4-5e161715ce6c","42b18d13-42ac-4b12-8e8f-f78071730a1b","63255fdd-1661-4dc7-b893-34d3885e6793","69cb52fd-3237-47cc-9930-5b1e16471e2c","28f258e5-6e68-4687-b24b-ac5afe7d4d06","efc3103e-16a2-4346-951c-79790c3020ef","88387e75-f1c9-45ff-bd5b-6926122f0542","5c08f24c-7cb6-4588-8bdd-eeb994b1b7df"],"benchmarkVersion":"4-ai-search-visibility-persona-agency-owner-b5df22d710b5ad5a","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 in-house SEO and AEO lead 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.