RANK.AI DATA / LATEST PUBLICATION

AI visibility platforms, Startup Founder

14 companies ranked by recommendation prompt presence.
Profound is out in front at 41.7%.

14 companieschecked Aug 1, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Profound

41.7%recommendation prompt presence

Ahead of second place
4.2%
Held by the top three
68%
Middle of the board
6.3%
Below half the leader
11 of 14
Highest 41.7%Middle 6.3%
1. Profound — 41.7%2. Otterly AI — 37.5%3. HubSpot AEO — 25.0%4. Semrush — 20.8%5. Evertune — 8.3%6. Rankscale — 8.3%7. Peec AI — 8.3%8. Scrunch — 4.2%9. AthenaHQ — 0.0%10. Bluefish AI — 0.0%11. Conductor — 0.0%12. Goodie — 0.0%13. Rank.ai — 0.0%14. Writesonic — 0.0%
Rank 1one bar per published rowRank 14
WHY THIS RANK / VERIFIED SNAPSHOT

Profound

Ranks a reviewed AI Visibility · Startup Founder brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.

Published rank
#1
Score
41.667 percent
Sample size
24

100% confidence · 100% component coverage · as of Aug 1, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

13/13 evidenced

All components available · 1 evidence record each

Components contributing to Profound's rank
ComponentValueWeightContribution
public prompt anthropic brand mention coverage00%
public prompt anthropic brand recommendation presence00%
public prompt brand citation share52.6315790%
public prompt brand engine breadth20%
public prompt brand mention coverage30.5555560%
public prompt brand mention share250%
public prompt brand recommendation presence41.666667100%41.667
public prompt gemini brand citation share62.50%
public prompt gemini brand mention coverage33.3333330%
public prompt gemini brand recommendation presence500%
public prompt openai brand citation share45.4545450%
public prompt openai brand mention coverage58.3333330%
public prompt openai brand recommendation presence750%
WHY IT MOVED

up since prior snapshot

+2 ranks
  1. public prompt anthropic brand recommendation presence37.50
    -37.5
  2. public prompt openai brand recommendation presence37.575
    +37.5
  3. public prompt anthropic brand mention coverage33.3330
    -33.333
  4. public prompt gemini brand citation share33.33362.5
    +29.167
  5. public prompt brand citation share26.92352.632
    +25.709
  6. public prompt openai brand mention coverage33.33358.333
    +25
  7. public prompt gemini brand recommendation presence37.550
    +12.5
  8. public prompt gemini brand mention coverage2533.333
    +8.333
  9. public prompt openai brand citation share37.545.455
    +7.955
  10. public prompt brand mention share18.64425
    +6.356
  11. public prompt brand recommendation presence37.541.667
    +4.167
  12. public prompt brand engine breadth32
    -1
  13. public prompt brand mention coverage30.55630.556
    0
PRIMARY EVIDENCE

Source trail

13 public records
  • Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 1, 2026, 12:00 AM UTC0 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 1, 2026, 12:00 AM UTC0 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Citation sharepublic prompt brand citation share · observed Aug 1, 2026, 12:00 AM UTC52.632 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Engine breadthpublic prompt brand engine breadth · observed Aug 1, 2026, 12:00 AM UTC2 engines100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Mention coveragepublic prompt brand mention coverage · observed Aug 1, 2026, 12:00 AM UTC30.556 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 1, 2026, 12:00 AM UTC25 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 1, 2026, 12:00 AM UTC41.667 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini citation sharepublic prompt gemini brand citation share · observed Aug 1, 2026, 12:00 AM UTC62.5 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 1, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 1, 2026, 12:00 AM UTC50 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI citation sharepublic prompt openai brand citation share · observed Aug 1, 2026, 12:00 AM UTC45.455 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 1, 2026, 12:00 AM UTC58.333 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 1, 2026, 12:00 AM UTC75 percent100% confidence
    Source
    Rank.ai AI Visibility · Startup Founder Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["99eb65bd-e109-411f-82a0-a455a81cdd72","8f0ab2c2-69ac-4e38-9135-7d0ee6e07842","147ecb2b-2c8d-46fd-baef-c2809d36949a","4d1f44ec-ddf6-46c6-975f-86486f78413a","0dbfe577-96e9-4781-89df-cefabebd8acc","876265cf-551e-4762-ab57-2eca0ff9cb7f","e1c34c95-7773-4e15-b892-a36aa89e5f70","af84ba02-1f62-4ec6-9d4a-c0369215ea70","35900742-4f1e-42f6-bff1-179f79966a11","429494c6-68ec-4642-8ff2-64f848389fa6","879e61ba-c5fb-466c-94e6-a8dffdcea42a","18a0ca16-1df6-42d8-bd3e-c8a84d8c8413","7298b870-7f03-47e5-8666-a8146a81f27f","67697d68-15bf-46d7-8450-9878888c7999","78db5fa8-c036-4809-b7b0-6d43e418d216","1c9527e2-b05b-4915-ac4d-0fc1e4b3be41","b87f97ef-b309-408f-b411-aedc3b9f7ad4","a2f00eb2-9b6a-4407-ba58-a68d71f54205","9b15177a-6102-42cc-9d49-fcdf59bc2afd","89b71a7c-8ef5-4081-aa58-3d35c70d0a42","2e082dd6-1995-48d9-98a7-c7a5d3d2cc30","f4909f4b-d7d8-4fca-b6ca-f5b34dcdbdbc","12034e80-0785-466d-8575-a578440ecd61","15153e5d-f582-4ddf-9f58-6aab6e485f19","9c622080-ea72-4dfa-a20e-f68d79814de5","131cdafe-2296-40ec-b5a0-a990039392d2","f368f269-3c92-45ac-9c60-2ed13ea5e0a3","93acdc4a-3272-498a-92bd-adcaa7e42412","ee454a4e-2357-4be0-ac40-158803b6e8b7","616cde05-c804-40f6-966d-80dc8cc44080","17c305cd-272a-49aa-baaf-bb7e9a9e4e61","f89d4171-2c7b-4685-98c2-0c3e34e83a59","cce11787-ceb8-4689-b4b1-dc9d5bc3f408","3ec33fd8-1343-4a18-9ae6-9aafa1073b29","80d7074c-8be6-4530-b66d-2575e62bfff1","ae92c34c-0ec3-44ad-9718-121cc83e9141"],"benchmarkVersion":"4-ai-search-visibility-persona-startup-founder-99af46236f864682","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic AI Visibility · Startup Founder brand benchmark · v4-ai-search-visibility-persona-startup-founder-99af46236f864682182 observations · 1 sources · passed quality
Snapshot
ceb30036-1b66-4853-801f-92eb8f3edc46
Data hash
0bc9a5662a5e0b5c3bbeab0c9699d89c5a3cca3fb0c1885d650bab5b68e41b2e
Method hash
3f80ae0cf21e319c4fc759fb1dac6d51b8e9c1237d761063ac9bb8d0a5a007c6

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