Vendor recommendation presence in a disclosed enterprise VP of marketing prompt context.
AI visibility platforms, in house SEO/AEO Lead
14 companies ranked by recommendation prompt presence.
Profound is out in front at 33.3%.
14 companieschecked Sep 7, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Profound
33.3%recommendation prompt presence
- Ahead of second place
- 0%
- Held by the top three
- 59%
- Middle of the board
- 6.3%
- Below half the leader
- 9 of 14
Profound
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.
- Published rank
- #1
- Score
- 33.333 percent
- Sample size
- 24
100% confidence · 100% component coverage · as of Sep 7, 2026, 12:00 AM UTC
Component 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 | 29.166667 | 0% | — |
| public prompt brand engine breadth | 2 | 0% | — |
| public prompt brand mention coverage | 30.555556 | 0% | — |
| public prompt brand mention share | 25 | 0% | — |
| public prompt brand recommendation presence | 33.333333 | 100% | 33.333 |
| public prompt gemini brand citation share | 22.222222 | 0% | — |
| public prompt gemini brand mention coverage | 33.333333 | 0% | — |
| public prompt gemini brand recommendation presence | 37.5 | 0% | — |
| public prompt openai brand citation share | 33.333333 | 0% | — |
| public prompt openai brand mention coverage | 58.333333 | 0% | — |
| public prompt openai brand recommendation presence | 62.5 | 0% | — |
flat since prior snapshot
No component moved since the prior snapshot.
Source trail
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Sep 7, 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Sep 7, 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Sep 7, 2026, 12:00 AM UTC29.167 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Sep 7, 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Sep 7, 2026, 12:00 AM UTC30.556 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Sep 7, 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Sep 7, 2026, 12:00 AM UTC33.333 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini citation sharepublic prompt gemini brand citation share · observed Sep 7, 2026, 12:00 AM UTC22.222 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Sep 7, 2026, 12:00 AM UTC33.333 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Sep 7, 2026, 12:00 AM UTC37.5 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI citation sharepublic prompt openai brand citation share · observed Sep 7, 2026, 12:00 AM UTC33.333 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Sep 7, 2026, 12:00 AM UTC58.333 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Sep 7, 2026, 12:00 AM UTC62.5 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":["f68fac35-88ac-40e4-8d99-dc13ad839c2d","791a748a-ba22-4f01-9105-74e5dc5317e4","6f499537-6492-4bf7-b6ae-b15e3d3e6b13","5d273512-9d35-4289-a2c0-0f5c8ee0329b","098154df-d870-4499-ad2c-14816c4460ad","0dfbacdb-d894-46e1-b00d-a627128ed419","2f174c17-e190-425a-8271-744b1c0bb42d","ea39b8ce-26a5-4e15-8142-409540fd955c","87436959-7b1d-4911-87df-d1837cfbb8f6","16b441f8-a6c5-4273-a36a-07c68c7583a4","67d0ec9e-c4b6-43a7-a54e-0e8f82286555","fadc0af1-f381-4312-8798-35bd0510a91d","5bf0742e-0852-4e85-a265-58b5bb532112","9b5240cb-e8df-4871-98f1-81253557bfdb","5cc2a740-d888-4c03-a9c6-b93bfdac7749","4c4cc2ef-221b-400a-9e24-95ab984c5b26","e0d04593-57be-40b2-9e78-3913e7aaa0ab","49799a35-137c-46f7-ab92-f20187c08bfe","90f7dde3-9826-4910-adca-0c49e0e09376","80ee0f3c-0781-483c-8682-7e3c630511ae","aa0be9f9-03b1-4005-9029-3d74c9636bc5","c1c41c3a-2d53-4c8b-8cd9-1f978af21b58","8090ed66-4668-4bc6-b283-a6acbeb16c42","e80395f9-49ef-47cd-ba5e-dd4470a1e65a","03503652-81a8-4396-8566-9ce4f09f0ece","6143b287-2a22-4f25-a7d6-51ae8c8eca2c","adb8515f-3f7f-46d7-a02e-900bf95da011","b26d25e4-4859-452d-9b82-ed20d31563ac","4bc23e0d-e9cf-408d-9ca8-d1582de38c12","1f75503f-5ed4-4592-9a21-8673cd6277b2","58ee7ee4-b3c8-41f8-a403-d5f20eb0c5e8","922a9e4c-c113-48dd-ac26-1ac97be40cba","0b6aa80b-9415-430b-991d-c671b189d23c","59296b85-0009-4ff9-b111-53b7b3308979","7bebf03f-fb2e-4fa7-bffe-a09a1119dad5","90d4c0b2-dc01-4885-b209-d2942a96f089"],"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.