Reviewed AEO and AI-search analytics vendors ranked by recommendation-prompt presence across three configured model APIs.
RANK.AI DATA / LATEST PUBLICATION
AI visibility platforms engine breadth
14 companies ranked by how many AI engines name them.
Profound is out in front at 3 engines.
14 companieschecked Aug 3, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
Profound
3 enginesengine breadth
- Ahead of second place
- 0
- Held by the top three
- 38%
- Middle of the board
- 2
- Below half the leader
- 6 of 14
Highest 3 enginesMiddle 2
WHY THIS RANK / VERIFIED SNAPSHOT
Rank.ai
Ranks a reviewed AI Visibility Platforms brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
availablePermalink to this snapshot ↗
- Published rank
- #11
- Score
- 1 engines
- Sample size
- 3
100% confidence · 100% component coverage · as of Aug 3, 2026, 12:00 AM UTC
SCORE CONSTRUCTION
14/14 evidencedComponent ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt anthropic brand citation share | 0 | 0% | — |
| public prompt anthropic brand mention coverage | 0 | 0% | — |
| public prompt anthropic brand recommendation presence | 0 | 0% | — |
| public prompt brand citation share | 4.166667 | 0% | — |
| public prompt brand engine breadth | 1 | 100% | 1 |
| public prompt brand mention coverage | 2.777778 | 0% | — |
| public prompt brand mention share | 2.083333 | 0% | — |
| public prompt brand recommendation presence | 4.166667 | 0% | — |
| public prompt gemini brand citation share | 11.111111 | 0% | — |
| public prompt gemini brand mention coverage | 8.333333 | 0% | — |
| public prompt gemini brand recommendation presence | 12.5 | 0% | — |
| public prompt openai brand citation share | 0 | 0% | — |
| public prompt openai brand mention coverage | 0 | 0% | — |
| public prompt openai brand recommendation presence | 0 | 0% | — |
WHY IT MOVED
+3 ranksup since prior snapshot
- public prompt gemini brand recommendation presence0 → 12.5+12.5
- public prompt gemini brand citation share0 → 11.111+11.111
- public prompt gemini brand mention coverage0 → 8.333+8.333
- public prompt brand citation share0 → 4.167+4.167
- public prompt brand recommendation presence0 → 4.167+4.167
- public prompt brand mention coverage0 → 2.778+2.778
- public prompt brand mention share0 → 2.083+2.083
- public prompt brand engine breadth0 → 1+1
- public prompt anthropic brand citation share0 → 00
- public prompt anthropic brand mention coverage0 → 00
- public prompt anthropic brand recommendation presence0 → 00
- public prompt openai brand citation share0 → 00
- public prompt openai brand mention coverage0 → 00
- public prompt openai brand recommendation presence0 → 00
PRIMARY EVIDENCE
14 public recordsSource trail
Anthropic citation sharepublic prompt anthropic brand citation share · observed Aug 3, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 3, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 3, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Aug 3, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Aug 3, 2026, 12:00 AM UTC1 engines100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Aug 3, 2026, 12:00 AM UTC2.778 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 3, 2026, 12:00 AM UTC2.083 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 3, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini citation sharepublic prompt gemini brand citation share · observed Aug 3, 2026, 12:00 AM UTC11.111 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 3, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 3, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation sharepublic prompt openai brand citation share · observed Aug 3, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 3, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 3, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["bf1a6f63-be0d-4929-aeae-422269de58f2","66007546-cf6c-4e3a-8a96-8fb850cadcc1","d9d18c4a-9cd5-4d1b-8ab2-e4b44d260aca","20e9eef4-f89b-45dc-ae17-2f867a2306f7","6fbd8f0b-f542-4dbb-983d-8378324c8a6b","d23fd54f-197b-459a-af8a-cf5e6ffc7c13","d5205fba-2334-4394-900d-7c5fcb64db9b","0440a443-ed80-4d83-ab8b-6ca71d20228f","cbe8b899-5c93-4877-a833-cfd2a18f9d34","c1c180ad-7dfd-4593-9e41-591b42070f89","0bbd33ed-6d45-4432-992f-09e33395223f","173ed086-143f-4fd2-b4c7-4b3d944d2d08","5568c335-15c8-43bc-b7f8-22135e53d2b0","e29e6c1e-c432-4c7f-a1c8-9ed1ad206247","9b95fb0f-fd70-4c4f-9fe9-66be33ba6c0e","dafc4ea7-45d8-42a5-814e-1a1f31ad3744","45125ccd-0a19-463b-8db6-275c1c0b2380","7d8b2f7c-fbb6-4e64-86f5-b2168abe81eb","47f00147-7e70-4739-9e77-3951773f4c1a","6329267f-eb0e-4f59-8e27-0dff848a052b","c4d0ab14-0b38-4487-b1b9-e082eaaeb66e","4f7e053a-311c-405b-898c-5988a692e64e","f7e83d41-10f5-4245-94f0-96ec89e42bc8","96af4f6f-b468-4a67-9cc1-cc66a789ce9c","e6ad7ad2-e70e-42b0-85e9-7080891336e3","6f1d7d5e-c4a4-4b64-82f5-d47238640953","713394ff-f5f1-485a-b460-ef8b1de085e1","35987119-3773-421a-a002-0c56fe97498d","c54e1d57-d867-4c43-a52e-c6584e5b2ba9","19429ac7-3dd1-45bd-b6a2-9e56e3259b36","a2d27de2-6b28-4d9c-88bc-69d85b375cfa","ca8c4ae8-06f5-4709-85b0-99d29db131b9","96c3d76c-10dc-49f4-9713-a96e6b47f4d5","c6a5a2f0-e415-4fcc-af35-4e713a955ad4","5b8a81bc-24f8-4d4c-8c6f-8e57b5efce16","b120bcf4-4cfb-44cf-baab-256daa5af594"],"benchmarkVersion":"4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
More in AI visibility platforms
Answer-engine optimization vendors ranked across a fixed, public buying corpus—with brand, prompt, engine, and citation-source views.
Reviewed vendors ranked by presence across every answer in the complete category prompt-and-engine cohort.
Reviewed vendors ranked by distinct answer-level citations to their canonical domains.