Reviewed AI customer agent platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.
AI customer agents
AI Customer Agents engine breadth
12 companies ranked by how many AI engines name them.
2 engines
Zendesk AI Agents ranks first
Engine breadth
12
Companies ranked
Oct 10
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 12 companies by engine breadth
Zendesk AI Agents leads at 2 engines; the middle of the board sits at 1.5.
- Ahead of second place
- 0
- Held by the top three
- 40%
- Middle of the board
- 1.5
- Below half the leader
- 3 of 12
Rank, name and engine breadthMiddle 1.5
- 1Zendesk AI Agents2 engines
- 2Maven AGI2 engines
- 3Intercom Fin2 engines
- 4Cognigy2 engines
- 5Decagon2 engines
- 6Salesforce Agentforce2 engines
- 7Ada1 engines
- 8Kustomer AI Agents1 engines
- 9PolyAI1 engines
- 10Forethought0 engines
- 11Gorgias AI Agent0 engines
- 12Sierra0 engines
3 checks behind each row · 100% confidence across rows.
| Rank | Name | Engine breadth | Mention coverage | Share of names | Cited as source | Change | Why |
|---|---|---|---|---|---|---|---|
| 01 | Zendesk AI Agents | 2 engines | 12.5% · 6 / 48 | 18.18% · 6 / 33 | 25% · 6 / 24 | 4 | This rankMy rank |
| 02 | Maven AGI | 2 engines | 14.58% · 7 / 48 | 21.21% · 7 / 33 | 29.17% · 7 / 24 | 1 | This rankMy rank |
| 03 | Intercom Fin | 2 engines | 14.58% · 7 / 48 | 21.21% · 7 / 33 | 20.83% · 5 / 24 | 7 | This rankMy rank |
| 04 | Cognigy | 2 engines | 10.42% · 5 / 48 | 15.15% · 5 / 33 | 0% · 0 / 24 | 2 | This rankMy rank |
| 05 | Decagon | 2 engines | 4.17% · 2 / 48 | 6.06% · 2 / 33 | 8.33% · 2 / 24 | 1 | This rankMy rank |
| 06 | Salesforce Agentforce | 2 engines | 4.17% · 2 / 48 | 6.06% · 2 / 33 | 4.17% · 1 / 24 | 3 | This rankMy rank |
| 07 | Ada | 1 engines | 4.17% · 2 / 48 | 6.06% · 2 / 33 | 8.33% · 2 / 24 | 1 | This rankMy rank |
| 08 | Kustomer AI Agents | 1 engines | 2.08% · 1 / 48 | 3.03% · 1 / 33 | 4.17% · 1 / 24 | 4 | This rankMy rank |
| 09 | PolyAI | 1 engines | 2.08% · 1 / 48 | 3.03% · 1 / 33 | 0% · 0 / 24 | 2 | ShowingMy rank |
| 10 | Forethought | 0 engines | 0% · 0 / 48 | 0% · 0 / 33 | 0% · 0 / 24 | 1 | This rankMy rank |
| 11 | Gorgias AI Agent | 0 engines | 0% · 0 / 48 | 0% · 0 / 33 | 0% · 0 / 24 | This rankMy rank | |
| 12 | Sierra | 0 engines | 0% · 0 / 48 | 0% · 0 / 33 | 0% · 0 / 24 | 4 | This rankMy rank |
Why this rank
PolyAI on AI Customer Agents Engine Breadth
Snapshot of Oct 10, 2026, 12:00 AM UTC · Link to this snapshot
Ranks a reviewed AI Customer Agents brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
9
Rank on this board
1 engines
Score
3
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 |
|---|---|---|
| Engine breadth | 1 | 1 |
Moved down since the previous snapshot
-2 places- Gemini brand recommendation presence12.5 to 0-12.5
- Gemini brand mention coverage6.25 to 0-6.25
- Recommendation presence8.333 to 4.167-4.167
- Mention share5.263 to 3.03-2.233
- Mention coverage4.167 to 2.083-2.083
- Engine breadth2 to 1-1
- Anthropic brand mention coverage0 to 00
- Anthropic brand recommendation presence0 to 00
- Citation share0 to 00
- Gemini brand citation share0 to 00
- OpenAI brand citation share0 to 00
- OpenAI brand mention coverage6.25 to 6.250
- OpenAI brand recommendation presence12.5 to 12.50
Where each number comes from
13 public recordsAnthropic mention coverageAnthropic brand mention coverage · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation shareCitation share · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthEngine breadth · observed Oct 10, 2026, 12:00 AM UTC1 engines100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coverageMention coverage · observed Oct 10, 2026, 12:00 AM UTC2.083 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence shareMention share · observed Oct 10, 2026, 12:00 AM UTC3.03 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presenceRecommendation presence · observed Oct 10, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini citation shareGemini brand citation share · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini mention coverageGemini brand mention coverage · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation shareOpenAI brand citation share · observed Oct 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-customer-agent-platforms-2026-07-27","runArtifactIds":["69c998be-df2b-414e-b19a-30b5204de7e8","1b7e7115-c6de-4b89-9b11-0f7bb1936386","22f8bdd1-c5cc-4373-acd7-0ebc93432d22","e9a6c3ee-9ef1-4ba5-9d7d-990747770586","dc39eb7f-c41c-48c2-ada0-622527afa63a","edb0e199-aca8-4724-a77f-74f8ed32abe3","13150099-0a49-4a4c-85cd-eba3bfc598eb","25d70175-92b9-41b1-9945-31db0bbfdfa0","374b8716-4f53-4cf7-962c-9da4e2888493","cef518ea-18ef-4ca7-9769-4bceed41efb7","ff0b62d5-c9e0-455a-8773-fd745e8c3dfa","70956cf6-7089-4021-9a4e-bb1ee9140f2b","5a921f32-e80b-4960-839e-b690d8b1363f","5b40bb22-a993-40f9-b3eb-13034bf21bb6","4e24f6b7-24bf-46ea-ad68-e7a0031c195c","0434a3de-5dee-4415-9681-ad44d52687d9","ba8d2840-e788-4905-9926-9974891c039f","7d3e5033-fa28-45e2-a502-3ddcb48b036d","52cba59f-bfc5-4ee3-877e-a7d470347e25","e4d5576b-6aff-4393-b358-d64756089fd8","6beb85cb-d3fd-490c-84b9-8e7e39f107ac","436dc3bb-d8a8-43e2-a450-c2a60676c7fb","0303699d-4736-4939-bc15-f62cedfab034","b7536789-3d77-47eb-85f8-c0b40aa7782c","8cbeea32-5cdd-4e2a-90b2-920a449dee0d","5d409bed-ed2b-480e-8801-8a6c59b55195","c843dc7a-9aca-46db-9605-f3ab8b711239","e1816bae-0611-42ba-b5fa-236c086118ad","5d5969f5-5522-49fe-8c61-4422035fc6a1","644edbf2-aca4-47c5-b14c-a5ace48c3f40","37a177d1-a26b-4263-9fe2-c464c6512855","af378e3d-abb7-4c37-bd92-eb9c947c5313","439415b8-ba5e-4e32-bea8-8a9f3cae0370","7c2aa9ca-de5d-4bd0-81e1-2dcc571fe903","116479f1-19be-4402-8450-35c41576e539","ed0d5488-d1f3-4697-98cf-d161e7be0a35","c486ad01-37e7-4820-bd37-12f83ae3a008","c75e40e5-72ad-4332-b75b-f3ee4789dbf5","36be0d42-c4f5-4986-b44f-c2b7bc97b574","d439f53d-1e39-49ac-a75b-6a2227fd91f4","360f6308-a189-4321-8e10-c4caccf29191","ae54fc3d-e86d-4cf6-835c-42698c11ed73","a79510e2-8579-4c38-abf4-15ed0f47d62d","64d77c9c-3705-4d43-9359-59e6ba2fbc07","ba9b6dae-33ac-461d-a760-b8b79de68d0d","bf825fdd-5f6f-4483-b4b1-8757df2fe9d1","eee68b3e-bacc-4e1c-bdc8-419fe110911a","7c3498f9-d188-4d7d-b8fe-78cc20a594b2"],"benchmarkVersion":"4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI mention coverageOpenAI brand mention coverage · observed Oct 10, 2026, 12:00 AM UTC6.25 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Oct 10, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai AI Customer Agents Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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