Clinical AI documentation engine breadth

As of

All 12 companies by engine breadth

Heidi leads at 3 engines; the middle of the board sits at 1.5.

Ahead of second place: 1
Held by the top three: 50%
Middle of the board: 1.5
Below half the leader: 6 of 12

Rank, name and engine breadthMiddle 1.5

1Heidi3 engines
2Abridge2 engines
3Suki2 engines
4DeepScribe2 engines
5Freed2 engines
6Ambience Healthcare2 engines
7Corti1 engines
8Augmedix0 engines
9AWS HealthScribe0 engines
10Nabla Copilot0 engines
11Nuance DAX Copilot0 engines
12Oracle Clinical AI Agent0 engines

engines: 2 on 5 of 12 rows · 3 checks behind each row · 100% confidence across rows.

Clinical AI documentation engine breadth current rankings
Rank	Name	Engine breadth	Mention coverage	Share of names	Cited as source	Change	Why
01	Heidi	3 engines	14.58% · 7 / 48	15.22% · 7 / 46	30.77% · 4 / 13	2	This rank My rank
02	Abridge	2 engines	27.08% · 13 / 48	28.26% · 13 / 46	7.69% · 1 / 13	1	This rank My rank
03	Suki	2 engines	18.75% · 9 / 48	19.57% · 9 / 46	30.77% · 4 / 13	1	Showing My rank
04	DeepScribe	2 engines	16.67% · 8 / 48	17.39% · 8 / 46	7.69% · 1 / 13	4	This rank My rank
05	Freed	2 engines	10.42% · 5 / 48	10.87% · 5 / 46	15.38% · 2 / 13		This rank My rank
06	Ambience Healthcare	2 engines	6.25% · 3 / 48	6.52% · 3 / 46	7.69% · 1 / 13	4	This rank My rank
07	Corti	1 engines	2.08% · 1 / 48	2.17% · 1 / 46	0% · 0 / 13	2	This rank My rank
08	Augmedix	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	2	This rank My rank
09	AWS HealthScribe	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	2	This rank My rank
10	Nabla Copilot	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	3	This rank My rank
11	Nuance DAX Copilot	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	5	This rank My rank
12	Oracle Clinical AI Agent	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13		This rank My rank

engines: 2 on 5 of 12 rows · 3 checks behind each row · 100% confidence across rows.

Clinical AI documentation engine breadth current rankings
Rank	Name	Engine breadth	Mention coverage	Share of names	Cited as source	Change	Why
01	Heidi	3 engines	14.58% · 7 / 48	15.22% · 7 / 46	30.77% · 4 / 13	2	This rank My rank
02	Abridge	2 engines	27.08% · 13 / 48	28.26% · 13 / 46	7.69% · 1 / 13	1	This rank My rank
03	Suki	2 engines	18.75% · 9 / 48	19.57% · 9 / 46	30.77% · 4 / 13	1	Showing My rank
04	DeepScribe	2 engines	16.67% · 8 / 48	17.39% · 8 / 46	7.69% · 1 / 13	4	This rank My rank
05	Freed	2 engines	10.42% · 5 / 48	10.87% · 5 / 46	15.38% · 2 / 13		This rank My rank
06	Ambience Healthcare	2 engines	6.25% · 3 / 48	6.52% · 3 / 46	7.69% · 1 / 13	4	This rank My rank
07	Corti	1 engines	2.08% · 1 / 48	2.17% · 1 / 46	0% · 0 / 13	2	This rank My rank
08	Augmedix	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	2	This rank My rank
09	AWS HealthScribe	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	2	This rank My rank
10	Nabla Copilot	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	3	This rank My rank
11	Nuance DAX Copilot	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13	5	This rank My rank
12	Oracle Clinical AI Agent	0 engines	0% · 0 / 48	0% · 0 / 46	0% · 0 / 13		This rank My rank

Ranks a reviewed Clinical AI Documentation brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.

Rank on this board

2 engines

Score

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of Suki's score
Component	Value	Contribution
Engine breadth	2	2

Moved up since the previous snapshot

+1 places

Gemini brand citation share0 to 50
+50
Citation share4.762 to 30.769
+26.007
Gemini brand recommendation presence12.5 to 25
+12.5
OpenAI brand recommendation presence50 to 62.5
+12.5
Recommendation presence20.833 to 29.167
+8.333
Mention share16.981 to 19.565
+2.584
Anthropic brand mention coverage0 to 0
0
Anthropic brand recommendation presence0 to 0
0
Engine breadth2 to 2
0
Mention coverage18.75 to 18.75
0
Gemini brand mention coverage18.75 to 18.75
0
OpenAI brand citation share14.286 to 14.286
0
OpenAI brand mention coverage37.5 to 37.5
0

Where each number comes from

13 public records

Anthropic mention coverageAnthropic brand mention coverage · observed Oct 9, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Oct 9, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Citation shareCitation share · observed Oct 9, 2026, 12:00 AM UTC30.769 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Engine breadthEngine breadth · observed Oct 9, 2026, 12:00 AM UTC2 engines100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Mention coverageMention coverage · observed Oct 9, 2026, 12:00 AM UTC18.75 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
Reviewed-brand presence shareMention share · observed Oct 9, 2026, 12:00 AM UTC19.565 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Recommendation-prompt presenceRecommendation presence · observed Oct 9, 2026, 12:00 AM UTC29.167 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Gemini citation shareGemini brand citation share · observed Oct 9, 2026, 12:00 AM UTC50 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Gemini mention coverageGemini brand mention coverage · observed Oct 9, 2026, 12:00 AM UTC18.75 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Oct 9, 2026, 12:00 AM UTC25 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"clinical-ai-documentation-platforms-2026-07-27","runArtifactIds":["60e31bc5-d3df-4505-b5cc-a5971db55d71","38a004b0-cb31-4cbf-b1f0-4ce475d170dc","58adce3c-b1fb-42cf-a9fc-2934c1bc95c3","984e900e-c967-4daf-8ba0-9f81475beaa8","c1b2da67-f249-44ed-b5b2-f702c31c1fed","cddda884-af26-467f-bddf-f1e56c786434","f5bac900-2982-4c91-b6cc-c085154e5ec4","6315b7c4-8d26-4acb-8886-96527afc858d","cc7b6dfc-c732-4d7e-8df8-63ff53442936","229631e1-8db8-4669-9a86-38f2fb4562ec","9d5d6453-cbf2-45a3-90b4-4881cdcd6e9f","03ae695b-c507-439e-9116-5ad2edb01f27","13df2f08-5a38-465d-b61b-77ed6d40a2f2","25d45fcd-1a3f-48f8-a47c-5d156630dfef","f465bb6f-11c3-42df-89c1-7316188815ac","d01c27ae-5a4c-4a20-b947-5437c393de44","2db73fe6-81aa-4471-bfe1-ee4aefcf7ffa","691f42f9-73fc-41c7-846c-3c0222373566","f211863b-0902-4376-8eff-972f8881d12c","384e465e-4bb0-48a2-8474-7c5d407c7173","a74b3ee4-98e4-41ff-beb2-7e79087e7a4e","b9f1a940-f70a-4280-93c8-4ab66a69de42","eb46c0ae-4d1a-44e2-87e9-29b6ff3280f2","a2e4ec70-7443-4ba2-bdcb-e92d50182f86","5a091875-f33b-4994-ad86-9f7555b1b660","919ed165-98a5-469f-99bd-2b5b1d17e7f7","f758107b-b619-4689-9adc-2ba3e22376c7","fb4e7814-e9b1-489d-84e9-7f8e43c31ff7","1061afeb-2b97-4c51-b135-bd5010305043","e114fe28-5d0c-4e80-aa97-a795386af093","8a02c0a2-4865-4c26-a6f0-0b7de1a45ea1","8c0be189-4dad-4010-8ee7-44f7bb5c656a","a67ed91a-9676-4240-9674-a276be610628","3a8aa957-2a2f-45f1-843f-6abb51649866","f7d72677-8fc1-4bcf-9488-ff669c5ea2b5","3fee6c23-a8b8-455b-a791-c6bb1e0899a3","b29c8a59-5d5c-43cc-b4c5-376c60b6c83e","95921635-d8e1-440d-b719-7878dd9168c8","f99316a0-11d4-4b6f-b16d-dc3037b6148e","8134cfe7-840c-4516-bb91-add87d44c3ea","f93e8dc0-620b-46b6-883d-982a4144492f","4581005c-4748-4423-9be3-c774551c15b9","8a77f991-6777-459d-b6ff-ea93100c61d0","edb1d2fc-9432-4c6b-86c5-4938b1a0d129","be11dd2b-e239-49f2-b2c3-0500e0c6dbae","80e417f1-1313-4129-abf8-e608b172b599","c8fa1955-0362-4a29-aeef-1004a6b4e67c","a406a716-2104-4223-91c7-38c5e92cf223"],"benchmarkVersion":"4-clinical-ai-documentation-platforms-a8ee29d05703542b","providerMatrixVersion":"64232fd32583"}
Open the source
OpenAI citation shareOpenAI brand citation share · observed Oct 9, 2026, 12:00 AM UTC14.286 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
OpenAI mention coverageOpenAI brand mention coverage · observed Oct 9, 2026, 12:00 AM UTC37.5 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source
OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Oct 9, 2026, 12:00 AM UTC62.5 percent100% confidence
Source
Rank.ai Clinical AI Documentation Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open the source

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Plain textClinical AI documentation engine breadth. Rank.ai, data as of October 9, 2026. https://www.rank.ai/rankings/clinical-ai-documentation/clinical-ai-documentation-platforms-brand-engine-breadth
HTML<a href="https://www.rank.ai/rankings/clinical-ai-documentation/clinical-ai-documentation-platforms-brand-engine-breadth">Clinical AI documentation engine breadth</a>, Rank.ai, data as of October 9, 2026
Markdown[Clinical AI documentation engine breadth](https://www.rank.ai/rankings/clinical-ai-documentation/clinical-ai-documentation-platforms-brand-engine-breadth), Rank.ai, data as of October 9, 2026
APARank.ai. (2026). Clinical AI documentation engine breadth. Retrieved October 25, 2026, from https://www.rank.ai/rankings/clinical-ai-documentation/clinical-ai-documentation-platforms-brand-engine-breadth

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<iframe src="https://www.rank.ai/embed/boards/clinical-ai-documentation-platforms-brand-engine-breadth" title="Clinical AI documentation engine breadth" width="100%" height="420" loading="lazy" style="border:1px solid #111;max-width:720px"></iframe>
<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/clinical-ai-documentation/clinical-ai-documentation-platforms-brand-engine-breadth">Clinical AI documentation engine breadth</a> by Rank.ai</p>

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