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Dr.Oracle AI Medical Assistant 评价分析

TheDeep, LLC. · 更新于 2026/06/16 12:00

本页基于 App Store 用户评价生成,面向产品分析和竞品研究,保留评论证据、来源构成和样本边界,并提炼可行动信号。

App Store

评论样本

45

差评占比

31%

好评占比

69%

模型

deepseek-v4-flash

数据来源

展示本页评论样本的抓取构成和边界。

45 条样本
RSS 最近评论

45

通常包含版本号和较新的评论时间。

页面补样本

0

来自 App Store 页面服务端渲染的评论块。

Storefront

1

US 45

RSS 提供所选国家/地区的最近评论;App Store 页面补样本来自 Apple 页面展示的精选/有帮助评论,多 storefront 去重后用于补充样本,不代表全量评论库。

摘要

Dr.Oracle AI Medical Assistant 整体口碑极化,31%负面评论主要抱怨缺乏客服、登录问题和订阅取消困难;69%正面评论来自医学生和临床工作者,称赞其高效准确。核心矛盾在于产品价值高但基础体验差,机会在于改善客服与登录稳定性。

Version Diagnosis

Dr.Oracle AI Medical Assistant 版本与口碑诊断

版本变化、差评密度和日期峰值合在一起看,更容易定位产品更新后的真实用户阻力。

45 条样本

样本覆盖

45 条

基于当前缓存评论生成版本趋势、痛点密度和时间线。

高风险版本

2.0.4

4 条评论中差评占比 75%,适合作为版本复盘入口。

主导痛点

价格限制

2.0.4 版本中出现 2 条相关差评,密度 50%。

差评峰值

1/23

2025-01-23 出现 1 条差评,可回看当天更新、故障或策略变化。

版本口碑趋势

评论数、平均评分和差评占比放在同一时间轴,先定位异常版本。

版本痛点热力图

颜色越深,说明该版本中相关差评密度越高。

评论情绪时间线

按日期拆分好评、中评和差评,识别突发波动。

需求挖掘线索

差评占比最高的版本适合进入版本复盘,优先回看更新日志、灰度策略和功能下线记录。

热力图最深的主题可以直接转成需求池候选,结合评论证据判断修复收益。

时间线上的差评峰值适合追查服务故障、价格策略、模型质量或运营活动影响。

Problem

核心痛点

3

缺乏客服支持

用户无法联系客服,问题无人回应。

No customer support. Waste of money. (2.0.4)

登录与订阅问题

登录失败、无法取消订阅导致持续扣费。

Purchased and can never sign in... I’ll be cancelling this. (2.0.4)

信息不可靠/幻觉

AI 生成虚假引用和矛盾内容。

Significant hallucinations... making up citations with false pubmed IDs. (1.1.1)

Opportunity

产品机会

3

提升客服响应

建立多渠道客服,及时处理问题。

Zero customer service... no email or phone number listed anywhere. (2.0)

优化登录流程

修复登录卡顿,支持多种登录方式。

when I sign in it just spins... I did a screen record video showing it stalling. (2.0.4)

减少AI幻觉

加强引用验证,提高信息准确率。

Ask it to provide you with evidence... it generates responses citing illegitimate hallucinatory sources. (1.1.1)

Strength

正向信号

3

临床效率提升

医生和医学生认为节省时间,辅助决策。

Dr. Oracle significantly boosts clinical efficiency and confidence. (MD, 1.1.21)

优于主流工具

用户认为比 UpToDate 更高效、比 ChatGPT 更准确。

Better than Up to Date... more efficient and concise. (PA student, 1.1.21)

高质量引用

回答附有同行评审文献,增加可信度。

It also has peer reviewed articles at the end of every answer. (PA student, 1.1.21)

Audience

用户分层

3

医学生与住院医师

用于快速学习、鉴别诊断和轮转辅助。

As a third year medical student, this app has been a fantastic resource! (1.1.2)

执业医师与PA

用于临床快速查证、制定诊疗方案。

Very helpful and efficiently develop a differential and treatment plan. (Physician, 1.1.21)

研究人员

用于文献检索和科研辅助。

I primarily use it as a research assistant. (FNP student, 1.1.2)

Risk

版本风险

3

2.0.4 版本问题多

该版本有 4 条评测,平均 2 分,全是1星投诉。

Very disappointed, Purchased and can never sign in, Unreliable (2.0.4)

1.1.21 版本分化

平均 3.9 分,但有部分1星投诉客服和登录。

Subpar results & No way to cancel, The app is never online (1.1.21)

1.1.1 版本出现幻觉

仅有2条,但包含严重的AI幻觉问题。

Significant hallucinations, making up citations (1.1.1)

Action

行动建议

3

建立客服渠道

在App内和网站增加客服入口与工单系统。

多用户投诉无客服,导致无法解决登录、取消等问题。

修复登录与订阅

优化登录稳定性,增加订阅管理功能。

登录卡顿、无法取消订阅持续扣费,损害信任。

加强内容审核

引入引用验证机制,减少AI生成虚假引用。

用户发现AI引用不存在文献,影响可靠性。

评论证据

45 条精选样本

Very disappointed

2.0.4 · 2026/05/03 06:24 · so00001 · RSS 最近评论 · US

1

No customer support. Waste of money.

Purchased and can never sign in

2.0.4 · 2026/04/23 12:50 · MelissaWithers · RSS 最近评论 · US

1

I just did the 3 month subscription with 1 week free trial and when I sign in it just spins. I did a screen record video showing it stalling and it never opens. I’ll be cancelling this.

Unreliable

2.0.4 · 2026/04/11 16:49 · Lelmem · RSS 最近评论 · US

1

First of all no way to contact anyone about any problems. Looking for the effects of caffeine on siadh. Found two contradicting articles. Both under review. Since this was made by doctors people are going to take it as reliable and use it. How are you supposed to use this as reliable information when it has articles like that.

Useless app

2.0.3 · 2026/01/06 17:13 · Johnsmith038 · RSS 最近评论 · US

1

This app just use pubmed and it’s fake. Don’t believe this.

Inconsistent Information and Limited Support

2.0.3 · 2025/11/14 01:43 · MDwriting · RSS 最近评论 · US

1

The information provided is inconsistent, and follow-up questions do not resolve the discrepancies. Most concerning is the inability to delete chat history and the lack of customer support available to address this issue. I contacted customer support through the Dr. Oracle website but have not received a response, aside from an automated message acknowledging receipt of my inquiry. Not worth the subscription fee in my opinion.

So many issues

2.0.3 · 2025/10/20 16:47 · Danny D28 · RSS 最近评论 · US

1

The information the app provides is good…when it actually provides information. It is down more than it works, which is frustrating. I just canceled my subscription and will be going with a different service.

Zero customer service

2.0 · 2025/08/01 20:45 · YZLake · RSS 最近评论 · US

1

My experience with the Dr. Oracle app has been extremely disappointing, primarily due to the lack of customer service and basic support options. • No Customer Support: There is no visible customer service—no email address or phone number listed anywhere on their website. This makes it virtually impossible to reach out if any issues arise. • Login Issues: After registering online, I found myself unable to log back into the website. Each attempt to reset my password resulted in generic error messages, never offering a real solution. • Unresolved Charges: Despite my inability to access the service, Dr. Oracle continued to charge my account a monthly fee, without delivering any service or offering a way to cancel or get help. • No Communication Options: I searched thoroughly but couldn’t find any way to contact their support. Without even a basic email contact, users are left without recourse if things go wrong. Overall, I am very disappointed. The lack of transparency, continued charges, and non-existent customer service make the Dr. Oracle app a frustrating and costly experience. I would strongly caution others to consider these issues before using their services.

Subpar results & No way to cancel

1.1.21 · 2025/05/13 21:48 · Skinz127 · RSS 最近评论 · US

1

Better LLM options and apparently he knows it. Does not show up in subscriptions so you cannot ever cancel it

The app is never online

1.1.21 · 2025/03/03 14:57 · Calamari86 · RSS 最近评论 · US

2

I am almost never able to use this app when I need it most because it’s never online. The ask-a-question button is almost always grayed out. Additionally, the GUI is amateurish and just needs a lot of work.

Not Legitimate

1.1.21 · 2025/01/23 12:20 · Tcbn23 · RSS 最近评论 · US

1

I I subscribed on a whim but quickly realized there’s no customer service. I’ve been trying to cancel the recurring subscription because I can’t access my login details, but it’s been a nightmare. For the past four months, I’ve had to keep calling Chase to dispute the charges. I also tried using the email form on their website, but to this day, I haven’t received any response.

Great app but terrible support

1.1.2 · 2024/12/17 03:46 · Doctor K2 · RSS 最近评论 · US

1

I changed my phone and the app stopped working. I tried changing the password, deleting the app, reinstalling it, but nothing worked. I emailed their support team several times but have yet to hear back. I had paid for their pro version for a year. I am very disappointed.

Overpriced for what it offers

1.1.2 · 2024/10/16 13:31 · xxRomeoxx · RSS 最近评论 · US

1

Not that much better than the tools that are currently available and extremely overpriced for what it does. Subscription model. $~25 a month. Physicians are in enough debt as it is. I did not find it that much use more useful than using up-to-date or other currently available materials. A lot of the references used we’re not relevant to the query.

Significant hallucinations

1.1.1 · 2024/09/08 04:36 · Love myspace but hate the app · RSS 最近评论 · US

2

The AI acknowledges it provides inaccurate and unreliable information, making up citations with false pubmed IDs. Ask it to provide you with evidence for management of trapped lung and you will see it generates responses citing illegitimate hallucinatory sources. Avoid this app

“for patients”

1.0.8 · 2024/05/26 05:59 · International NP · RSS 最近评论 · US

1

I asked Dr Oracle for guidance on treating head injury in a peds case, and it gave me the “for patients” version, e.g., “seek medical attention”. I AM the medical attention, and that’s who I thought this app was for? Trial canceled.

Ummm

2.0.4 · 2026/03/04 06:10 · Zestyfosho · RSS 最近评论 · US

5

I don’t know man… tried this app for like five minutes and was kind of blown away…. I never write reviews but yea. As a PA, this thing is kinda crazy good.

Awesome

2.0.3 · 2025/12/06 05:55 · James Tosches · RSS 最近评论 · US

5

Very good!

I am staying at a hospital

2.0.3 · 2025/11/28 20:22 · Court court! · RSS 最近评论 · US

5

I love to learn!

Alee

2.0 · 2025/07/20 01:49 · apprater00008 · RSS 最近评论 · US

5

Absolutely incredible

Love it

1.1.21 · 2025/06/01 16:37 · Cello man prof · RSS 最近评论 · US

5

I'm not a doctor, but I am a professor so I appreciate all of the citations and journals it references. It also has excellent nutritional recommendations for certain medical conditions. I think it's a great app.

Physician

1.1.21 · 2025/04/26 20:32 · Tfrano · RSS 最近评论 · US

5

Very helpful and efficiently develop a differential and treatment plan

MD

1.1.21 · 2025/04/24 15:21 · Talia 5830 · RSS 最近评论 · US

5

Dr. Oracle significantly boosts clinical efficiency and confidence. I highly recommend it to all healthcare providers who aim to deliver exceptional, evidence-based care. Thank you to the developers—keep up the great work!

Great app

1.1.21 · 2025/04/18 08:22 · That Medical Guy · RSS 最近评论 · US

5

Used in conjunction with uptodate. It is perfect

Excellent quick reference

1.1.21 · 2025/03/26 15:42 · Ashastew · RSS 最近评论 · US

5

I’m a 4th year med student soon to be PGY1 and needed something to help me quickly find answers to the basic questions I can’t remember off the top of my head. I feel more confident interacting with my attending based on these answers vs ones from regular Google or ChatGTP.

get it

1.1.21 · 2025/02/11 15:55 · PG-PA-C · RSS 最近评论 · US

5

great quick reference

Better than Up to Date

1.1.21 · 2025/01/16 17:03 · Moser3434 · RSS 最近评论 · US

5

I am a PA student in my clinical year. Up to Date is great and all but the amount of information you have to wade through to find what you are looking for is very time consuming. Dr. Oracle is more efficient and concise when looking for answers to your medical questions. It also has peer reviewed articles at the end of every answer to back up the answer! This is my go to from now on!

Amazing!

1.1.2 · 2024/12/04 23:59 · SEADJ · RSS 最近评论 · US

5

This is amazing and what I have been looking for! Please allow to copy and paste when asking further questions in the chat section. I can send the original question but no follow ups

Fantastic

1.1.2 · 2024/11/25 02:19 · MyelinSheesh · RSS 最近评论 · US

5

It’s the meat and potatoes of what you need. Thank you .

Great for third year rotations

1.1.2 · 2024/11/23 11:07 · RcS1993 · RSS 最近评论 · US

5

Helps so much developing differentials third year rotations. I always come up with my own and then run it by the app to double check. Clinical def improved

I wish this existed when was in medical school.

1.1.2 · 2024/11/10 13:56 · JS93.93 · RSS 最近评论 · US

5

This app is perfect. I stopped using ChatGPT and OpenEvidence. While those two are good, Dr.Oracle is just light years ahead. I showed this to a few Attendings and they all agree on the references it chose to be the highest quality sources for the questions asked. OpenEvidence and ChatGPT did not get it right. Research Mode is amazing. And Dr.Oracle even has a special feature for coming up with differentials that use case reports which I found amazing for finding those rare zebras. Excellent work.

Research Mode doesn’t work

1.1.2 · 2024/10/17 14:02 · RNginall30 · RSS 最近评论 · US

5

When I first paid for the subscription, research mode was glitchy at best. Most weekends it didn’t work. But now, for more than a month, research mode doesn’t work. The entire reason I paid for a subscription was for research mode for school, because when it works, it is so much easier to find research than using the online university search. I’ve sent a few emails through app support but haven’t heard back. This would be a great app if it worked properly, therefore I’m giving it 1 star and cancelling my subscription which ends next year.

Accurate

1.1.2 · 2024/10/07 01:11 · Lbarreto15 · RSS 最近评论 · US

5

Pretty good, can answer pretty complex cases!

Daily use

1.1.2 · 2024/09/27 07:04 · Raadoooo · RSS 最近评论 · US

5

It helps me with my patients admitted at the hospital

Great app

1.1.2 · 2024/09/25 15:37 · MDdumbdumb · RSS 最近评论 · US

5

10/10 worth every dollar

Fantastic for medical students

1.1.2 · 2024/09/25 11:52 · A Plus! · RSS 最近评论 · US

5

As a third year medical student, this app has been a fantastic resource on my internal medicine rotation!

Great clinic and research assistant

1.1.2 · 2024/09/24 16:53 · AthenaShayFNP · RSS 最近评论 · US

5

This is a great tool. I primarily use it as a research assistant. I also use it for everything from complex to minor in-clinic questions. As a Family Nurse Practitioner student in my last year this has been invaluable while completing my rotations. It is absolutely worth the cost.

where was this when we went to school?

1.1.2 · 2024/09/16 21:26 · The honost reviewer! · RSS 最近评论 · US

5

I would have been an honor student if I had access to this when I was in college. This is by far the best AI tool I've used for medicine and pharmacy. I can't rave about it enough. It's the best money I've spent this month!

Great app

1.1.2 · 2024/09/13 14:45 · Stenter1 · RSS 最近评论 · US

5

This app is very useful. I use the app on a very frequent basis.

Incredible tool

1.1.1 · 2024/08/27 00:38 · VictorTr · RSS 最近评论 · US

5

Currently the best medical AI

Great app

1.0.91 · 2024/07/17 13:42 · Jobob dingleberry · RSS 最近评论 · US

5

Needs to improve ease of sign in, but I’m impressed with the quality of content produced. Also, the logo looks like some kind of alternative medicine site, not a traditional medical app, which may deter providers from using Dr Oracle.

Dr Oracle

1.0.7 · 2024/04/27 22:45 · Chrisjv0328 · RSS 最近评论 · US

5

Makes life so much easier in clinic! As a college student I’m constantly trying to learn more before I apply for PA school and this has been a life saver!

Great resource overall but needs to be targeted more for clinicians

1.0.5 · 2024/03/27 16:17 · Adams1brostar · RSS 最近评论 · US

5

It’s great to be able to look things up quickly, and overall it is excellent. It has given me 3 false sources, where I had to double check and the information it mentioned was not there, but overall it is accurate. The other thing that needs to be improved is the information should be more targeted for clinicians- sometimes when I ask for information is comes up with a “web MD” like paragraph that is useless for a clinician. I want more information like up to date.

UpToDate Replacement

1.0.3 · 2024/02/16 17:19 · ZBeiza22 · RSS 最近评论 · US

5

I was searching for a tool to look up medical terminology, but found this which lets me do that plus so much more. For example I can basically have a conversation with UpToDate. I can find the answer to my exact questions without needing to scroll through a lot of extraneous information! A great must have for anyone in the medical field!

As a physician, WOW

1.0.1 · 2024/01/18 18:51 · Turboawesomepantsmcgoo · RSS 最近评论 · US

5

I’m amazed by this app. The journals it references are reliable as are the guidelines. This is a game changer, and may in fact replace me someday, lol.

Great tool

1.0.1 · 2024/01/09 01:24 · Mhindi95 · RSS 最近评论 · US

5

Saved me so much time working on my abstract. Worth every penny.

Must have app!

1.0.1 · 2024/01/05 22:36 · Supermsp · RSS 最近评论 · US

5

As a Hospitalist I use Dr. Oracle frequently during my rounds. It provides me valuable, quick, concise information to problems throughout my day. This is a must for any medical student, resident, attending. I would even suggest this for mid-levels as a useful tool to assist them.

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同一个链接里保留摘要、更新时间和评论证据,方便产品、运营和研发对齐同一版结论。

这些结论可靠吗?

页面保留摘要、证据、痛点和行动项,每个判断都尽量回到原始评论样本。

数据如何更新?

页面记录更新时间,可点击更新洞察,抓取最新评论并更新当前页面。