TCF uses AI to reach men at the moment that matters, the private, 2 a.m. search that comes long before the doctor's appointment.
American Cancer Society, SEER data 2015-2021
Testicular cancer is the most common cancer in young men worldwide, but nearly all high-quality patient education is published in English. TCF uses AI translation to close that gap automatically, so a man in São Paulo, Berlin, or Istanbul reads the same guidance as a man in Texas.
TCF's educational library is served in Spanish, Simplified Chinese, German, French, Arabic, Turkish, Brazilian Portuguese, Polish, Italian, and Dutch, with machine translation handling the volume that human translation never could at a nonprofit's budget.
The effect shows up in who visits. Germany is now TCF's second-largest audience after the United States, with Italy and France close behind. A Spanish-language article on testicular pain ranks among the site's ten most-read pages of the year, outperforming most of its English-language equivalents.
五周内,翻译需求增长了65%。对于TCF而言,非英语使用者已不再是次要受众。他们在服务国家中占多数,且在读者群体中的占比正迅速增长。
医疗领域的AI值得审视,而非盲目追捧。本文将详细阐述该工具的用途、不适用于哪些场景,以及其局限性所在。如果您只能阅读本页的一个部分,请务必阅读这一部分。
Asked about sudden, severe testicular pain, TC Navigator does not offer general education. It says: go to your nearest emergency room or call 911, names testicular torsion, and warns that time matters. Asked by someone uninsured whether a painless lump can wait six months, it says no, and lists sliding-scale clinics, hospital charity care, and Medicaid.
人工智能语言模型生成的答案虽然自信,但可能存在不完整或错误的情况。TC Navigator 借鉴了 TCF 的教育内容,这虽然降低了此类风险,但并不能完全消除。请将每条答案视为与您的医疗团队展开对话的起点,而非最终结论。
TC Navigator supplements TCF's peer support, it does not replace it. Weekly Zoom calls, the Discord community, and the Facebook groups are all staffed by real survivors and caregivers. Anyone who wants a human gets a human.
You do not need an account to use TC Navigator, and you should not share identifying personal or medical details with it, the same rule that applies to any online tool. Conversations are reviewed in aggregate to improve the resource.
TC Navigator 的运营资金来源于对睾丸癌基金会(一家 501(c)(3) 非营利组织)的捐款。该平台没有广告商,也不向您销售任何产品。您获得的答复不会使任何人从中获利。
If this is an emergency, stop reading and get help. Sudden, severe testicular pain can signal testicular torsion, a surgical emergency where delay can cost the testicle. Go to an emergency room. If you are in crisis or thinking about harming yourself, call or text 988 in the US to reach the Suicide & Crisis Lifeline. TC Navigator is not equipped for either situation.

肯尼和他的父亲,2009年。这是父亲确诊后的第四年。
2005年,就在父亲刚过完50岁生日不久,他被诊断出患有2B期睾丸癌。他叫肯尼·凯恩。当时我18岁,正读高三。那年夏天,我每天开车带他去接受手术和化疗,我永远不会忘记化疗结束后去接他,然后开车去参加我的高中毕业典礼。
他还在这里。
大多数人认为这是年轻人的病。在大多数情况下确实如此。但我的家人意识到,“大多数情况下”并不等于“只有”。
二十一年后,一个身处同样境地、满心恐惧的孩子,可以在凌晨2点提出问题,并从世界各地免费获得用他自己的语言给出的真实答案。我们的团队规模很小。正是得益于人工智能,我们才能将影响力扩展到如此之远。这是一份殊荣,我对此绝不轻视。
我还想向大家说明这到底是什么。TC Navigator 不会在互联网上四处搜寻答案。它基于我们精心构建并逐篇筛选的文献库,同时结合我们刻意挑选的权威公共卫生资料来源。筛选过程才是最困难的部分,而我们已经完成了这项工作。它仍然不是医生,也无法为你进行检查。但当它给出答案时,这些答案正是我们亲手会提供给你的资料。
如果你是开车带他去化疗的人,而不是坐在治疗椅上接受治疗的那个人,那么我们也是为你打造了这款产品。
如果感觉哪里不对劲,请去检查一下。这正是这一切存在的全部意义所在。
Kenny Kane
Chief Executive Officer, Testicular Cancer Foundation
TCF is not a large organization. AI is what lets a team this size operate at global scale, answering questions around the clock, in ten languages, without a call center, a translation department, or a night shift.
恐惧不会遵守工作时间。TC Navigator 会在周日凌晨 3 点回复,而此时,许多男性终于会输入那个他们已经回避数周的问题。
2026年共翻译了525万词。若委托人工完成如此规模的医学翻译,所需费用将超过TCF一年的筹款总额。
Because every AI conversation is categorized, TCF can see what people need most, and build the next guide, program, or resource around real demand instead of guesswork.
2026年上半年,来自200多个国家和地区的169,600人次访问了testicularcancer.org网站。其中约七成用户通过手机访问,其中大多数是通过搜索症状进入该网站的。正是借助人工智能,这个小团队才能满足如此庞大的需求,且不会让任何人失望。
Increasingly, the first place someone takes a health question isn't a search box, it's an AI assistant. That makes one question urgent for any health nonprofit: when the AI answers, whose information is it using? For testicular cancer, more often than anyone else's, it's TCF's.
37% of AI conversations about testicular cancer cite testicularcancer.org
218 of 588 tracked conversations across Google AI Overviews, Gemini, and ChatGPT · June 26 - July 26, 2026
TCF is the single most-cited source in the dataset, cited nearly twice as often as the National Institutes of Health, and more often than the American Cancer Society, the National Cancer Institute, or Mayo Clinic. When someone asks an AI assistant where to find testicular cancer support, TCF is named in 74% of answers, and is almost always the first organization mentioned.
这之所以重要,原因只有一个:大规模下的准确性。基于TCF内容的每一条AI回答,都是以非营利组织的患者教育资料为基础的,而非源自论坛帖子或内容农场。首次测量时间为2026年7月。
TCF运营的每一款AI工具都指向同一个目标:那些曾经历过同样境遇的其他男性。技术只是入口,而非终点。
TCF's community app, launched May 13, 2026, gives survivors, patients, and supporters a dedicated home of their own, beyond Discord and Facebook.
50 Members · 5 Countries in first 17 days
Join the Club →A private Discord community, weekly Thursday Zoom calls, and two Facebook groups, 1,670 people who have lived this, available to anyone who wants to talk to a person instead of a program.
667 Discord members · 1,670 Total private community
Join the community →Want the background on how AI is changing cancer communication generally? Read AI: Simplifying Testicular Cancer Information, our guide to AI summarization tools, what they're good for, and where their limits are.
针对大家最常问的问题,我们给出直截了当的回答。
是的。TC Navigator 完全免费,无需支付任何费用或订阅。该平台由睾丸癌基金会(一家 501(c)(3) 非营利组织)的捐款资助。网站上没有广告,也不会向您推销任何产品。
不,TC Navigator 无法为您做出诊断,任何人工智能工具都不应如此。只有医生才能通过体格检查、超声检查和血液检查来确定肿块或症状是否为癌症。TC Navigator 可以为您解释这些检查的具体内容,并帮助您为就诊做好准备,但如果您发现睾丸有肿块或出现异常变化,请务必就医。
TC Navigator 依托的是睾丸癌基金会自有的教育资源库,而非公开的互联网,因此在此主题上,其可靠性远高于通用聊天机器人。但人工智能仍可能给出不完整或错误的答案。请将它提供的信息视为与您的医疗团队进行讨论的、基于充分信息的起点,而非医疗建议。
不,而且它本来就不是为了这个目的而设计的。TCF 每周四都会举办 Zoom 在线会议,并运营一个私密的 Discord 社区以及两个 Facebook 群组,所有这些平台都由真正的幸存者和照护者负责运营。TC Navigator 负责处理人们希望立即且私下获得解答的问题;其余所有事务则由真人负责处理。任何希望与真人交谈的人都可以做到。
睾丸癌基金会(TCF)的网站通过人工智能翻译,提供了西班牙语、简体中文、德语、法语、阿拉伯语、土耳其语、巴西葡萄牙语、波兰语、意大利语和荷兰语版本。截至2026年,TCF已翻译超过525万词,处理了超过30.3万次翻译请求。
On the Testicular Cancer Foundation website, through the chat widget embedded across the site, on Instagram, on Facebook Messenger, and inside TCF's private Discord community, where it works alongside human peer-support volunteers.
Because the need is global and around the clock, and TCF is a small organization. Testicular cancer is the most common cancer in young men, most of whom search privately before they ever speak to a doctor. AI lets TCF answer those questions at any hour, in ten languages, at no cost to the person asking, something no nonprofit of this size could staff for.
这项服务免费、保密,只需三十秒。如果感觉有什么不对劲,这本身就是咨询的充分理由。
Survival statistics: Five-year relative survival rates for testicular cancer from the American Cancer Society, based on SEER data for people diagnosed 2015-2021: localized 99%, regional 96%, distant 72%, all stages combined approximately 97%. Survival statistics describe large groups and cannot predict any individual outcome.
TC Navigator: Chatbase conversation export (Chatbot ID CVJ6kAbB5TSoiB1DHMWct), January 1 - July 7, 2026. 334 conversations, 3,235 messages, average 9.7 messages per conversation, 36 distinct countries. Channel mix: hosted agent page 69.2%, embedded widget 18.9%, Instagram 9.3%, Playground 1.8%, Messenger 0.9%. Topic percentages are a categorization of the 261 conversations with a clear primary topic, assigned by keyword analysis of each conversation's title and opening message. Discord deployment figures (35 community members, 443 messages, 342 bot responses) are from server-side bot logs, April 26-30, 2026.
翻译:testicularcancer.org 网站的 Weglot 仪表盘,数据截至 2026 年 7 月 7 日。2026 年共翻译 5,250,153 个单词(占年度配额 6,000,000 的 87.5%);过去 365 天内共收到 303,124 次翻译请求,较五周前的 183,925 次有所增加。
Website reach: Fathom Analytics (Site ID KYYIMIBG), January 1 - July 7, 2026. 169,600 visitors, 225,900 pageviews, 200+ countries and territories, 71% of visitors on phone or mobile.
AI search visibility: Peec AI, June 26 - July 26, 2026, TCF's first month of tracking. 588 tracked conversations across Google AI Overviews, Gemini, and ChatGPT; other AI engines are not currently tracked. Citation share is the percentage of conversations retrieving at least one URL from a domain: testicularcancer.org 37.1%, a peer testicular cancer advocacy organization 26.2% (shown unnamed above), nih.gov 18.5%, cancercare.org 17.0%, cancer.org 16.5%, cancer.gov 15.7%, mayoclinic.org 11.2%. Support-topic visibility 74.0%, average mention position 1.1.
社区:由 TCF 团队提供的 Discord 会员资格(667 人)和 Cojone Club 应用会员资格(50 人),2026 年 7 月 7 日。Facebook 群组成员数截至 2026 年 5 月 30 日。
您的捐赠使每份指南、每次在线聊天和每通支持电话都能保持免费。TCF 是一家 501(c)(3) 非营利组织。捐赠可享受税收减免。