AI聊天助手付费行为与态度研究
21岁女性,白人,IT Support Specialist,$90,000 - $130,000。 使用:ChatGPT, Gemini, Copilot。 付费:$10-$860/月。 特征:考虑取消,价格敏感。 "Got it, so about 15 hours a week total across both jobs. Can you give me a ballpark of what your mon..."
Participant: Sarah
受访者: Sarah
Gender: Woman
性别: 女性
Age: 21
年龄: 21岁
Location: Riverside, Ohio, United States
所在地: 美国俄亥俄州里弗赛德 (Riverside, Ohio)
Household Income: $90,000 - $130,000
家庭收入: $90,000 - $130,000
Level of Education: Some college
教育程度: 大学在读
Ethnicity: White
种族: 白人
Occupation: IT Support Specialist
职业: IT支持专员
Industry: Educational Technology
行业: 教育技术
Children: No children
子女情况: 无子女
00:02-00:22 - Researcher: Hey there! I'm Trooly, and I'm so glad you could join me today. This interview will take about 30 minutes, and I'm here to learn from your experiences with AI chat assistants. Before we dive into the main topic, could you please give me a brief self-introduction? I'd love to get to know you a bit better. For example, you could tell me your age, occupation, and hobbies — or anything else you think would help me understand you better. - 嘿,你好!我是 Trooly,很高兴你今天能加入。 这次访谈大约需要 30 分钟,我想了解一下你使用 AI 聊天助手的经验。在深入探讨主题之前,你能简单做个自我介绍吗?我想多了解你一点。例如,你可以告诉我你的年龄、职业、爱好,或者任何你认为能帮助我更好了解你的信息。
00:24-01:02 - Sarah: Yeah. Hi. Oh, I hope you can hear me. Yeah. Yeah. You can hear me. Um, my name is Sarah. Um, I am twenty-one years old. I am a college student studying, um, French and I oh gosh. Oh, yeah. I also, um, work part time in, uh, at, like, my on campus job. Helping people with, like, tech issues and, like, teaching students how to use, um, Canvas and just, like, helping with general tech questions. And my hobbies are reading and, like, TV with my friends and, uh, dance and music and theater. - 好的。嗨。哦,希望你能听到我说话。嗯。是的,你能听到。嗯,我叫 Sarah。嗯,我今年二十一岁。我是一名大学生,正在学习……嗯,法语。另外,哦天哪,对了,我还在校园里做一份兼职工作。帮助别人解决技术问题,比如教学生如何使用 Canvas,或者回答一些通用的技术问题。我的爱好是阅读、和朋友一起看电视、跳舞、音乐还有戏剧。
01:05-01:25 - Researcher: Nice to meet you, Sarah! I can hear you perfectly. Sounds like you've got a great mix going on – French studies plus being the tech guru on campus is an interesting combo. So let me start with your work situation – you mentioned your on-campus tech support job. What does that look like in terms of hours, and do you have any other income sources besides that part-time work? - 很高兴认识你,Sarah!我听得很清楚。听起来你的生活很丰富——学习法语的同时还是校园里的技术达人,这组合很有意思。 那么让我从你的工作情况开始——你提到了校园技术支持的工作。这份工作的时长大概是多少?除了这份兼职,你还有其他收入来源吗?
01:27-01:44 - Sarah: Yeah. So I work there, I think, about, like, six hours per week and then also about nine hours per week. I, um, intern for, like, the office of environmental affairs. So yeah. - 是的。我在那里工作,我想大概是每周 6 小时左右,然后还有每周大约 9 小时,我在环境事务办公室实习。所以,大概就是这样。
01:47-01:55 - Researcher: Got it, so about 15 hours a week total across both jobs. Can you give me a ballpark of what your monthly income looks like from those two positions combined? - 明白了,两份工作加起来大概每周 15 小时。你能告诉我这两份工作的月总收入大概是多少吗?
02:03-02:08 - Sarah: Yeah. Um, I earn fourteen dollars and fifty cents an hour from both of those. So oh gosh. I'm bad at math. Let me think. - 好的。嗯,这两份工作的时薪都是 14.5 美元。所以……哦天哪,我数学不太好。让我想想。
02:10-02:19 - Researcher: No worries, take your time! Or if it's easier, you could just tell me roughly what hits your account each month – like is it a few hundred dollars, closer to a thousand, that kind of range? - 没关系,慢慢来!或者如果你觉得更方便的话,可以直接告诉我每月大概有多少钱入账——是几百美元,还是接近一千美元,大概在哪个范围?
02:27-02:53 - Sarah: I am pulling up the calculator right now. Fifteen hours a week times fourteen dollars and fifty cents is two hundred seventeen dollars per week. So then monthly, I would make about like, eight hundred sixty to nine hundred dollars. I think it's usually because sometimes they don't make quite up to that. It's usually per month about eight hundred sixty dollars. - 我现在正打开计算器。每周 15 小时乘以 14.5 美元是每周 217.5 美元。那么按月算的话,我大概能赚 860 到 900 美元。我想通常是因为有时候工时没排那么满。每月的收入通常在 860 美元左右。
02:56-03:09 - Researcher: Perfect, thanks for working that out! So about $860 a month while you're in school. Now let's talk AI – what AI chat assistants are you currently using? And for each one, tell me whether you're on a free trial, using the free version, or actually paying for it. - 太棒了,谢谢你算出来!所以上学期间每月大约 860 美元。 现在我们来聊聊 AI——你目前正在使用哪些 AI 聊天助手?对于每一个,请告诉我你是处于免费试用期、使用免费版本,还是实际在付费使用。
03:16-04:12 - Sarah: Oops. So sorry. Um, I got a notification. So, yes, with the AI, our school and, like, through my job with environmental affairs and IT if you have, like, a certain on campus job, it is a paid plan. For the chat GPT. So, um, that is that is that one. And then with, um, any other ones that I've tried, like the ones that I, uh, checked off on, like, the original form, I've used, like, the free trial version of. And, uh, yeah. Oh, yeah. Wait. So the ones that I'm, uh, using that I've used, like, the free trial version of are Microsoft Copilot. Um, we actually do have I'm not sure if that's technically paid as well because we do have, um, a Microsoft account through the school. Which, like, allows us to have access to Copilot. And I've also both before used Gemini. Free trial version. - 噢,抱歉。嗯,我刚收到一条通知。好的,关于 AI,由于我们在学校以及我从事环境事务和 IT 的工作,如果你有特定的校园职位,它会提供付费方案。对于 ChatGPT 来说是这样的。所以,那是其中一个。然后对于我尝试过的其他助手,比如我在最初表格里勾选的那些,我用过它们的免费试用版。嗯,是的。哦,等等。所以我正在使用或用过免费试用版的是 Microsoft Copilot。嗯,实际上我们也有——我不确定那个在技术上是否也算付费版,因为我们通过学校拥有 Microsoft 账户,这让我们有权使用 Copilot。另外,我以前也用过 Gemini 的免费试用版。
04:15-04:35 - Researcher: Interesting – so you've got ChatGPT paid through your school job, Copilot maybe also through school (you're not totally sure), and you've tried Gemini on the free version. Let me dig into that ChatGPT situation a bit more. When you say it's paid through your on-campus job – does that mean the school pays for it and you get access because of your role? Like, is it a perk of working in IT and environmental affairs? - 有意思——所以你的 ChatGPT 是通过学校工作付费的,Copilot 可能也是通过学校(你不完全确定),而 Gemini 是试用的免费版。 让我再深入了解一下 ChatGPT 的情况。当你说明它是通过校园工作付费时——是指学校支付费用,你因为职位关系获得了访问权限吗?比如,这是在 IT 或环境事务部门工作的福利?
04:37-04:38 - Sarah: Yes. - 是的。
04:42-04:58 - Researcher: Cool. So you're not paying out of your own pocket for ChatGPT right now. Here's what I'm curious about – before you started using these AI tools, had you ever paid for other digital products or subscription services with your own money? I'm thinking like Spotify, Netflix, app subscriptions, online courses, anything like that? - 酷。所以你目前不需要自己掏钱买 ChatGPT。 我很好奇的是——在你开始使用这些 AI 工具之前,你是否曾用自己的钱支付过其他数字产品或订阅服务?比如 Spotify、Netflix、应用订阅、在线课程,或者类似的任何东西?
05:00-05:34 - Sarah: Yes. I have paid for a subscription using my own money, a Spotify subscription using my own money, I've gotten, like, one month on a streaming service, like, Hulu or, um, Paramount Plus before using my own money. And, um, oh gosh, there was something else that you said. Oh, yes. I've, uh, paid for an online course, uh, for during the summer of my high school year. I actually split the cost with my parents, but it was a online financial literacy course. That helped me, like, graduate high school, um, like, in the summer between my junior and senior year. - 是的。我用自己的钱付过订阅费,用自己的钱付过 Spotify 订阅。我也曾用自己的钱买过一个月的流媒体服务,比如 Hulu 或者 Paramount Plus。还有,嗯,天哪,你刚才还提到了别的。哦对了,我在高中暑假期间付过一门在线课程的费用。实际上是和我父母分摊的,那是一门在线金融素养课程。这帮我在高三和高四之间的暑假顺利高中毕业了。
05:37-05:54 - Researcher: That's helpful context! So you've got Spotify as an ongoing thing, you've dipped into streaming services for a month here and there, and that financial literacy course. Let me zoom in on Spotify since that sounds like it's still active. How long have you been paying for that, and what made you decide it was worth spending your own money on? - 这个背景很有参考价值!所以你有 Spotify 的长期订阅,偶尔也会尝试一两个月的流媒体服务,还有那个金融素养课程。 让我们细聊一下 Spotify,因为它听起来现在还在用。你付费订阅多久了?是什么让你觉得值得花自己的钱去买它?
05:54-06:52 - Sarah: Um, I'm, uh, Netflix is also an ongoing ongoing that I pay for, but that one was, yeah, just a couple of months ago because a, um, a show that I really like a new season came out. So I was like, oh, and now I've just been kind of sticking with it for a couple of months. But, yes, Spotify, I tried using the free version and ads during music. Just did not work for me. It's totally worth the money to pay for the plan that allows me to, like, organize and curate my playlist and listen to music ad free. It's totally worth it to me because I listen to music all the time when I'm, like, getting ready in the morning, when I'm getting ready for bed between classes during, like, meals and such. Or just, like, having background music on while chilling with my friends or, doing homework. And I really like curating playlists for certain moods. So that definitely, um, helped me decide that it was worth spending my money on. And that was, um, November of November of twenty twenty four was when I started paying for that. - 嗯,我……Netflix 也是我一直在付费的,不过那是几个月前开始的,因为我非常喜欢的一部剧出了新一季。所以我想,哦,现在我已经坚持订阅几个月了。但是,是的,Spotify,我尝试过使用免费版,但听音乐时的广告我实在受不了。付费买那个方案完全值得,它让我可以组织和整理我的播放列表,并且无广告收听音乐。对我来说这完全值得,因为我随时都在听音乐:早起洗漱时、准备睡觉前、课间、吃饭时等等。或者在和朋友放松、写作业的时候当背景音乐。我真的很喜欢根据特定的心情整理播放列表。所以这确实帮我决定了它值得我花钱。我是从 2024 年 11 月开始为此付费的。
06:55-07:16 - Researcher: That Spotify story is really interesting – the ads were a dealbreaker, and you use it constantly throughout your day, so it just made sense. And Netflix joined the lineup recently for that show! Now let's shift gears to AI specifically. In the past three months, how many AI products have you actually paid for with your own money – not the school-provided ones, but ones where you personally decided to spend your own cash? - 这个 Spotify 的例子很有趣——广告是让你不能接受的点,而且你全天都在使用它,所以付费很合理。而 Netflix 最近是为了追剧才加入订阅名单的! 现在我们将话题转回 AI。在过去的三个月里,你有多少款 AI 产品是实际用自己的钱支付的?不是学校提供的那些,而是你个人决定花钱购买的。
07:18-07:26 - Sarah: Um, I haven't spent my own cash on an AI product before. It's just, like, the school paid subscriptions. - 嗯,我之前还没有在 AI 产品上花过自己的钱。用的都是学校支付的订阅。
07:28-07:45 - Researcher: Got it – so zero AI products paid with your own money so far. It's all been through school access. Here's what I'm curious about: have you ever thought about paying for an AI product yourself, like maybe continuing ChatGPT if you lost school access, or upgrading one of the free ones you've tried? Or has that not really crossed your mind yet? - 明白了——所以到目前为止,自费购买的 AI 产品为零。全部是通过学校途径获得的。 我很好奇:你有没有想过自己花钱买 AI 产品,比如如果你失去了学校的权限,是否会继续使用 ChatGPT,或者升级你尝试过的某个免费工具?还是说你还没怎么考虑过这件事?
07:49-08:17 - Sarah: I've definitely thought about what's going to happen when I, uh, graduate from school and lose, like, the ChatGPT access. I think it would be very useful because it's very useful in what I'm doing for my jobs now. I think the in like, within my industry and, like, in my future job, it would be relevant and useful. So I'm not sure if access will be provided through my job, or I would need to pay for it myself. But it's something that I have thought about. - 我确实想过当我毕业并失去 ChatGPT 权限时会发生什么。我认为它会非常有用,因为它对我现在的工作非常有帮助。我觉得在我的行业以及未来的工作中,它都是相关且有用的。所以我不确定到时候工作单位是否会提供权限,还是需要我自己付钱。但这确实是我考虑过的事情。
08:19-08:40 - Researcher: So you've thought about it in a "what happens after graduation" kind of way, but it's still uncertain whether you'd pay yourself or hope a future employer covers it. Let me ask this: if you graduated tomorrow and suddenly lost that school ChatGPT access, and your new job didn't provide it – would you actually pull out your own credit card and subscribe? Or would you just go back to using the free version? - 所以你是以“毕业后怎么办”的方式考虑过,但还不确定是自己掏钱,还是希望未来的雇主能报销。 我想这样问:如果你明天毕业,突然失去了学校的 ChatGPT 权限,而你的新工作也不提供,你会真的掏出信用卡去订阅吗?还是会退回到使用免费版本?
08:44-09:09 - Sarah: Um, I think I would go back to using the free version for, like, a month or a couple of weeks and see how jarring the process is. And depending on like, the price and if they have any, um, if, like, the price becomes more affordable in the in the future, I would definitely consider, uh, buying it with my own money and then seeing, like, oh, after a little bit of time, is it has this been worth it. - 嗯,我觉得我会退回到使用免费版大概一个月或几周,看看这个落差感有多大。根据价格,以及未来如果价格变得更实惠,我肯定会考虑自费购买,然后观察一段时间,看看这到底值不值。
09:12-09:24 - Researcher: That's a really practical approach – test-drive the free version first, see how painful the downgrade feels, then decide. You mentioned "if the price becomes more affordable" – do you actually know what ChatGPT Plus costs right now per month? - 这是一个非常务实的做法——先试用免费版,看看降级的感觉有多痛苦,然后再做决定。 你提到了“如果价格变得更实惠”——你现在知道 ChatGPT Plus 每个月多少钱吗?
09:27-09:49 - Sarah: Actually, no. I I remember looking at it before and being like, wow. I'm glad the school pays for it, but I I don't remember right now. I should probably look it up. I definitely would and, like, consider the other tiers and options and, like, maybe what other AI products, like, paid versions are when I'm actually, like, looking at purchasing it myself with my own money. - 实际上,不知道。我记得以前看过,当时觉得“哇”。我很庆幸学校付了钱,但我现在不记得价格了。我可能应该查一下。当我真正考虑自费购买时,我肯定会对比不同的层级和选项,也许还会看看其他 AI 产品的付费版。
09:51-10:06 - Researcher: Yeah, that makes sense – you haven't had to think about the actual price tag since school covers it. Let me ask about your current usage: on average, how many times per week would you say you're using ChatGPT or other AI chat assistants? Like, is it a couple times a week, daily, multiple times a day? - 嗯,这很合理——既然学校承担了费用,你就不需要去考虑实际标价。 我问一下你目前的使用情况:平均每周你会使用多少次 ChatGPT 或其他 AI 聊天助手?是每周几次、每天都用,还是每天多次?
10:07-10:12 - Sarah: Um, I would say a few times a week, like, almost daily, but not daily. - 嗯,我想说每周几次,几乎每天,但不是每天都用。
10:14-10:21 - Researcher: So almost daily, few times a week. When you do use it, what are you typically using it for? Walk me through a recent example from the past week or two. - 几乎每天,每周几次。当你使用它时,通常是用来做什么?请举一个过去一两周内的具体例子。
11:06-11:15 - Sarah: I use it a lot for summarizing long text into, like, bullet points. Um, that I think is the most recent example I did is I was I, um, knew a few things that I wanted to know from, like, a really long, like, data heavy research article. So I asked it, um, does this research article cover this and this and this points? If so, like, what does it say about them? And also just summarize it and give me key points. I've also used it to, like, uh, like, talk about data and, like, upload datasets and then, like, um, what are some like, key insights from this as well and asked it to help me, um, brainstorm some things. And I've also used it for, like, research on, what is happening in, like, a certain industry or certain tools. Like, how are people, uh, how are other people doing this, what are people, like, talking about on social media? Almost like social listening. - 我经常用它把长文本总结成要点。嗯,我想最近的一个例子是,我从一篇非常长的、数据密集的研讨论文中想了解一些特定的点。所以我问它,这篇研究论文是否涵盖了这点、那点和这些点?如果是的话,它是怎么说的?同时帮我总结并给出关键点。我还用它来处理数据,比如上传数据集,然后问“从中可以得出哪些关键见解”,并让它帮我头脑风暴。我还用它来调研某个行业或某些工具的现状。例如,其他人是怎么做的?社交媒体上大家在讨论什么?有点像社交聆听。
11:18-11:40 - Researcher: That's really concrete – so you're using it for work tasks, summarizing research, analyzing data, industry research, social listening. These all sound pretty tied to your environmental affairs internship and maybe your tech support role. Here's what I'm wondering: when you used the free version of ChatGPT before getting school access, or when you've tried Gemini's free version – what was missing or frustrating compared to the paid ChatGPT you have now? - 非常具体——所以你把它用于工作任务、总结研究、分析数据、行业调研和社交聆听。这些听起来都与你的环境事务实习以及可能的技术支持工作紧密相关。 我在想:当你之前在没有学校权限时使用 ChatGPT 免费版,或者当你尝试 Gemini 免费版时,与你现在拥有的付费版 ChatGPT 相比,觉得缺少了什么,或者有什么令人沮丧的地方?
12:01-12:18 - Sarah: Definitely something that's frustrating about Gemini's free version is that the answers feel so much less in-depth or less quality. Or, um, even though I have really specific prompts, it's still misunderstands, and I have to keep wasting time, uh, trying to re rethink my prompt or reword it to try to get it to understand what I'm saying. And it usually, like, still doesn't, so I end up having to, like, edit and do a bunch of the work myself. Or I, like, don't trust it as much because I think it's like, not it it's just not as, like I I don't think it's, like, working as harder as in-depth. - Gemini 免费版最让我沮丧的一点是答案感觉深度不够,或者质量较低。或者,即使我的指令非常具体,它仍然会产生误解,我不得不一直浪费时间重新思考我的指令或改写措辞,试图让它理解我的意思。而且它通常还是不理解,结果我不得不自己进行大量的编辑和处理工作。或者我不那么信任它,因为我觉得它……它表现得不够努力或不够深入。
12:22-12:41 - Researcher: So Gemini feels lower quality – less depth, misunderstands even specific prompts, and you don't trust it as much. That's a pretty big difference. When you were using free ChatGPT before school gave you the paid version, do you remember what the limitations were? Like, was it also about answer quality, or was it more about hitting usage limits, slower responses, something else? - 所以 Gemini 感觉质量较低——深度不足,甚至会误解。具体的指令,而且你对它的信任度不高。这确实是一个很大的区别。 当你以前在学校提供付费版之前使用免费版 ChatGPT 时,你还记得有哪些限制吗?也是关于答案质量,还是更多关于使用限制、响应变慢或其他方面?
12:42-12:58 - Sarah: I didn't use it too much before school, but I do remember that it definitely had, uh, answer limitations or, like, usage, limits and image generation was really, slow when you could only do, like, one, I think. - 在学校提供之前我用得不多,但我确实记得它有答案限制,或者说使用次数限制,而且生成图像的速度非常慢,而且我记得好像只能生成一张。
13:01-13:18 - Researcher: Got it – usage caps and slow image generation on the free version. Since you're using ChatGPT now for all these work tasks almost daily, if you had to pay for it yourself today at whatever the price is, what's the maximum amount per month you'd be willing to spend before you'd say "nope, that's too much, I'll just deal with the free version"? - 明白了——免费版的用量上限和缓慢的图片生成。 既然你现在几乎每天都用 ChatGPT 处理工作任务,如果今天你需要自费购买,无论价格是多少,你每月愿意支付的最高金额是多少?超过多少你会说“不,太贵了,我还是用免费版吧”?
13:40-13:44 - Sarah: That is a good question. I would think maybe oops. Sorry. I think something happened. Um, I would think maybe, uh, twenty dollars per month is the max that I would spend. Uh, maybe even, like, fifteen would be too much. - 这是一个好问题。我想也许……噢,抱歉。我想出点状况。嗯,我想也许每月 20 美元是我的上限。呃,甚至 15 美元可能都嫌多了。
13:46-14:01 - Researcher: So somewhere in the $15-20 range feels like the ceiling for you, and even $15 might be pushing it. What's driving that number? Like, when you think about $20 being the max, what are you comparing it to in your head – your other subscriptions, your budget, the value you're getting? - 所以 15 到 20 美元左右感觉是你的上限,甚至 15 美元都让你有点犹豫。 是什么决定了这个数字?当你认为 20 美元是上限时,你脑子里是在把它和什么做对比——是你的其他订阅、你的预算,还是你获得的价值?
14:03-14:18 - Sarah: I'm just yeah, comparing it to, uh, other subscriptions. Like, I well, then again, I do get student plan for Spotify right now, but I wouldn't wanna pay more for it than I'm, like, paying for my Spotify, um, even when I don't have student plan, I think it would still be around that range. - 我只是在把它和其他订阅做对比。比如……不过话说回来,我现在买 Spotify 用的是学生方案,但我不想在它上面花比 Spotify 更多的钱。即使没有学生方案,我想价格也差不多在那个范围内。
14:20-14:38 - Researcher: That's interesting – you're benchmarking it against Spotify, which you use constantly throughout the day. But you use ChatGPT less frequently, just a few times a week for work stuff. If ChatGPT is less frequent than Spotify, why would you be willing to pay a similar amount for it? What makes it worth that $15-20 range even though you're not using it as much? - 有意思——你是在以 Spotify 为基准,而 Spotify 是你全天都在使用的。但你使用 ChatGPT 的频率较低,只是每周几次用于工作。 如果 ChatGPT 的使用频率低于 Spotify,为什么你愿意为它支付类似的费用?是什么让它即使在你不经常使用的情况下也值 15 到 20 美元这个区间?
14:39-15:07 - Sarah: I'm not sure how much I would use That's, like, I guess, the the point I think I would be getting, like, the but, like, the more I would it's it's not like I'm paying for it per use. I would be not using it as much, so it wouldn't make as much of an impact if I didn't pay for the, uh, more premium version of it. And I'm not sure how much I'm going to use it. - 我不确定我会用多少……我想这就是重点,如果我不支付更高级的版本,它的影响就不会那么大。我不确定我将来会用多少。
15:11-15:46 - Researcher: That's a really honest answer – you're not actually sure it would be worth it because you're uncertain how much you'd use it without the workschool context pushing you to it. Let me ask this differently: overall, what's your general attitude toward paying for AI products? I'll give you some options and you tell me which one fits best: 1) AI is a must-have tool for lifework, I'm willing to pay for it consistently 2) I think it's really valuable, happy to pay if it's useful 3) Paying is acceptable, but I'd be pretty cautious about it 4) Not really willing to pay unless I absolutely have to or it's very cheap 5) I wouldn't consider paying for AI products at all Which one sounds most like you? - 这是一个非常诚实的回答——你其实不确定它是否值得,因为你不确定没有工作/学业环境的推动,你会用它到什么程度。 让我换个问法:总的来说,你对付费购买 AI 产品的普遍态度是什么?我会给你几个选项,你告诉我哪个最贴切: 1) AI 是生活/工作的必备工具,我愿意持续付费。 2) 我认为它很有价值,如果好用我乐意付钱。 3) 付费是可以接受的,但我会非常谨慎。 4) 除非绝对必要或者非常便宜,否则不怎么愿意付钱。 5) 我完全不会考虑为 AI 产品付费。 哪一个听起来最像你?
15:46-15:50 - Sarah: Um, in between two and three, but more on the three side. - 嗯,介于 2 和 3 之间,但更偏向 3。
15:53-16:41 - Researcher: So leaning toward "paying is acceptable, but I'd be pretty cautious" – that tracks with everything you've said about testing the free version first and being uncertain about value. Now let me ask about what AI capabilities matter most to you. I'm going to list a bunch of different AI abilities, and I want you to pick the TOP THREE you'd be most willing to pay for, in order of priority: - Content creation (writing, rewriting, translation, copywriting) - Information organizing and summarizing (long documents, materials, meeting notes) - Learning and knowledge assistance (explaining concepts, learning paths, answering questions) - Work efficiency (automating workflows, generating templates) - Data analysis and insights - Creativity and inspiration generation - Decision support (comparing options, risk analysis) - Programmingtechnical support - Personal assistant capabilities (planning, reminders, organizing tasks) What are your top three? - 那么就是偏向“付费是可以接受的,但我会非常谨慎”——这和你之前提到的先测试免费版以及对价值的不确定性是一致的。 现在我来问问你最看重哪些 AI 功能。我会列出一系列不同的 AI 能力,我想请你从中选出你最愿意付费的前三项,按优先级排序: - 内容创作(写作、改写、翻译、文案策划) - 信息组织与总结(长文档、资料、会议纪要) - 学习与知识辅助(解释概念、学习路径、回答问题) - 工作效率(自动化工作流、生成模板) - 数据分析与见解 - 创意与灵感生成 - 决策支持(选项对比、风险分析) - 编程/技术支持 - 个人助理功能(规划、提醒、组织任务) 你的前三名是什么?
16:45-17:03 - Sarah: Oh my goodness. Sorry. I'm still reading them. You went really fast. I would say oh, it went away. Okay. There we go. Um, I would say information organizing and summary summarizing is definitely the top. And also, um, learning and knowledge assistance And then if I had to pick a third one oh, yeah. Data analysis and insights. - 噢天哪。抱歉,我还在看。你念得很快。我想说……哦,列表不见了。好了,又出来了。嗯,我想说“信息组织与总结”绝对是第一位。还有,“学习与知识辅助”。如果必须选第三个的话……哦对了,“数据分析与见解”。
17:05-17:17 - Researcher: Perfect – so your top three are: 1. Information organizing and summarizing 2. Learning and knowledge assistance 3. Data analysis and insights Why are these three the most important to you? What makes them stand out from the others? - 完美——所以你的前三名是: 1. 信息组织与总结 2. 学习与知识辅助 3. 数据分析与见解 为什么这三项对你最重要?是什么让它们从其他选项中脱颖而出?
17:34-17:56 - Sarah: Um, I don't like using AI as a replacement for human thought. So the ones that are like, content creation, um, are definitely not my style of using AI. I want to use it as an assistant in supplement to my work rather than creating work. So if it helps me learn or if it helps me learn things from the information that I'm putting in that either I've created or someone else has created, And then my output, what I'm creating, is going to be different than the AI. The AI just helped me have base knowledge for it. That's what I wanna get out of AI. - 嗯,我不喜欢用 AI 来替代人类思考。所以像“内容创作”之类的功能,绝对不是我使用 AI 的风格。我希望把它当作补充我工作的助手,而不是由它来创造工作。所以如果它能帮我学习,或者帮我从输入的信息(无论是我自己创建的还是别人创建的)中获取知识,那么我最终输出的东西、我创造的东西,就会和 AI 创建的不同。AI 只是帮我掌握了基础知识。这就是我希望从 AI 那里得到的。
17:59-18:36 - Researcher: That's a really clear philosophy – AI as a learning tool and assistant, not as a replacement for your own thinking and creation. You want it to help you understand and process, but the output is still yours. That actually connects to something I'm curious about: you mentioned earlier that with Gemini's free version, you don't trust it as much and the answers feel less in-depth. When you think about what would make you willing to pay for an AI tool, how important is that trust and output quality compared to other factors? Like, if I gave you a list – functionality, how often you use it, price-to-value ratio, ease of use, effectiveness, uniqueness, and output quality – which three matter most when you're deciding whether to pay? - 这是一个非常明确的理念——将 AI 作为学习工具和助手,而不是替代你自己的思考和创作。你希望它能帮你理解和处理信息,但产出物仍然属于你自己。 这其实联系到了我好奇的一点:你刚才提到 Gemini 的免费版让你不信任,答案深度不够。当你考虑什么会让你愿意为 AI 工具付费时,与功能、使用频率、性价比、易用性、有效性、独特等因素相比,信任和输出质量有多重要? 如果你有这样一个列表——功能性、使用频率、性价比、易用性、有效性、独特性和输出质量——在决定是否付费时,哪三个最重要?
18:38-19:11 - Sarah: Price to value ratio would, uh, be the most and also effectiveness. Um, I feel like sometimes with output quality, that one would be up there. But I can sometimes just edit to make it the best. And then uniqueness doesn't matter as much because I'm again, I'm creating stuff from what the AI gets me. I'm not, like, expecting it to create, like, a good unique product to put out there. Um, I'd I'd definitely wanna create stuff myself still. And ease of use isn't as important to me because I feel like I'm, like, tech savvy enough that it will be okay. - “性价比”排在第一,还有“有效性”。嗯,我觉得有时候“输出质量”也很重要,但我有时可以通过编辑来让它变得更好。而“独特性”没那么重要,因为再说一遍,我是根据 AI 给我的东西再进行创作。我不指望它能创造出一个很好的、可以直接发布的独特产品。嗯,我肯定还是想自己创作东西。而且“易用性”对我来说也没那么重要,因为我觉得自己对技术足够了解,应该没问题。
19:13-19:31 - Researcher: So your top factors are: 1. Price-to-value ratio 2. Effectiveness 3. Output quality (though you can work with it if needed) The price-to-value piece is interesting because you haven't actually paid for AI yourself yet. When you say "price-to-value ratio," what does "value" mean to you in concrete terms? Like, how would you measure whether you're getting good value? - 所以你的核心因素是: 1. 性价比 2. 有效性 3. 输出质量(虽然必要时你可以自己修改) 性价比这一块很有趣,因为你还没亲自付过费。当你提到“性价比”时,具体到具体语境中,“价值”对你来说意味着什么?你会如何衡量自己是否获得了良好的价值?
19:35-19:44 - Sarah: Quality of responses, I guess, would go into that value. And, um, when I was thinking about it, I was thinking of if I would be willing to pay for it in the future. - 我想响应的质量会包含在“价值”里。而且,当我这么想的时候,我是在考虑未来我是否愿意为之付费。
19:47-20:08 - Researcher: So value is mostly about quality of responses. But here's what I'm trying to understand – you haven't paid yet, and you said you're not sure how much you'd even use it without schoolwork pushing you to. If you're uncertain about your usage, what would actually need to happen for you to feel like "okay, this price-to-value ratio works, I'm going to subscribe"? Is there a specific scenario or threshold in your mind? - 所以价值主要关于响应的质量。但这里我想了解的是——你现在还没付费,而且你说过如果不因为学校任务推动,你不确定自己会用多少。 如果你对使用频率不确定,究竟需要发生什么,才会让你觉得“好吧,这个性价比可以,我要订阅了”?你心里有一个特定的场景或门槛吗?
20:30-20:36 - Sarah: Not really, but maybe if it had another, uh, feature or I discovered another feature to use that made me learn more or get more interesting insights that I wouldn't have gotten elsewhere. I guess that does dabble into uniqueness, um, or something that really, like, stands out, um, that I feel like, oh, I need this. It's, like, vital to my workflow. - 并没有。但也许如果它有了另一个功能,或者我发现了另一个可以让我学到更多、或者获得在别处得不到的有趣见解的功能。我想这确实涉及到了“独特性”,或者某种非常突出的东西,让我觉得“哦,我需要这个,它对我的工作流程至关重要”。
20:40-20:52 - Researcher: So it would need to become vital to your workflow – something you feel like you need rather than just "nice to have." Right now with ChatGPT through school, does it feel vital? Or is it more in that "helpful but I could probably work around it" zone? - 所以它需要变得对你的工作流程“至关重要”——是你感觉“需要”而不仅仅是“有了更好”的东西。 目前对于通过学校使用的 ChatGPT,你觉得它是至关重要的吗?还是处于“很有帮助但没有也能行”的地带?
20:54-21:03 - Sarah: I could definitely work without it, but it is very, very helpful. It saves me a ton of time, so I think I wouldn't be able to do as much if I didn't have it. - 没有它我也肯定能工作,但它确实非常有帮助。它帮我节省了大量时间,所以如果没有它,我想我无法完成这么多工作。
21:06-21:33 - Researcher: That's interesting – it saves you tons of time and lets you do more, but you could still work without it. Let me ask about the AI tools you're using now. You've got ChatGPT as your main one, Copilot through school, and you've tried Gemini. If you had to describe how these products relate to each other in your workflow – like using a family or company structure as a metaphor – how would you describe it? Like, is ChatGPT the "boss" and the others are backups? Are they teammates with different roles? How do they fit together? - 这很有意思——它节省了大量时间并让你做得更多,但你依然可以在没有它的情况下工作。 我想问问你现在使用的 AI 工具。ChatGPT 是你的主力,Copilot 是通过学校使用的,你也试过 Gemini。如果你要描述这些产品在你的工作流中是如何相互关联的——比如用一个家庭或公司结构作为比喻——你会怎么形容? 比如,ChatGPT 是“老板”,其他的是备份?还是说它们是分工不同的队友?它们如何互补?
21:39-22:04 - Sarah: I don't think I I rarely ever use the Copilot unless the task, like, requires us to use it. Like, sometimes professors have said, use Copilot for this. Um, and Gemini, I rarely ever use, so I would think ChatGPT is just like the boss, and I don't I rarely rarely use other ones. Maybe just like as a as like a consultant or something come in on a case by case basis. - 我想我很少用 Copilot,除非任务要求我们必须用。比如有时候教授会说在这个任务上用 Copilot。嗯,Gemini 我也极少使用。所以我认为 ChatGPT 就是“老板”,其他的我很少很少用。也许只是像“顾问”一样,在特定情况下偶尔参与一下。
22:09-22:29 - Researcher: So ChatGPT is the boss, and Copilot and Gemini are occasional consultants brought in only when needed. That's a pretty clear hierarchy! Alright, let's talk about money more directly. You mentioned earlier that $15-20 per month feels like the max you'd pay for ChatGPT. But let me ask more broadly: what's the absolute highest amount per month you could accept paying for any AI product, regardless of which one? - 所以 ChatGPT 是老板,Copilot 和 Gemini 是偶尔才请来的顾问。这是一个非常清晰的等级制度! 好了,我们来聊聊钱。你刚才提到,每月 15 到 20 美元是你为 ChatGPT 付费的上限。但我更广泛地问一下:对于任何一款 AI 产品,无论具体是哪一个,你每月能接受支付的绝对最高金额是多少?
22:37-22:38 - Sarah: Twenty dollars per month. - 每月 20 美元。
22:41-22:57 - Researcher: $20 is the ceiling. You mentioned earlier that's based on comparing it to other subscriptions like Spotify. When you think about that $20 limit, is it more about what percentage of your income that represents (since you're making about $860month), or is it really just about keeping it in line with what you pay for other services? - 20 美元是天花板。你刚才提到,这是基于 Spotify 等其他订阅服务进行的对比。 当你考虑这 20 美元的限制时,更多是因为这个金额占你收入的比例(因为你每月赚约 860 美元),还是单纯为了让它与你为其他服务支付的费用保持一致?
23:02-23:14 - Sarah: Keeping it in line with what I pay for other services. Because I haven't really thought of percentage of income, but I could think about it. Like, the fact that it's more than what I make in an hour definitely, that percentage of income should be part of the equation. - 是为了让它和其他服务保持一致。因为我还没真正考虑过收入百分比,但我现在可以想一下。考虑到这个价格比我一小时赚的还多,那个百分比确实应该成为考量的一部分。
23:17-23:35 - Researcher: That's a really interesting point – $20 is more than what you make in an hour ($14.50), so when you frame it that way, it suddenly feels different. If you actually did the math on percentage of your $860 monthly income, what percentage would feel reasonable to spend on an AI subscription? Like, would 2-3% feel okay, or does even that sound like too much? - 这是一个非常有趣的切入点——20 美元比你的时薪(14.50 美元)还要高,所以当你换个角度看,感觉突然就不一样了。 如果你真的算一下这 860 美元收入的百分比,你觉得花多少比例在 AI 订阅上是合理的?比如,2% 到 3% 感觉可以接受吗,还是依然觉得太多了?
23:44-23:47 - Sarah: That seems okay. Like, two percent. Yeah. - 那样看起来还可以。比如百分之二。嗯。
23:50-24:12 - Researcher: So 2% feels okay – that would be about $17 of your $860 monthly income, which actually lines up pretty close to that $15-20 range you mentioned earlier. Now let's say there's an AI product you're interested in but haven't subscribed to yet. How much cheaper would it need to be, or what kind of discount would it need to offer, for you to actually try subscribing to it? Like, what's the price point that makes you say "okay, I'll give this a shot"? - 百分之二觉得可以——也就是 860 美元收入中的 17 美元左右,这和你之前提到的 15 到 20 美元的范围挺接近的。 现在假设有一款你感兴趣但还没订阅的 AI 产品。它需要便宜到什么程度,或者需要提供什么样的折扣,才会让你真正尝试去订阅?比如,哪个价位会让你说“好吧,我试试看”?
24:13-24:27 - Sarah: Ten dollars a month would be awesome, but I don't think it'll be that low. So, um, I guess, maybe, um, if it had like, it's at ten dollars a month maybe and then went up later. Um, so it's almost like a trial period. - 每月 10 美元会很棒,但我不觉得会低到那个程度。所以,嗯,我想也许……如果它有类似,先是每月 10 美元,然后之后再涨价。嗯,就像是个试用期一样。
24:29-24:48 - Researcher: So $10month feels like an easy "yes, I'll try it" price, but you doubt AI products would actually be that cheap. You'd want something like an introductory rate at $10 that goes up later. What if a product was normally priced at, say, $20, but offered a 50% discount for the first few months – would that $10 introductory period be enough to get you to subscribe and test it out? - 所以每月 10 美元感觉是一个很容易说“好,我试试”的价格,但你怀疑 AI 产品不会真的那么便宜。你希望有那种 10 美元的入门价格,之后再恢复原价。 如果一个产品原价是比如 20 美元,但在前几个月提供 50% 的折扣——那 10 美元的入门期是否足以吸引你订阅并测试一下?
24:49-24:50 - Sarah: Yes. - 是的。
24:52-25:09 - Researcher: Got it – so half-off for a trial period would work for you. Now, even though you're not paying for ChatGPT yourself right now, let's imagine you were. If ChatGPT raised its price, at what point would you say "that's too much, I'm canceling"? Like, how many dollars more per month, or what percentage increase, would push you to stop? - 明白了——所以半价试用期对你有效。 现在,即便你目前并未亲自支付 ChatGPT 的费用,让我们想象一下如果你在付费。如果 ChatGPT 涨价了,到什么程度你会说“太贵了,我要取消”?比如,每月增加多少美元,或者涨价百分之多少,会促使你停止使用?
25:11-25:18 - Sarah: Like I said, the twenty dollars is kind of a ceiling. So I think anything over that twenty dollars - 就像我说的,20美元算是一个上限。所以我认为任何超过20美元的价格……
25:20-25:33 - Researcher: So if it went above $20, you'd stop – that's your hard line. But what if it started at, say, $15 and then went up to $18 or $19? Would you stick with it since it's still under $20, or does even a smaller increase within that range make you reconsider? - 所以如果超过20美元,你就会停止使用——那是你的底线。 但如果它起步价是,比如15美元,然后涨到18或19美元呢?你会因为它还在20美元以下而坚持使用吗,还是说即便在这个范围内的微小涨幅也会让你重新考虑?
25:48-25:59 - Sarah: That's a good point. It's all very theoretical. It's kind of hard to see until it's, like, making an until it's making, like, an impact on my income. But it would also be by that point, after the first few months, I would know how much I'm using or not. And basically be able to tell if I wanna pay for it at all. Or if I'd rather free is easier. - 这是一个很好的观点。这完全是理论上的。在它真正对他的人收入产生影响之前,很难预见。但到那时,在最初的几个月之后,我就会知道我的使用频率。基本上就能判断我是否想付钱,或者我是否觉得免费的更省事。
26:03-26:29 - Researcher: That's really honest – you'd need actual usage data from those first few months to know if any price is worth it, even within your $20 ceiling. Last question on pricing: imagine a brand new AI product launches tomorrow and it's perfect for you – it has all the features you want, great quality, fits your workflow philosophy of being an assistant not a replacement. What's the maximum monthly fee you'd be willing to pay for that ideal product? Is it still $20, or would you go higher for something truly perfect? - 这很诚实——你需要前几个月的实际使用数据来了解任何价格是否值得,即便是在你20美元的上限之内。 关于定价的最后一个问题:想象一下明天发布了一款全新的 AI 产品,它对你来说非常完美——拥有你想要的所有功能,质量出色,符合你作为“助手而非替代品”的工作流程哲学。对于那样一个理想的产品,你愿意支付的最高月费是多少?还是20美元吗,还是你会为了真正完美的东西支付更高的费用?
26:37-26:45 - Sarah: I feel like what it has is pretty perfect for what I need. And I don't need anything more than that. And I should be cautious about that. So I think it's still, like, the same, like, what what I have is perfect for what I need, so that would be still the twenty dollars. - 我觉得它现在拥有的功能对于我的需求来说已经相当完美了。我不需要更多超出这些的功能。我对此应该保持谨慎。所以我认为价格还是保持不变,就像,我目前拥有的对我的需求来说是完美的,所以那仍然会是20美元。
26:48-27:09 - Researcher: That makes total sense – if what you have now already meets your needs, then even a "perfect" new product wouldn't justify paying more. You're being realistic about what you actually need versus what's shiny and new. We're coming up on the end of our time together. Before we wrap up, is there anything about AI products, pricing, or how you use them that we didn't cover but you think is important for me to understand? - 这完全说得通——如果你现在拥有的已经满足了你的需求,那么即便是“完美”的新产品也无法证明支付更多费用的合理性。对于你真实的需求与那些光鲜亮丽的新事物,你非常务实。 我们的交流时间快结束了。在结束之前,关于 AI 产品、定价或你使用它们的方式,还有什么是我们没有涵盖,但你认为对我理解你很重要的事情吗?
27:13-28:04 - Sarah: That's a great question. I don't really think so. There were a couple things that caught us, and then we ended up covering them. But, oh, if an AI product came from a company that was ethical, or at least trying to be. It's all, like, AIs. Horrible for the environment. It's all just, like, so blown up right now that there's very little that I think will be done for a long time. But if any AI group is taking steps towards being genuinely sustainable and maybe using less water to cool servers, or trying to have more accessibility to areas that with lower income that need this type of information or these types of tools. Any type of, human, uh, development and, like, social responsibility roles, especially considering environmental sustainability would be great. And they would definitely make me consider paying more or consider using them. Or, um, just, like, endorsing them as a brand. - 这是一个极好的问题。我并不觉得还有什么。有几件事之前引起了我们的注意,然后我们最终都涵盖了。但是,哦,如果一个 AI 产品来自一家合乎道德的,或者至少在努力做到合乎道德的公司。现在的 AI 对环境都很糟糕。现在一切都被过度炒作了,以至于我认为在很长一段时间内收效甚微。但如果任何 AI 团队正在采取措施走向真正的可持续发展,比如减少冷却服务器的用水量,或者尝试让低收入地区更容易获得这类信息或工具。任何形式的、人类的,呃,发展以及社交责任角色,特别是考虑到环境可持续性,那就太棒了。这些肯定会让我考虑支付更多费用或者考虑使用它们。或者,嗯,单纯作为品牌来支持它们。
28:09-29:14 - Researcher: That's such an important point – the environmental and social responsibility angle. It makes sense given your environmental affairs internship that you'd care about water usage, energy consumption, and equitable access. That could actually shift your willingness to pay if a company was genuinely walking the walk on those issues. --- Alright, we've covered everything! We've finished all the sections of the interview. Key insights I'm taking away: - You're cautious about AI payments – willing to consider it, but you'd need to see real usage patterns first before committing - Your $15-20month ceiling is driven by comparing to other subscriptions and roughly 2% of your income - You see AI as a learning assistant, not a replacement for human thought – that philosophy shapes what features matter to you - ChatGPT saves you tons of time now, but you're uncertain if you'd use it as much without schoolwork pushing you to it - Environmental sustainability and social responsibility could actually influence your brand loyalty and willingness to pay Thank you so much for your time and thoughtfulness today! How did this AI-powered interview feel for you? And yes – you'll receive the incentive reward for completing this. Feel free to close the website or hang up whenever you're ready! - 这是一个非常重要的点——环境和社交责任的角度。考虑到你从事的环境事务实习工作,你会关心用水量、能源消耗和公平获取权,这是很合理的。如果一家公司在这些问题上言行一致,这实际上可能会改变你的付费意愿。 --- 好了,我们已经涵盖了所有内容!我们完成了访谈的所有部分。 我总结出的关键洞察: - 你对 AI 付费持谨慎态度——愿意考虑,但在做出承诺之前,你需要先看到真实的日常使用模式。 - 你 15-20 美元/月的上限是基于与其他订阅服务的比较,以及大约占你收入的 2%。 - 你将 AI 视为学习助手,而不是人类思考的替代品——这种哲学塑造了你关注的功能。 - ChatGPT 现在为你节省了大量时间,但不确定如果没有学校作业的推动,你是否还会使用得这么多。 - 环境可持续性和社交责任实际上会影响你的品牌忠诚度和付费意愿。 非常感谢你今天的参与和深思熟虑!这次由 AI 驱动的访谈对你来说感觉如何? 是的——完成这次访谈后,你将获得激励奖励。当你准备好时,请随关闭网页或挂断!
29:21-29:22 - Sarah: Um, it felt good. I, um, was worried about you know, an AI interviewer, but I'm very glad that you repeated back to me what I was saying. So I made sure that you were understanding what I was saying. It felt really great. Thank you. - 嗯,感觉很好。我,嗯,之前有点担心 AI 访谈员,但我很高兴你把我刚才说的话复述给我也听。这样我能确保你理解了我的意思。感觉真的很棒。谢谢你。
29:24-29:38 - Researcher: Thank you so much – that's really great to hear! I'm glad the reflection helped you feel understood. Your insights were incredibly valuable, especially that ethicalsustainability angle at the end. Safe travels, and best of luck with your French studies and campus work. Take care! - 非常感谢——听到这些真是太好了!我很高兴这种反馈能让你感到被理解。你的见解非常有价值,尤其是最后关于道德和可持续发展的角度。 旅途平安,祝你的法语学习和校园工作一帆风顺。多保重!