AI生产工具用户付费行为与态度研究
28岁男性,白人,Data Coordinator,$40,000 - $59,999。 使用:ChatGPT, Gemini。 特征:价格敏感,注重性价比。 "Are you using the free version of ChatGPT, or have you paid for a subscription? - 你使用的是免费版的 ChatGPT..."
Participant: Taylor
Participant: Taylor
Gender: Non-binary
Gender: 非二元性别
Age: 28
Age: 28
Location: Portland, Maine, United States
Location: 美国缅因州波特兰
Household Income: $40,000 - $59,999
Household Income: $40,000 - $59,999
Level of Education: Some college
Level of Education: 大学肄业
Ethnicity: White
Ethnicity: 白人
Occupation: Data Coordinator
Occupation: 数据协调员
Industry: Public Sector Administration
Industry: 公共部门行政
Children: No children
Children: 无子女
00:01-00:24 - Researcher: Hey there! I'm Trooly, and I'm really excited to chat with you today. This interview will take about 30 minutes, and I'd love to hear your thoughts and experiences with AI tools. Before we get started, 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,很高兴今天能和你聊聊。这次访谈大约需要 30 分钟,我很想听听你对 AI 工具的看法和使用经验。 在开始之前,你能先做一个简单的自我介绍吗?我想多了解你一点。比如,你可以告诉我你的年龄、职业和爱好——或者任何你认为能帮我更好了解你的信息。
00:47-00:49 - Taylor: Love to hear your thoughts with AI tools. I'm twenty eight years old. I'm a data coordinator. My hobbies include gaming, exercising, and learning random facts about I don't know, anything and everything. - 很高兴能分享我对 AI 工具的看法。我今年 28 岁,是一名数据协调员。我的爱好包括玩游戏、锻炼,还有学习各种冷知识,怎么说呢,就是任何领域的各种事。
00:50-01:02 - Researcher: Nice to meet you! A data coordinator who loves learning random facts - that sounds like a perfect match! So in your work as a data coordinator, what does a typical day or project look like for you? What kind of data do you work with? - 很高兴认识你!热爱学习冷知识的数据协调员——这听起来是绝配! 那么,在你作为数据协调员的工作中,典型的一天或一个项目是什么样的?你通常处理什么样的数据?
01:08-01:26 - Taylor: I work with, uh, public welfare data. And a typical day is usually just looking at the different data sets that we use, uh, databases, excuse me, and running reports based off of different reporting requirements. - 我处理的是,呃,公共福利数据。典型的一天通常就是查看我们使用的不同数据集,呃,抱歉,是数据库,并根据不同的报告要求运行报告。
01:28-01:39 - Researcher: Got it, so you're pulling reports from healthcare databases. That sounds pretty structured. When you say "reporting requirements" - who's asking for these reports, and what kind of decisions do they make with them? - 明白了,所以你是从医疗保健数据库中提取报告。这听起来非常有条理。 当你提到“报告要求”时——谁在要求这些报告?他们用这些报告做哪些决策?
01:46-02:01 - Taylor: So the welfare program I work for is a state-funded one. So it is the state government making these requirements and the different agencies and checkpoints that are through legislation passed by the legislature. - 我工作的福利项目是由州政府资助的。所以是州政府在制定这些要求,还有立法机关通过立法设立的各种机构和检查点。
02:03-02:18 - Researcher: Ah, so you're dealing with state compliance and legislative requirements - that's pretty high-stakes stuff. Now I'm curious about the AI tools side of things. Are you currently using any AI productivity tools in your work or personal life? Things like AI coding assistants, automation tools, or anything else? - 啊,所以你处理的是州政府的合规性和立法要求——这些都是非常重要的事务。 现在我很好奇 AI 工具这一块。你目前在工作或个人生活中使用任何 AI 生产力工具吗?比如 AI 代码助手、自动化工具或其他任何工具?
02:33-03:00 - Taylor: Yes. I do. I use ChatGPT both for professional and personal purposes. For professional reasons, it's usually just ideas on how to go more in-depth with different reports and different visualizations. And then personally, it's what should I do in order to enhance my skill set. And then sometimes it's just a personal I need a short list of things I can clean in my apartment today. Because sometimes my brain just I want to do things, but I can't come up with the actual tasks. And it helps. - 是的,我有在用。我在工作中和个人生活中都会用 ChatGPT。在专业层面,通常是为了寻求如何更深入地处理不同报告和不同可视化效果的灵感。在个人层面,主要是关于如何提升我的技能。有时只是为了个人事务,比如我需要一份今天可以在公寓里打扫的清单。因为有时候我的大脑只是想做点什么,但我想不出具体的任务。它能帮上忙。
03:02-03:10 - Researcher: That's really interesting - so it's like a thinking partner for work and even a task organizer when your brain feels stuck. Are - 这很有趣——所以它就像是一个工作的思考伙伴,甚至在你大脑卡壳时充当任务管理器。 你
03:10-03:10 - Taylor: Mhmm. - 嗯哼。
03:11-03:15 - Researcher: Are you using the free version of ChatGPT, or have you paid for a subscription? - 你使用的是免费版的 ChatGPT,还是支付了订阅费用?
03:23-03:42 - Taylor: I once paid for the premium but for the most part, I utilized the free version. Just because right now, I don't have a high demand for super complex data requests. But if it ever got to the point where I need to do a bit more in-depth and bigger datasets maybe I would go back to the payment plans. - 我曾经付过高级版的钱,但大部分时间我还是用免费版。只是因为目前我并没有执行超复杂数据请求的高额需求。但如果以后到了需要处理更深入、更庞大的数据集时,也许我会重新回到付费方案。
03:57-04:05 - Researcher: Interesting - so you've tried both. When you had the premium version, what made you decide to subscribe at that time? And then what changed that made you go back to free? - 有意思——所以你两样都试过。当你使用高级版时,是什么让你决定在那时订阅的?后来又发生了什么让你回到了免费版?
04:12-04:48 - Taylor: I was taking a course in data statistics or data analysis. It was a stats course. They didn't you know what I'm trying to say. And I also was working in my current work position and I was trying to build a portfolio for my data coordinator profile. It was just a lot going on in my brain. So I figured I'd utilize the premium service because I was going to use the tool that much. But then the course ended, and the load that I needed to utilize day in and day out significantly decreased, so I didn't really need the premium product anymore. - 当时我正在修一门数据统计或数据分析的课程,是一门统计课,你应该明白我想表达的意思。同时我也在现在的岗位上工作,我正试图为我的数据协调员简历建立一个作品集。当时我脑子里要处理的事情太多了。所以我觉得既然会频繁使用这个工具,不如就用高级服务。但后来课程结束了,我每天需要处理的工作量显著减少,所以我就不再需要高级版产品了。
04:50-04:59 - Researcher: That makes sense - you had this intense period where you really needed it, then things calmed down. How much was the premium subscription costing you per month, do you remember? - 这很合理——你经历了一段急需它的高强度时期,然后情况缓和了下来。 你还记得高级订阅每月要花多少钱吗?
05:01-05:04 - Taylor: I think it was, like, twenty to twenty two dollars, something like that. - 我记得大概是 20 到 22 美元左右,差不多这样。
05:07-05:12 - Researcher: And during that busy period when you were paying for it, how long did you keep the subscription going - a few months? - 在那段付费使用的忙碌时期,你持续订阅了多久——几个月吗?
05:14-05:16 - Taylor: About two months. Yeah. - 大约两个月。是的。
05:18-05:25 - Researcher: Got it. Besides ChatGPT, are there any other AI tools or digital subscriptions you're currently using - either paid or free trial? - 明白了。除了 ChatGPT,你目前还在使用其他 AI 工具或数字订阅服务吗——无论是付费的还是试用版的?
05:35-05:41 - Taylor: Not as much. I have used things such as Gemini before, but I'm pretty satisfied with ChatGPT, so I don't feel the need to venture out - 不怎么用。我以前用过像 Gemini 之类的,但我对 ChatGPT 挺满意的,所以觉得没必要再去尝试别的。
05:52-06:04 - Researcher: Fair enough - you found what works. Before you ever started paying for ChatGPT or any AI tool, had you paid for other digital products or subscription services? Like software, streaming, productivity apps, anything like that? - 也是——你已经找到了适合自己的。在你开始为 ChatGPT 或任何 AI 工具付费之前,你是否付过费购买过其他数字产品或订阅服务?比如软件、流媒体、生产力应用之类的?
06:04-06:04 - Taylor: Yes. - 有的。
06:04-06:04 - Researcher: What kinds of things were you subscribing to? - 你当时订阅的是哪一类?
06:09-06:11 - Taylor: Netflix, Spotify, Hulu, things of that nature. - Netflix、Spotify、Hulu,诸如此类的。
06:13-06:27 - Researcher: So you were already comfortable with the subscription model from entertainment services. When you think about paying for something like Netflix versus paying for ChatGPT premium, does it feel different to you? Like, is the decision-making process similar or totally different? - 所以你已经很习惯娱乐服务的订阅模式了。当你想到为 Netflix 付费与为 ChatGPT 高级版付费时,感觉有什么不同吗?比如,决策过程是相似的还是完全不同的?
06:36-06:57 - Taylor: The decision making process is similar because it's ultimately serving a function. I mean, Netflix is serving the function of letting me watch my favorite shows and WWE wrestling. ChatGPT serves the purpose of helping me organize a bit more than sometimes my brain allows me. Sometimes I have a bunch of ideas, and like I said, I just need to organize it. And it's just too much for me to process, so I utilize the tool. - 决策过程很相似,因为它们最终都是为了实现某种功能。我是说,Netflix 的功能是让我看我最喜欢的剧集和 WWE 摔跤。ChatGPT 的功能是帮我做一些整理,有时候我大脑转不过来的时候特别好用。就像我说的,有时我有一堆想法,我只需要理清它们,而那对我来说处理量太大了,所以我就利用这个工具。
06:59-07:15 - Researcher: I like that comparison - both are serving a clear function for you. So they feel like similar decisions even though one's entertainment and one's productivity. Let me ask you this - in the past three months, how many AI products have you actually paid for? Just the one time with ChatGPT, or have there been others? - 我喜欢这个对比——两者都为你提供了明确的功能。所以即便一个是娱乐,一个是生产力,感觉它们仍是类似的决定。 让我问你这个——在过去三个月里,你实际付费购买了多少款 AI 产品?只有那一次 ChatGPT,还是有其他的?
07:16-07:17 - Taylor: Just the one. - 只有那一个。
07:23-07:29 - Researcher: And that ChatGPT payment you mentioned - was that your first time ever paying for an AI product, or had you paid for AI tools before that? - 你提到的那次 ChatGPT 付费——那是你第一次为 AI 产品付费吗?还是在那之前你已经付过费了?
07:30-07:32 - Taylor: It was my first and only time. - 那是我的第一次,也是唯一的一次。
07:34-07:43 - Researcher: Got it. So you paid for ChatGPT premium once, kept it for about two months, then went back to free. Have you renewed or paid for it again since then, or was that just the one payment period? - 明白了。所以你付过一次 ChatGPT 高级版的钱,用了大概两个月,然后改回了免费版。从那以后你还有续费或再次付过费吗?还是就那一个付费周期?
07:45-07:47 - Taylor: Just the one payment period. - 就那一个付费周期。
07:49-07:58 - Researcher: Makes sense. When you had the premium subscription, you mentioned it was monthly payments around $20-22. Did you pay month-to-month, or did you consider doing an annual plan at all? - 理解。当你订阅高级版时,你提到每月大约是 20-22 美元。你是按月支付的,还是考虑过年度方案?
07:59-08:08 - Taylor: I did month to month. I didn't foresee myself needing the annual. I also just couldn't afford to drop the entire amount at the time. - 我是按月付的。我不认为自己需要用一整年。而且当时我也一下子拿不出那一整笔钱。
08:10-08:24 - Researcher: That's a really practical reason - the upfront cost matters. If there had been an annual plan that worked out cheaper per month, but you had to pay it all at once, would that have changed your decision? Or was the month-to-month flexibility more important than potential savings? - 这是一个非常现实的理由——预付成本很重要。如果当时有年度方案,算下来每月更便宜,但你必须一次性付清,这会改变你的决定吗?还是说按月的灵活性比潜在的节省更重要?
08:43-09:00 - Taylor: The flexibility was more important. If I knew I was gonna utilize or have a need a higher demand need for the things I mentioned previously, yeah, I'd be more interested in the annual. That's how I do subscriptions like Amazon Prime because it just makes more sense. I know I'm going to use it the entire year. But with ChatGPT, I knew that eventually I could go back to the free and there are different models that it lets you utilize, blah blah blah, or you just have to wait a couple hours and you can just use the tool again. - 灵活性更重要。如果我知道我会一直使用,或者对我之前提到的功能有持续的高需求,那我确实会对年度方案更感兴趣。我订阅 Amazon Prime 就是这样的,因为那样更划算,而且我知道我一整年都会用到它。但对于 ChatGPT,我知道最终我可以回退到免费版,而且它还有不同的模型供你使用,诸如此类的,或者你只需要等几个小时就可以再次使用那个工具了。
09:02-09:21 - Researcher: That's really smart - you're basically calculating whether you'll get consistent value over the whole year. With Amazon Prime you know for sure, but with ChatGPT you had uncertainty about your future needs. When you say you have to "wait a couple hours" on the free version - is that the main limitation you bump into now, or are there other things that frustrate you about using the free tier? - 这很聪明——你基本上是在计算一整年是否能获得持续的价值。对于 Amazon Prime 你很肯定,但对于 ChatGPT,你对未来的需求不太确定。 当你说免费版需要“等待几个小时”时——这是你现在遇到的主要限制吗?或者免费版还有其他让你感到沮丧的地方吗?
09:29-09:50 - Taylor: It's mainly the pausing. Um, sometimes I get lucky and it'll use less refined versions. It's like, I when you use it for twenty minutes, you use the version five. And then that, you use the version three or something like that. Or instead of the version three, sometimes it says you are paused from using this tool until for, like, four hours or something. So either way, - 主要是停顿。嗯,有时我运气好,它会切换到稍微简陋一点的版本。就像,当你用了二十分钟,你用的是第五版,然后它就让你用第三版之类的。或者不让你用第三版,而是直接说暂停使用该工具,要等四个小时。所以不管是哪种情况……
09:52-10:02 - Researcher: So sometimes you hit that wall mid-task and have to wait. When that happens and you're paused for 4 hours, what do you typically do? Do you just wait it out, try a different tool, or work around it somehow? - 所以有时你在任务进行到一半时就碰壁了,不得不等待。当这种情况发生,你被暂停使用 4 小时的时候,你通常会做什么?是干等着,尝试其他工具,还是想办法绕过去?
10:08-10:29 - Taylor: I work around it somehow because usually by that point, I have enough meat on my bone to be able to work with and try to figure something else out. And normally speaking for the tasks I do at work, even though they're tedious, they're pretty simple. So I I really don't need to ever go back to ChatGPT once I usually get that first go around. - 我会想办法绕过去,因为通常到那个阶段,我已经有了足够的构架来开展工作并尝试解决其他问题了。通常来说,我对工作任务的处理虽然繁琐,但其实挺简单的。所以一旦我完成了第一轮,我真的不需要再回到 ChatGPT 了。
10:32-10:46 - Researcher: Interesting - so by the time you hit the limit, you've usually gotten what you needed to get started anyway. Right now, in a typical week, how many times would you say you're actually using ChatGPT? Like, are we talking a few times a week, daily, multiple times a day? - 有意思——所以当你达到限制时,通常已经得到了开始工作所需的素材。 目前,在典型的一周里,你会使用多少次 ChatGPT?比如,是每周几次、每天一次,还是每天多次?
10:47-11:51 - Taylor: I would say at least three to four days out of the week. I look at it mainly three, I would say. Not every single day because there are some days that it's just not needed. That's why I don't have the premium subscription. But if there's just a simple report, and I'm looking especially now that reporting needs are starting to increase, due to state changes. You know, I'm at least popping in with ChatGPT asking a question or two and then going on my way, especially if I'm working from home because my schedule is hybrid. I don't have a team that really utilizes Microsoft Teams chat all that often. And sometimes my supervisor is so consumed with what she needs to do. I'm basically left to my own devices, and I have to figure out what resources gonna be able to get me to the answer. As not only the fastest and efficient, but also the quality of answer. - 我会说一周至少有三到四天吧。我会说大部分是三天。不是每天都用,因为有些日子确实不需要。这也是我不订阅高级版的原因。但如果是处理简单的报告,尤其是现在由于州政策的变化,报告需求开始增加,我至少会登录 ChatGPT 问一两个问题,然后继续工作,特别是如果我在家办公的话,因为我现在的办公模式是混合办公。我所在的团队不怎么经常使用 Microsoft Teams 聊天。有时我的主管正忙于她自己的事,我基本上只能靠自己,我必须弄清楚什么资源能帮我找到答案。不光要最快最有效,还要保证答案的质量。
11:53-12:08 - Researcher: So it's become kind of a go-to colleague when you're working solo at home and need quick input. That's a really practical use case. When you're using it those 3-4 days a week, are you opening it up once per day and asking a few questions, or is it more like multiple separate sessions throughout the day? - 所以当你独自在家工作需要快速反馈时,它就成了你首选的“同事”。这是一个非常实用的应用场景。 当你每周使用 3-4 天时,你是每天打开一次问几个问题,还是全天会有多次独立的会话?
12:08-12:40 - Taylor: At most, it'll be two sessions a day, but normally, it's, like, one session for work. And then maybe later, I'll check it Like, I'll start a conversation where I have a certain idea for my week and things I want to accomplish. And just a semi structured idea or pattern way to integrate my improvement or whatever task that my brain's come up with. Into a preestablished routine that I've been building within ChatGPT - 每天最多会有两次会话,但通常是一次工作会话。然后过一会儿,我可能会查看一下,比如开一个对话,记录我有关于这一周的想法和想完成的事情。这只是一个半结构化的思路,用来把我的自我提升或是大脑里冒出来的任务整合进我在 ChatGPT 中建立的一个预设流程库里。
12:42-12:59 - Researcher: Oh interesting - so you've got this ongoing conversation in ChatGPT where you're building up a routine over time? That's a pretty different use than just one-off questions. When you first started using ChatGPT - before you ever paid for it - how long did you use the free version before you decided to subscribe to premium? Was it weeks, months? - 哦,很有趣——所以你在 ChatGPT 里有一个持续的对话,随着时间推移在那建立一套流程?这与只是问问一次性问题非常不同。 当你最初开始使用 ChatGPT 时——在付过费之前——你用了多久免费版才决定订阅高级版?几周还是几个月?
13:15-13:18 - Taylor: I would say at least two years, I used it before I actually felt the need to buy a premium because I've been in this job position for three years. But then I took the courses recently. Yeah. - 我会说至少用了两年,在那之后我才觉得有必要买高级版,因为我在这个岗位上已经做了三年了。但后来我修了那些课程。是的。
13:20-13:31 - Researcher: Wow, so two years of free use before you felt the need to upgrade. That's a long trial period! During those two years, did you ever consider paying earlier, or was it really just that stats course that pushed you over the edge? - 哇,用了两年免费版才觉得需要升级。这试用期可真够长的!在那两年里,你有没有考虑过早点付费,还是真的只是那门统计课推了你一把?
13:34-13:39 - Taylor: I considered it, but, yeah, it was the course that pushed me. To the point - 我考虑过,但没错,确实是那门课把我推到了那个平衡点。
13:41-13:47 - Researcher: What made you consider it before the course? Like, what situations came up where you thought "maybe I should upgrade"? - 在上课之前是什么让你考虑过付费?比如,出现了什么样的情况让你觉得“也许我该升级了”?
13:48-13:52 - Taylor: Genuinely, it was curiosity. It wasn't anything more than that. - 纯粹是出于好奇。没有别的。
13:54-13:56 - Researcher: Just wanted to see what the - 只是想看看……
13:56-13:57 - Taylor: Mhmm. - 嗯哼。
13:58-14:15 - Researcher: fancier version could do. Makes sense - but not enough to actually pull the trigger until you had a real need. If you could design the perfect payment model for ChatGPT - like, if you were in charge - what would it look like? Monthly, annual, pay-per-use, credits, something else entirely? - 更高级版本能做什么。明白了——但在有了真正需求之前,这不足以让你实际下单。 如果你能为 ChatGPT 设计完美的付费模式——如果你说了算——那会是什么样的?按月、按年、按次付费、积分制,还是完全不同的模式?
14:16-14:57 - Taylor: I would have a system that would go all the way down to a singular use you know, or a singular session, like, you have access to the premium for twelve hours for this much or three hours like, do a at least a minimum of three to six hours maybe or a day or a week You know? Break it down. Having the monthly, yes. I understand. That you're trying to keep it a little bit practical, but I feel like you would expand your market a lot more if you just added in those smaller subscription opportunities. - 我会设计一个细化到单次使用的系统,或者单次会话,比如支付一定金额获得 12 小时的高级版访问权限,或者是 3 小时——至少做个 3 到 6 小时的起步,或者是一天、一周这样。把颗粒度拆细。保留月度订阅,是的,我理解你们想保持实用性,但我认为如果你加入这些更小额的订阅机会,你的市场会扩大很多。
15:00-15:34 - Researcher: That's a really interesting idea - like micro-subscriptions for when you just need a burst of premium access. Pay for what you actually need rather than committing to a whole month. Let me step back and ask you this: Overall, how would you describe your attitude toward paying for AI products in general? Would you say: 1) AI is a necessity in your lifework, and you're willing to pay consistently 2) You find it valuable and happy to pay when it's useful 3) Paying is acceptable, but you're pretty cautious about it 4) You're reluctant to pay unless absolutely necessary or it's very cheap 5) You wouldn't consider paying for AI products at all Which one feels most like you? - 这是一个非常有意思的想法——比如微型订阅,专为你只需要爆发性使用高级功能的时刻。按实际需求付费,而不是承诺一整月。 让我退一步问你:总的来说,你如何描述你对购买 AI 产品持有的态度?你会说: 1) AI 是你生活/工作的必需品,你愿意持续付费 2) 你觉得它很有价值,并在有用时乐意付费 3) 付费是可以接受的,但你对此相当谨慎 4) 除非绝对必要或非常便宜,否则你不愿意付费 5) 你根本不会考虑为 AI 产品付费 哪一个感觉最像你?
15:40-15:44 - Taylor: I would say at least two or three, like, a combination of two and three. - 我会说介于 2 和 3 之间,大概是 2 和 3 的结合。
15:47-16:01 - Researcher: So you see the value and you're open to paying when it's useful, but you're also being thoughtful and selective about it - not just throwing money at every AI tool that comes along. What makes you cautious? Like, what goes through your mind when you're deciding whether to pay or not? - 所以你看到了它的价值,并对在有用时付费持开放态度,但你也很深思熟虑、有选择性——不会把钱随手花在出现的每一个 AI 工具上。 是什么让你变得谨慎?比如,在决定是否付费时,你脑子里会想些什么?
16:08-16:30 - Taylor: I don't have a lot of just expendable income, and for me, I have to truly have some value of the purchase. Like, if I spend twenty dollars on this, is that worth the twenty dollars I could spend on coffee or a burrito or going out with my friend? Like, I have to make sure that that money has to be spent or has to be worth it, the purchase or the investment. Sorry. - 我没有什么闲钱,对我来说,购买必须真正物有所值。比如,如果我在这上面花 20 美元,它值得我把它花在咖啡、卷饼或和朋友出去玩上吗?也就是,我得确保这笔钱花得值,这笔花费或者说投资必须是值得的。抱歉。
16:32-17:15 - Researcher: No need to apologize - that's a really honest answer. You're literally weighing it against other things you value, like social time or small pleasures. That twenty bucks has to really earn its place. When you think about AI capabilities specifically, which ones would you actually be willing to pay for? I'm going to list a bunch, and I want you to pick your top three in order of priority: - Content creation (writing, editing, translation) - Information organizing and summarizing (long documents, meetings) - Learning and knowledge help (explaining concepts, answering questions) - Work efficiency (automation, templates) - Data analysis and insights - Creative and idea generation - Decision support (comparing options, risk analysis) - Programmingtechnical support - Personal assistant stuff (planning, reminders, organizing tasks) What are your top three? - 没必要道歉——这是非常坦诚的回答。你实际上是在拿它和你重视的其他事物对比,比如社交时间或小确幸。这 20 块钱必须得真有本事才行。 当你专门考虑 AI 的功能时,你真正愿意付费的是哪些?我会列出一堆,请你按优先级选出前三名: - 内容创作(写作、编辑、翻译) - 信息整理和总结(长文档、会议记录) - 学习和知识辅助(解释概念、回答问题) - 工作效率(自动化、模板) - 数据分析和洞察 - 创意和想法生成 - 决策支持(选项比较、风险分析) - 编程/技术支持 - 个人助理事务(计划、提醒、组织任务) 你的前三名是什么?
17:15-17:21 - Taylor: I would say data analysis insights work efficiency, and personal assistant stuff. - 我会选数据分析洞察、工作效率和个人助理事务。
17:23-17:32 - Researcher: Good - data analysis first, work efficiency second, personal assistant third. Why are those three the most important to you? What makes them worth paying for over the others? - 好的——数据分析第一,工作效率第二,个人助理第三。 为什么这三个对你来说最重要?是什么让它们比其他功能更值得你付费?
17:54-18:21 - Taylor: My job is a data coordinator, and I quite enjoy the craft itself. So even though my current position is a data coordinator, I want to develop my skills in data analysis in general and in different ways to be able to expand and hopefully get a better opportunity. Work efficiency. Because at the end of the day, even though my job isn't hard, I want to be able to do everything as efficient and as with the greatest amount of quality as possible. And then personally, I just need a little help sometimes making the decisions because I make all of the decisions in my apartment. - 我的工作内容是数据协调,而且我很喜欢这项手艺。所以尽管我目前的职位是数据协调员,但我希望能全面发展数据分析技能,通过不同的方式来拓展自己,希望能借此获得更好的机会。工作效率方面,是因为说到底,虽然我的工作不难,但我希望能尽可能高效且高质量地完成每一件事。至于个人生活,我有时确实需要一点决策方面的帮助,因为我公寓里大大小小的决定全得靠我一个人。
18:23-18:43 - Researcher: That's really clear - data analysis is about career growth and skill building, work efficiency is about doing your current job well, and personal assistant is about managing life when you're the only one making all the calls at home. When you paid for ChatGPT premium back when you were taking that stats course - where did you first hear about ChatGPT? How did it get on your radar in the first place? - 非常清晰——数据分析是为了职业成长和技能构建,工作效率是为了做好目前的工作,而个人助理则是为了在你是家中唯一决策者时管理生活。 当你因为那门统计课而购买 ChatGPT 高级版时——你是从哪里第一次听说 ChatGPT 的?它是怎么进入你的视野的?
18:51-19:05 - Taylor: I think I had heard it on social media, but also I I have a director of my work, Jordan Vance, who uses ChatGPT. My one of my closest friends uses ChatGPT premium. While she's in her doctoral program in Boston, MA. So I was pretty familiar with the concept and the tool itself. - 我记得是在社交媒体上听说的,但我的职场主管 Jordan Vance 也在用 ChatGPT。我的一位好朋友也在用 ChatGPT 高级版,她当时在波士顿攻读博士学位。所以我对这个概念和工具本身都相当熟悉。
19:07-19:23 - Researcher: So you had multiple touchpoints - social media buzz, your director using it, your friend in her doctoral program. When you finally decided to pay for premium during your stats course, which of those influences mattered most? Or was it really just hitting that wall with the free version that made you pull the trigger? - 所以你有多个接触点——社交媒体的热度、主管在使用、博士校友朋友。当你最终在统计课期间决定购买高级版时,这些影响中哪一个最重要?还是说仅仅是因为受够了免费版的限制?
19:29-19:45 - Taylor: Hitting the wall with the free version. I think the thing that worked for me was knowing that the tool worked really well for my friend in her doctoral program. That was, like, the cherry on top. Once I hit the wall, that was like, I need to do this, and then the cherry on top of the purchase was like, I know it works because blah blah blah uses it for this. So yeah. - 是受够了免费版的限制。我觉得促使我下单的原因是,我知道这个工具对我读博士的朋友非常有效,那就像是锦上添花。当我遇到限制时,我觉得必须要买,而让我下定决心购买的“那颗樱桃”是,我知道它是行得通的,因为某某人用它做了某某事。所以,没错。
19:47-20:01 - Researcher: So your friend's success with it gave you confidence it would actually deliver, but the real trigger was needing it right then for your course. When you hit that wall and decided to subscribe, did you hesitate at all? Or was it pretty much an immediate "okay, I need this now"? - 所以你朋友的成功案例给了你信心,让你相信它确实有效,但真正的导火索是当时课程对你的压力。 当你碰到限制并决定订阅时,你犹豫了吗?还是几乎立刻就觉得“好吧,我现在就需要它”?
20:03-20:11 - Taylor: It was not necessarily an immediate, but it was just I had already accepted it. So I had the card out, and I was ready to pay. - 并不一定是立刻,但我已经心理上接受了。所以当时卡已经拿出来了,随时准备付钱。
20:12-20:21 - Researcher: You'd already mentally committed before you even clicked subscribe. What made you accept it so quickly? Was it the urgency of the course deadline, or something else? - 在点击订阅之前,你就已经从心理上承诺了。是什么让你接受得这么快?是因为课程截止日期的紧迫,还是别的什么?
20:24-20:40 - Taylor: It was just knowing that I was getting to the point where I couldn't really handle everything. And I knew that the tool was there. Like, I needed something, and I couldn't afford anything other than you know, maybe a robot helping me. - 就是意识到我已经到了快应付不过来的临界点了。我知道那个工具就在那。就是那种……我需要一些帮助,而除了机器人,我可能请不起别的什么帮手了。
20:42-21:10 - Researcher: That's powerful - you were at capacity and ChatGPT was the affordable help you could actually access. A human tutor or consultant would've cost way more. Let me ask you this: when you're deciding whether to pay for an AI tool, I want you to rank these factors by importance - your top three. Here are the factors: - Functionality (what features it has) - How often you'll use it - Value for money - How easy it is to use - How effectiveaccurate it is - How unique it is (can't get it elsewhere) - Quality of the output What are your top three in order? - 这很有感触——你已经精疲力竭了,而 ChatGPT 是你能负担得起的、触手可及的帮助。请一个人类导师或顾问的花费要高得多。 让我问你这个:当你决定是否为一个 AI 工具付费时,我想请你按重要性对这些因素进行排序——前三名。因素如下: - 功能性(它有什么功能) - 使用频率(你会多经常用它) - 性价比/价值感 - 易用性 - 有效性/准确性 - 唯一性(无法在别处获得) - 输出质量 按顺序你的前三名是?
21:11-21:12 - Taylor: Functionality, - 功能性,
21:14-21:15 - Researcher: Okay, functionality - 好的,功能性第一。
21:15-21:16 - Taylor: how often I'll use it, - 使用频率,
21:18-21:19 - Researcher: frequency second, and? - 频率第二,然后呢?
21:21-21:23 - Taylor: Can I see the list again? Sorry. - 我能再看一眼列表吗?抱歉。
21:26-21:38 - Researcher: No problem! The options are: - Functionality (features) - How often you'll use it - Value for money - Ease of use - Effectivenessaccuracy - Uniqueness - Output quality You've got functionality first, frequency second - what's your third? - 没问题!选项有: - 功能性(功能点) - 使用频率 - 性价比 - 易用性 - 有效性/准确性 - 唯一性 - 输出质量 你把功能性排第一,频率排第二——第三个呢?
21:38-21:44 - Taylor: Can I change frequency to effectiveness and accuracy? And then third, output quality. - 我能把频率改成有效性和准确性吗?然后第三名选输出质量。
21:46-21:52 - Researcher: So effectivenessaccuracy first, output quality second, and functionality third? Or do you want to keep functionality first? - 那就是有效性/准确性第一,输出质量第二,功能性第三? 还是你想把功能性排在第一?
21:54-21:55 - Taylor: That's fine. No. That works. - 没关系。不,这个顺序可以。
21:57-22:07 - Researcher: Perfect - so effectivenessaccuracy is #1, output quality #2, functionality #3. Why is effectiveness and accuracy the most critical thing for you? What happens if an AI tool isn't accurate enough? - 太好了——所以有效性/准确性是 NO.1,输出质量 NO.2,功能性 NO.3。 为什么有效性和准确性对你来说最关键?如果一个 AI 工具不够准确会发生什么?
22:13-22:38 - Taylor: Then the whole point of the AI tool goes out the window because it's supposed to take some of the burden of research off of me. When I get a resource from an AI tool, I do verify quickly that the that the resource itself is accurate for the situation. And if in that quick verification, I realized that the tool is inaccurate, The whole point of the AI assistance goes out the window. - 那这个 AI 工具存在的意义就全没了,因为它的初衷是帮我分担调研的任务。当我从 AI 工具那里得到一个资源时,我会快速核实该资源在当前情况下是否准确。如果在快速核实时我发现工具给的是错误的,那么 AI 助力的全部意义就荡然无存了。
22:40-22:53 - Researcher: Right - if you have to spend a ton of time fact-checking everything, it's not actually saving you time or effort anymore. It becomes useless. And output quality being second - how is that different from accuracy for you? What does "quality" mean in your mind? - 没错——如果你得花大量时间去核实每一件事,那它实际上就不再为你节省时间或精力了,反而变得毫无用处。 那输出质量排在第二——这和你眼中的准确性有什么不同?在你心中“质量”意味着什么?
22:59-23:25 - Taylor: Quality means when I put in a command especially when it comes to visuals, Am I able to see the visual with the text in it? Or do I have to take it and go into Adobe and create a box or modify certain things in Excel, like, am I able to put the commands in and get the outputted product the way I'm looking for within the first like, maybe one or two commands. - 质量意味着当我输入指令,尤其是在处理视觉效果时,我能否直接看到带文本的图?还是说我得把它拿出来放进 Adobe 建个框,或者在 Excel 里修改某些东西?也就是我输入指令后,能否在一次或最多两次尝试内就得到我想要的产出结果。
23:28-23:45 - Researcher: Got it - so quality is about how much refinement and back-and-forth it takes to get what you actually need. If you're asking for a chart and it comes out right the first or second try, that's high quality. If you have to keep tweaking or fix it in other software, that's low quality. Why did functionality come in third instead of higher up? - 明白了——所以质量是指为了得到你真正需要的东西,需要经过多少次磨合和反复。如果你要一个图表,它第一次或第二次就对了,那就是高质量。如果你不得不一直调整,或者去其他软件里修补,那就是低质量。 为什么功能性排在第三而不是更高?
23:47-24:13 - Taylor: Functionality at the end of the day, like, it's very important And I think all of the top three could be interchangeable. But once I thought about I don't know. I mean, yeah, you could have the quality be great You could have the effectiveness be alright. But if the tool itself doesn't work, I don't know. I guess that's just where I decided to leave it. - 功能性归根结底也非常重要,我觉得前三名其实是可以互换的。但一旦我想到了……我也说不上来。我的意思是,即使质量再好,有效性也还可以,但如果工具本身的功能不符合需求,那也没戏。大概我就决定把它留在那(第三名)了。
24:17-24:41 - Researcher: That makes sense - they're all interconnected. If the tool literally doesn't work or is missing key features, the other stuff doesn't matter. One last question on this topic: You mentioned you've tried Gemini but prefer ChatGPT. If you think about the AI tools you use - ChatGPT, Gemini, maybe others - can you describe their relationship using a metaphor? Like, if they were people in a company or family, who would be the boss, who's the assistant, how do they work together in your world? - 有道理——它们都是相互关联的。如果工具根本没法运行或者缺少核心功能,其他一切也就无从谈起了。 关于这个话题的最后一个问题:你提到你试过 Gemini 但更喜欢 ChatGPT。如果你思考你使用的 AI 工具——ChatGPT、Gemini,也许还有其他的——你能用一个比喻来描述它们的关系吗?比如,如果它们是一家公司的同事或一个家庭的成员,谁是老板,谁是助手,它们在你的世界里是如何协作的?
25:18-25:20 - Taylor: Honestly, it there is no relationship between the two. Maybe distant cousins, you could say, that they are. But ChatGPT would, I guess, be, like, you know, my partner in a way, and then Gemini would be somebody I talked to a bar once. Like, it it just they it I don't have a lot of and I this is weird to say, but, like, I don't have a lot of connection with Gemini because I haven't utilized Gemini a lot. - 说实话,它们之间没什么关系。也许可以说它们是远房亲戚。但 ChatGPT 某种程度上就像是我的伴侣,而 Gemini 就像是我在酒吧里聊过一次天的人。我就,说这种话可能挺奇怪的,但我对 Gemini 没产生什么连接感,因为我没怎么用过它。
25:22-25:39 - Researcher: That's a great way to put it - ChatGPT is your partner you work with regularly, and Gemini is just someone you had one conversation with at a bar. No real relationship there. Alright, shifting gears to talk about money and pricing. What's the maximum amount per month you'd be willing to pay for an AI product - like, your absolute ceiling? - 这个比喻太棒了——ChatGPT 是你经常合作的伴侣,而 Gemini 只是你在酒吧偶遇聊过天的人。确实没什么交情。 好了,我们转个话题,聊聊钱和定价。你愿意为一个 AI 产品支付的最高月费是多少——也就是你的绝对上限?
25:40-25:41 - Taylor: Twenty five dollars. - 25 美元。
25:43-25:54 - Researcher: Twenty-five dollars is your max. What's that based on - is it a percentage of your income you're comfortable with, or are you comparing it to what you pay for other subscriptions like Netflix or Spotify? - 25 美元是你的极限。这是基于什么的——是你感觉舒适的收入占比,还是你把它与 Netflix 或 Spotify 等其他订阅费用进行对比得出的?
25:54-25:55 - Taylor: Comfortability. - 舒适度。
25:57-26:02 - Researcher: Can you say more about that? What makes $25 the comfortable limit versus, say, $30 or $40? - 能再多说说吗?是什么让 25 美元成为舒适的界限,而不是例如 30 美元或 40 美元?
26:04-26:06 - Taylor: Income. Per month - 收入。月收入。
26:08-26:16 - Researcher: Got it - so it's tied to what you're bringing in. Is $25 roughly a certain percentage you're comfortable spending, or is it more about what's left after your other expenses? - 明白了——所以它是挂钩你的进账的。25 美元大致是你愿意消费的一个特定百分比,还是更多基于扣除其他开支后剩下的钱?
26:20-26:28 - Taylor: What's left after my current expenses and what I'm comfortable spending from there. So a bit of both. - 扣除我目前的开销后剩下的钱,以及在此基础上我觉得花起来比较舒服的金额。所以两者都有。
26:30-26:49 - Researcher: Makes sense - you've got your bills covered, and from what's left, $25 feels like the most you'd carve out for an AI tool without it feeling stressful. Right now you're not subscribed to any AI products. If there was one you were interested in but hadn't tried yet, how much cheaper would it need to be - or what kind of discount - would make you say "okay, I'll give it a shot"? - 明白了——你已经支付了账单,在剩下的钱里,25美元是你认为为一款AI工具支出的上限,且不会产生压力。 目前你没有订阅任何AI产品。如果有一款你感兴趣但还没尝试过的产品,它需要便宜多少——或者什么样的折扣——会让你觉得“好吧,我愿意试一试”?
26:49-26:51 - Taylor: I would do, like, ten dollars - 我会愿意出,比如,10美元。
26:52-27:02 - Researcher: So if something's normally priced higher but offered at $10, you'd try it. Is there a specific AI product you've been curious about that you'd jump on if it hit that $10 price point? - 所以如果某样东西通常定价更高,但优惠后是10美元,你就会尝试。有没有哪款具体的AI产品是你一直好奇的,如果降到10美元这个价位,你会立刻购买?
27:03-27:06 - Taylor: No. But I'm open to learning about different ones. - 没有。但我愿意了解不同的产品。
27:09-27:25 - Researcher: Fair enough. So $10 is your trial price - low enough risk that you'd experiment with something new. You're not currently paying for ChatGPT, but you did before. If ChatGPT raised its premium price from that $20-22 you paid before, how much would it have to go up before you'd say "nope, that's too much, I'm definitely not subscribing"? - 很公平。所以10美元是你的试错价格——风险足够低,让你愿意尝试新事物。 你目前没有为ChatGPT付费,但你以前付过。如果ChatGPT将高级版价格从你之前支付的20-22美元上调,涨到多少会让你觉得“不,太贵了,我绝对不会订阅”?
27:29-27:37 - Taylor: I mean, I'm keeping my twenty five dollar cap for any tool. So if it ever goes above that, then it is what it is. I'd figure something out. - 我是说,对于任何工具我都会守住25美元的价格上限。所以如果它涨得超过这个价格,那就这样吧。我会想别的办法。
27:39-28:01 - Researcher: So even ChatGPT, which you know and trust, doesn't get special treatment above $25. That's your hard line across the board. Last question: imagine a brand new AI product launches tomorrow and it does everything you need perfectly - data analysis, work efficiency, personal assistant stuff, all of it. What's the most you'd pay per month for that perfect tool? Is it still $25, or would you go higher because it's exactly what you need? - 所以即使是你了解并信任的ChatGPT,在超过25美元时也不会得到特殊待遇。这是你全面坚守的底线。 最后一个问题:想象明天有一款全新的AI产品发布,它能完美完成你所需的一切——数据分析、工作效率提升、私人助手功能等等。为了这款完美的工具,你每月最多愿意支付多少钱?还会是25美元吗,还是因为它是你完全需要的,你会愿意出更高的价格?
28:05-28:06 - Taylor: Twenty five dollars. - 25美元。
28:09-28:23 - Researcher: So even the perfect tool doesn't break your $25 ceiling - that number is really locked in for you. Why is that? Is it because you could always piece together what you need from free or cheaper tools, or is $25 just the absolute max your budget allows for this category of spending? - 所以即使是完美的工具也不会打破你25美元的天花板——这个数字对你来说真的很固定。 这是为什么呢?是因为你总能通过免费或更便宜的工具组合出你想要的功能,还是因为25美元纯粹是你预算中这类支出的绝对上限?
28:28-28:37 - Taylor: It's a bit of both. It's just you know, I can do the combination of other tools and for where my income is at, that's just the most I'm willing to spend. - 两者都有。你懂的,我可以组合使用其他工具,而且以我的收入水平来看,那就是我愿意支出的最高限度了。
28:40-29:02 - Researcher: That's really clear - you've got flexibility with free tools and your budget has its limits. Makes total sense. We've covered a lot of ground today - from how you use ChatGPT for work and life, to what drove you to pay for premium during your stats course, to your hard $25 ceiling on AI spending. Really appreciate you walking me through all of this and being so specific about the numbers and your decision-making process. Thanks so much for your time! - 表达得很清楚——你懂得利用免费工具的灵活性,而且你的预算也有其局限。完全合理。 我们今天聊了很多内容——从你如何在工作和生活中使用ChatGPT,到是什么促使你在统计学课程期间购买高级版,再到你在AI支出上25美元的硬性天花板。非常感谢你带我了解这一切,并对数字和你的决策过程给出了如此具体的解释。 非常感谢你的时间!
29:05-29:06 - Taylor: K. Bye. - 好的。再见。
29:09-29:10 - Researcher: Bye! - 再见!