AI内容生成用户付费意愿深度研究
32岁女性,亚裔,Manager/Program Manager,> $200,000。 使用:ChatGPT, Copilot。 特征:考虑取消,价格敏感。 "Some of the streaming ones, I'm on Netflix. I don't feel it worth it. There are lots of exclusive co..."
Participant: Nina
受访者: Nina
Gender: Woman
性别: 女性
Age: 32
年龄: 32岁
Location: Seattle, Washington, United States
所在地: 美国华盛顿州西雅图
Household Income: > $200,000
家庭收入: > $200,000
Level of Education: Postgraduate degree
教育程度: 研究生学位
Ethnicity: Asian
种族: 亚裔
Occupation: Manager/Program Manager
职业: 经理/项目经理
Industry: Higher Education
行业: 高等教育
Children: Toddler (1-3 years), School aged (6-12 years)
子女情况: 幼儿(1-3岁),学龄儿童(6-12岁)
00:03-00:27 - Researcher: Hey there! I'm Trooly, and I'm really excited to chat with you today. This conversation will take about 30 minutes, and I'd love to hear your honest thoughts about your experiences with AI products. There are no right or wrong answers – just your real perspective. Before we dive in, 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天。 这次交流大约需要 30 分钟,我很想听听你关于使用 AI 产品真实的想法和经历。答案没有对错之分,只要是你真实的观点就好。 在我们开始之前,你能简单做个自我介绍吗?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助我更好了解你的信息。
00:29-00:59 - Nina: Hi there. Nice to meet you. My name is Nina. I live in Seattle, Washington. Like, during my spare time, I like to do the outdoor activities like cycling, going to the lake. I also like to watch you know, like, Netflix and all the shows. I also follow sports for its World Cup is starting, and I have made a plan to watch it. Thank you. - 你好,很高兴见到你。我叫 Nina,住在华盛顿州西雅图。在业余时间,我喜欢户外活动,比如骑自行车、去湖边。我也喜欢看 Netflix 之类的节目。我还关注体育,世界杯就要开始了,我已经计划好要看了。谢谢。
01:02-01:15 - Researcher: Nice to meet you, Nina! Seattle sounds amazing for outdoor activities – you must have some great cycling spots nearby. And the World Cup timing is perfect! Just curious – what do you do for work? And roughly what age range are you in, if you don't mind sharing? - 很高兴认识你,Nina!西雅图听起来非常适合户外活动,你家附近一定有很多很棒的骑行地点。而且世界杯的时间正好! 我很好奇——你是做什么工作的?如果不介意分享的话,你大概在哪个年龄段?
01:19-01:26 - Nina: Yeah. I'm in thirties, and then I work as a product owner slash data analyst. - 是的。我三十多岁,工作是产品负责人兼数据分析师。
01:29-01:33 - Researcher: Got it, thanks! A product owner and data analyst – that's interesting, - 明白了,谢谢!产品负责人兼数据分析师,这很有趣。
01:33-01:37 - Nina: Well, program manager. Not product owner. - 嗯,是项目经理。不是产品负责人。
01:40-01:59 - Researcher: Ah, program manager – thanks for clarifying! So you're managing programs and doing data analysis work. Alright, let's dive into the main topic. I'm curious about your experience with AI products. When did you first start using AI products, and how often do you use them now – like, how many times per week would you say? - 啊,项目经理——感谢你的澄清!所以你负责管理项目并进行数据分析工作。 好了,让我们进入正题。我对你使用 AI 产品的经历很好奇。你最早是什么时候开始使用 AI 产品的?现在使用的频率如何——比如,你每周大约使用多少次?
02:01-02:05 - Nina: Use some daily and more than once daily. - 有些是每天使用,而且一天不止一次。
02:07-02:18 - Researcher: More than once daily – that's quite frequent! And you mentioned you use "some Dell" – I want to make sure I understood correctly. Which AI products are you using? Could you tell me the specific names of the tools you're working with? - 一天不止一次,这相当频繁了!你刚才提到在使用“some Dell”——我想确认一下我没听错。你在使用哪些 AI 产品?你能告诉我你正在使用的工具的具体名称吗?
02:20-02:43 - Nina: Yeah. I didn't say anything about that. Probably, there's something missing. Use a variety of tools, like ChatGPT, Copilot, Canvas AI, GitHub AI, There are also lots of other thinking embedded AI tools for the products. The stand alone ones, but I use a mix of them. - 是的。我没提过那个(Dell)。可能有些误听。我使用各种工具,比如 ChatGPT、Copilot、Canvas AI、GitHub AI。还有很多其他嵌入了 AI 功能的产品工具。有些是独立的工具,但我混着使用。
02:44-03:02 - Researcher: Ah, got it – so ChatGPT, Copilot, Canvas AI, GitHub AI, and then some embedded AI tools within other products. That's quite a mix! When you say you use them more than once daily, can you walk me through a specific day recently – like yesterday or today – and tell me what you actually used these AI tools for? I'm curious about the real situations - 啊,明白了——所以是 ChatGPT、Copilot、Canvas AI、GitHub AI,还有一些其他产品中的嵌入式 AI 工具。种类挺多的! 既然你说你每天使用不止一次,你能跟我聊聊最近具体的一天吗——比如昨天或今天——你具体用这些 AI 工具做了什么?我很想了解真实的使用场景。
03:02-03:39 - Nina: Yeah. Sure. Sure. For example, yesterday, I was trying to summarize a program one. Based on the notes. I turned on Copilot. Help me creating the summarizations. Later, I was also trying to prep a presentation which I used the like, Canvas AI to help me with the layout and the visuals to help me And, additionally, I also turned on ask for some, like, a personal health related questions. - 好的。没问题。比如昨天,我试着根据笔记总结一个项目。我开启了 Copilot。它帮我生成了总结。后来,我也在准备一个演示文稿,我用 Canvas AI 帮我设计布局和视觉效果。此外,我还开启(AI)询问了一些个人健康相关的问题。
03:43-04:00 - Researcher: That's really helpful – so you used Copilot for summarizing program notes, Canvas AI for presentation layout and visuals, and then ChatGPT for personal health questions. Let me dig into that program summarization task. What kind of notes were you working with, and what was missing or difficult about doing it yourself that made you turn to Copilot? - 这很有帮助——所以你用 Copilot 总结项目笔记,用 Canvas AI 做演示文稿布局和视觉,然后用 ChatGPT 咨询个人健康问题。 让我深入了解一下那个项目总结任务。你处理的是哪种笔记?自己动手做的话,有哪些缺失或困难的地方让你求助于 Copilot 呢?
04:01-04:28 - Nina: The notes were about lots of meetings and documentations. This shared across different channels within the workplace. And then it's gonna take a long time for me to read this, like, carefully line by line. And, also, I will miss lots of things if I manually read it. So I turned to Copilot to help me with it. In order to get some more productive quickly. - 笔记涉及很多会议和文档。这些内容分布在工作场所的不同渠道中。如果要我仔细地一行行阅读,会花很长时间。而且,如果人工阅读,我会漏掉很多东西。所以我转而使用 Copilot 来帮我。为了更快地提高生产力。
04:34-04:49 - Researcher: That makes sense – scattered across different channels, lots to read, easy to miss things. So speed and completeness were the main drivers. How much time would you say Copilot saved you on that task? Like, if you had to do it manually, how long would it have taken versus with Copilot? - 明白——信息散落在不同的渠道,阅读量大,容易遗漏。所以速度和完整性是主要的驱动因素。 你觉得 Copilot 在那个任务上帮你节省了多少时间?比如,如果手动操作需要多长时间,用 Copilot 又是多长?
05:06-05:08 - Nina: Maybe two hours. - 大概两小时。
05:11-05:20 - Researcher: Two hours saved – that's significant! And when Copilot gave you that summary, did it get everything right, or did you have to go back and fix things or add missing pieces? - 节省了两小时——这太可观了! 当 Copilot 给你那个总结时,它把所有东西都弄对了吗?还是你必须回头修改或补充遗漏的部分?
05:23-05:34 - Nina: There were details missed, and the certain notes weren't captured So I had to proofread everything and then do not much but I would say those are minor things. - 漏掉了一些细节,某些笔记没有被捕获。所以我必须校对所有内容,改动不算多,我觉得都是些小细节。
05:36-05:52 - Researcher: So minor fixes, but overall it did the heavy lifting. That's useful to know. Let me shift to the presentation task with Canvas AI. You said it helped with layout and videos – was this a work presentation? And what made you choose Canvas AI specifically for that instead of just doing it in PowerPoint or Google Slides? - 也就是说虽然有小修改,但总体上它承担了最重的活。这很有参考价值。 让我们转向用 Canvas AI 做演示文稿的任务。你说它帮助处理了布局和视频——这是工作演示吗?是什么让你特别选择 Canvas AI 而不是直接在 PowerPoint 或 Google Slides 里做呢?
05:54-06:08 - Nina: Yeah. It's a work related presentation, and I chose it because it give me more availability to get things done automatically. I don't have to adjust things by hand piece by piece. - 是的。这是与工作相关的演示。我选择它是因为它让我能更自动地完成工作。我不需要一块一块地手动调整。
06:12-06:23 - Researcher: Makes sense – the automation saved you from manual adjustments. And those personal health questions you asked ChatGPT – what kind of things were you asking about? I'm curious what made you trust AI for health advice. - 有道理——自动化让你免于手动调整。 关于你问 ChatGPT 的那些个人健康问题——你具体在问什么?我很奇怪是什么让你信任 AI 提供的健康建议。
06:39-06:51 - Nina: I was asking about what kind of diet I should be. As recently, I've experienced a lot of insomnia. So I want to know what are certain factors and what are certain things I need to avoid. I don't think I one hundred percent trust the AI for health but I think it gives me some comprehensive understanding in a short time compared with, you know, Google and things online. - 我在问我应该采取什么样的饮食。因为最近我经常失眠。所以我想知道有哪些特定因素以及我需要避免哪些东西。我并不是百分之百信任 AI 处理健康问题,但我觉得与 Google 或网上的东西相比,它能在短时间内给我一个全面的了解。
06:54-07:17 - Researcher: Got it – so it's more about getting a quick, comprehensive overview rather than blindly trusting it. And you've been experiencing insomnia, so you wanted to understand dietary factors. Now I want to shift gears a bit. Before you started paying for AI products, had you paid for other digital products or subscription services? Like software tools, online courses, streaming services, productivity apps – what kind of subscriptions did you have? - 明白了——与其说是盲目信任,不如说是为了快速获得全面的概览。你一直在失眠,所以想了解饮食方面的因素。 现在我想稍微换个话题。在你开始为 AI 产品付费之前,你是否付过费购买过其他数字产品或订阅服务?比如软件工具、在线课程、流媒体服务、生产力应用——你都有哪些订阅?
07:27-07:41 - Nina: I feel yes. I feel right of thing. So for example, subscriptions. Like Coursera for online learnings on courses. Software tools like Amazon Photo, like meditation apps, like Google apps, streaming services. I have Netflix, HBO Max. So I do have a variety of sub stuff. - 我想是的。有很多。比如订阅。像 Coursera 这种用来在线学习课程的。软件工具比如 Amazon Photo,还有冥想应用、Google 的应用、流媒体服务。我有 Netflix、HBO Max。所以我确实有各种各样的订阅内容。
07:44-08:00 - Researcher: That's quite a list – Coursera, Amazon Photos, meditation apps, Google apps, Netflix, HBO Max. So you were already comfortable with the subscription model before AI came along. Out of all those subscriptions, which ones do you feel are absolutely worth it, and which ones do you sometimes question whether you should keep paying for? - 清单挺长的——Coursera、Amazon Photos、冥想应用、Google 应用、Netflix、HBO Max。所以你在 AI 出现之前就已经习惯了订阅模式。 在所有这些订阅中,你觉得哪些是绝对值得的,而哪些是你有时会质疑是否该继续付费的?
08:03-08:51 - Nina: Some of the streaming ones, I'm on Netflix. I don't feel it worth it. There are lots of exclusive contents that I'm able to watch elsewhere. And then so it's for HBO as I like certain shows that are also very exclusive. And then some of those meditation tools also help me as well. But there are some of those things. For example, I pay but I don't really use all of it. For example, there is I forgot the name exactly, but there are some, like, photo editing apps, which I don't really use often, I'm still paying for it. And, additionally, I pay for multiple photo storage services, which I don't use them all, which makes me odd makes me question them. - 有几个流媒体的,我有 Netflix。我觉得不太值得。有很多独家内容我也可以在别处看到。HBO 也是,虽然我喜欢某些非常独特的功能。还有一些冥想工具也对我很有帮助。但有些东西,比如我付了费但并没怎么用完。例如,我不太记得具体名字了,但有一些照片编辑应用,我不经常用,可我还在付钱。此外,我为多个照片存储服务付费,但我并没有把它们都用上,这让我觉得有点奇怪,也会让我质疑它们。
08:55-09:13 - Researcher: Interesting – so Netflix and HBO feel worth it because of exclusive content, meditation apps help you, but then you've got photo editing apps and multiple photo storage services you're paying for but barely using. Why do you keep paying for those photo editing and storage services if you're not really using them? What stops you from canceling? - 有意思——Netflix 和 HBO 因为独家内容让你觉得值,冥想应用对你有帮助,但照片编辑和重复的照片存储服为你虽然在付钱却几乎不用。 如果你不怎么用,为什么还要继续为那些照片编辑和存储服务付费呢?是什么阻止了你取消订阅?
09:34-09:39 - Nina: I think I worry about it if I cancel it. What's missing. I probably need a little transition plan to help me with it. At the same time, I think that may be time consuming or effort consuming, so I never had that. At the same time, that cost wasn't significant. Although now that I'm talking about that, things as a yeah. But it's mainly, like, a fear of missing things. - 我觉得如果我取消了,我会担心。担心会漏掉什么。我可能需要一个小小的过渡计划来帮我处理它。同时,我觉得取消可能很耗时或耗费精力,所以我一直没做。此外,那笔费用并不显著。虽然现在聊起来确实觉得……但主要是那种“害怕遗漏”的心理。
09:41-10:16 - Researcher: That fear of missing out and the hassle of transitioning – that makes sense. And when the cost isn't huge, it's easier to just let it slide. Now thinking about AI products specifically – overall, what's your attitude toward paying for them? Let me give you some options, and you tell me which one fits best: ① You see AI as essential for lifework and are willing to pay continuously ② You think it's very valuable and happy to pay as long as it's useful ③ Paying is acceptable, but you're cautious about it ④ Not really willing to pay unless absolutely necessary or very cheap ⑤ Would never consider paying for AI products Which - 这种错过恐惧症(FOMO)和转换的麻烦——这很有道理。当成本不高时,很容易就让它在那继续扣费。 现在专门思考一下 AI 产品——总的来说,你对为它们付费是什么态度?我给你几个选项,你告诉我哪个最贴切: ① 你认为 AI 对生活/工作至关重要,愿意持续付费 ② 你认为它很有价值,只要有用就乐意付费 ③ 付费是可以接受的,但你会比较谨慎 ④ 除非绝对必要或非常便宜,否则不太愿意付费 ⑤ 绝不考虑为 AI 产品付费 你会选……
10:16-10:17 - Nina: Number one. - 第一个。
10:19-10:33 - Researcher: Number one – you see AI as essential and are willing to pay continuously. That's a pretty strong stance! What makes AI feel essential to you? Like, what would actually break or become really difficult in your life or work if you suddenly lost access to these AI tools? - 第一个——你认为 AI 是必不可少的,并且愿意持续付费。立场非常坚定啊! 是什么让 AI 对你来说变得如此不可或缺?比如,如果你突然失去了这些 AI 工具,你的生活或工作中会有什么东西崩溃或变得非常困难?
10:35-11:05 - Nina: I explained the example yesterday where AI saved me time for summarizing the documentation, creating presentations. That feel very essential because it saves me time and increase my productivity. If I don't have access, I otherwise would, like, spend way more time and without being able to maybe deliver something of that quality. Yeah. So if I suddenly don't have access to it, I worry about losing the productivity of things. - 我在昨天的例子里解释过,AI 帮我节省了总结文档和创建演示文稿的时间。这感觉非常关键,因为它节省了我的时间并提高了我的生产力。如果没有它们,我可能要多花很多时间,而且可能没法交付出同样水平的质量。是的。所以如果我突然没法用了,我会担心失去工作效率。
11:09-11:24 - Researcher: So it's really about maintaining that productivity level you've gotten used to – you'd lose time and potentially quality too. You mentioned quality. Can you give me a specific example where AI actually helped you produce something better quality than you could have done on your own, not just faster? - 所以这实际上是为了保持你已经习惯了的生产力水平——否则你会损失时间,而且质量也可能下降。 你提到了质量。你能给我举个具体的例子吗?就是那种 AI 实际上帮你做出了比你自己做质量更高,而不仅仅是速度更快的事情?
11:47-11:52 - Nina: For example, going back to the same example of the summarized the program plan. If I would do it by myself, I will have to go through everyone's documentation shared across different channels and put things together and rewriting things. I mean, not only just making, like, the grammar mistakes, but also missing, like, the key points that have been talked about. So those are about quality. - 比如回到刚才那个总结项目计划的例子。如果让我自己做,我得翻遍每个人分享在不同渠道的文档,把它们整合在一起并重新编写。不仅是可能犯拼写错误,还可能错过已经讨论过的关键点。所以这些都关乎质量。
11:55-12:52 - Researcher: So the quality piece is really about completeness – not missing key points scattered across channels, plus cleaner grammar. That makes sense. Now I want to explore what you value most. I'm going to read you a list of different AI capabilities, and I want you to pick the THREE you'd be most willing to pay for. Ready? Here they are: ① Content creation (writing, rewriting, translation, scripts) ② Information organizing & summarizing (long documents, meetings, interviews) ③ Learning & knowledge assistance (explaining concepts, learning paths, Q&A) ④ Boosting work efficiency (automation, templates, faster output) ⑤ Data analysis & insights (analyzing data, drawing conclusions, finding patterns) ⑥ Creativity & inspiration (ideas, structure, creative direction) ⑦ Decision support (comparing options, risk analysis, recommendations) ⑧ Programmingtechnical support (writing code, debugging, explaining code) ⑨ Personal assistant capabilities (planning, reminders, task organization) ⑩ Emotional companionship (chat companion, reading assistant, emotional support) ⑪ I wouldn't pay for any AI capabilities Which THREE would you pick? - 所以质量方面主要体现在完整性上——不会错过散落在各处的关键点,再加上更简洁的语法。明白了。 现在我想探索一下你最看重什么。我读一份不同的 AI 功能列表,我想请你选出前三个你最愿意付费的功能。准备好了吗?分别是: ① 内容创作(写作、改写、翻译、脚本) ② 信息整理与总结(长文档、会议、访谈) ③ 学习与知识辅助(解释概念、学习路径、问答) ④ 提升工作效率(自动化、模板、更快的产出) ⑤ 数据分析与见解(分析数据、得出结论、寻找模式) ⑥ 创意与灵感(点子、结构、创作方向) ⑦ 决策支持(方案对比、风险分析、建议) ⑧ 编程与技术支持(写代码、调试、解释代码) ⑨ 个人助理功能(规划、提醒、任务组织) ⑩ 情感陪伴(聊天伙伴、陪读、情感支持) ⑪ 我不会为任何 AI 功能付费 选哪三个?
12:53-12:55 - Nina: One, two, and three. - 一、二、三。
12:59-13:12 - Researcher: So content creation, information organizing & summarizing, and learning & knowledge assistance – those are your top three. Why did those three stand out to you as the most worth paying for? What makes them more valuable than, say, decision - 内容创作、信息整理与总结、学习与知识辅助——这是你的前三名。 为什么这三个对你来说最值得付费?是什么让它们比比如决策支持更具价值?
13:17-13:36 - Nina: Because those are ones that I use most. Like, for the example I mentioned yesterday, it's about summarizing the information. Additionally, navigating through our codebase is really learning and knowledge assistance. And like, for those PowerPoint, I think is content creation. Those fall into the categories of where I use AI tools most. - 因为这些是我用得最多的。就像我昨天提到的例子,那是关于信息总结的。此外,浏览我们的代码库其实属于学习和知识辅助。像那些 PowerPoint,我觉得是内容创作。这些都属于我最常使用 AI 工具的范畴。
13:41-14:00 - Researcher: Makes total sense – you're willing to pay for what you actually use most frequently. The direct connection between your daily tasks and those capabilities is clear. Now let's talk about your actual paying behavior. In the past three months, how many different AI products have you paid for? And is this your first time paying for AI, or have you been paying for a while now? - 完全有道理——你愿意为实际使用频率最高的东西付钱。日常任务和这些功能之间的直接联系非常清晰。 现在谈谈你实际的付费行为。在过去的三个月里,你一共付费购买了多少种不同的 AI 产品?你是第一次为 AI 付费,还是已经付了一段时间的费了?
14:04-14:11 - Nina: I've been paying for a while, and I probably have those paid, I guess, like, around four or five of them. - 我已经付了一段时间费了,我付费的项目大概有四五个。
14:15-14:30 - Researcher: Four or five AI products you've been paying for – that's quite a portfolio! And you've been paying for a while. Can you tell me specifically which AI products you're currently paying for? You mentioned ChatGPT, Copilot, Canvas AI, GitHub AI earlier – which of those are paid, and are there others? - 四五个付费 AI 产品——资产组合挺丰富的!而且已经付了一段时间。 你能具体告诉我你目前正在付费的是哪些 AI 产品吗?你之前提到了 ChatGPT、Copilot、Canvas AI、GitHub AI——其中哪些是付费的,还有其他的吗?
14:43-14:57 - Nina: Some of those are paid by the company, but ChatGPT for my personal things are paid by myself. I also paid for like, Miro, which is an AI similar to Canvas. I also paid, like, Cursor for my personal use. I think I also have the Grok AI as well, which are paid by me as well. - 其中有一些是公司付钱的,但用于个人事务的 ChatGPT 是我自己付的。我还付了 Miro 这种类似于 Canvas 的 AI。为了个人使用我还付了 Cursor。我想我还有 Grok AI,也是我自己付的钱。
15:01-15:15 - Researcher: Got it – so the company pays for some (like Copilot and GitHub AI probably?), but you personally pay for ChatGPT, Miro, Cursor, and Grok AI. Let me make sure I understand correctly. When you said Canvas AI earlier, did you mean Miro? Or are those two different tools you use? - 明白了——所以公司付了一些(可能像 Copilot 和 GitHub AI?),但你个人支付了 ChatGPT、Miro、Cursor 和 Grok AI。 让我确认一下我没听错。当你之前提到 Canvas AI 时,你是指 Miro 吗?还是这是你使用的两个不同的工具?
15:19-15:24 - Nina: There are two different tools. One paid by the company and the other one is by myself. - 这是两个不同的工具。一个公司付钱,另一个是我自己付钱。
15:26-15:38 - Researcher: Ah, so Canvas AI is company-paid and Miro is your personal subscription. Interesting that you're paying for both! Why do you pay for Miro yourself when the company already gives you Canvas AI? What does Miro do that Canvas AI doesn't? - 啊,所以 Canvas AI 是公司付费,而 Miro 是你的个人订阅。很有意思,你竟然为两个都付了费! 既然公司已经提供了 Canvas AI,你为什么还自己付钱买 Miro?Miro 有什么 Canvas AI 做不到的功能吗?
15:41-15:54 - Nina: Not really because Miro can do something Canvas AI doesn't. There are lot of overlap. I have something I want to do by myself. Some I have to do at work. I want to create a personal use and prefer use. - 倒不是因为 Miro 能做什么 Canvas AI 做不了的事。它们有很多重叠。但我有些事情想自己做,有些必须在工作中做。我想要创建一个个人用途及更偏好的工作流。
15:56-16:14 - Researcher: That makes sense – keeping personal projects separate from work tools. Privacy and separation of personal versus work content. Now let's talk about payment models. For these AI products you personally pay for – ChatGPT, Miro, Cursor, and Grok – what payment model are you using for each? Are they monthly, yearly, pay-per-use, credits, or something else? - 明白了——保持个人项目与工作工具的独立性。隐私以及个人内容与工作内容的隔离。 现在谈谈支付模式。对于这些你个人付费的 AI 产品——ChatGPT、Miro、Cursor 和 Grok——你分别使用的是哪种支付模式?是按月、按年、按需支付、积分制,还是别的?
16:19-16:20 - Nina: Monthly. - 按月。
16:24-16:36 - Researcher: All monthly subscriptions. And if you could choose your ideal payment model – not what you're stuck with, but what you'd actually prefer – would it still be monthly? Or would you rather have yearly, pay-per-use, credits, or something else? - 都是按月订阅。 如果你能选择理想的支付模式——不是指你被迫接受的,而是你真正偏好的——还会是按月吗?或者你更倾向于按年、按需支付、积分制或其他方式?
16:49-17:01 - Nina: Would love to see the monthly payments pricing and yearly pricing in order to compare. For example, ChatGPT, I use most. And if there's a yearly plan gives me a lower price, I would love to go for it. But it will be like, monthly for now. I wouldn't love things like pay per use. - 我希望能看到月付价格和年付价格的对比。例如,ChatGPT 是我用得最多的。如果年付计划能给我更低的价格,我会很乐意选择它。但目前来说是月付。我不喜欢按需支付(pay per use)这种。
17:04-17:15 - Researcher: So you'd be open to yearly if the discount was good enough, especially for ChatGPT since you use it most. But you don't like pay-per-use. What is it about pay-per-use that doesn't appeal to you? Why would you avoid that model? - 所以如果是为了折扣,你对年付持开放态度,尤其是你用得最多的 ChatGPT。但你不喜欢按需支付。 按需支付有什么不吸引你的地方吗?你为什么会回避这种模式?
17:15-17:32 - Nina: Because it's really hard to quantify what does use mean. For example, does use mean each prompt and what the model doesn't understand what I'm talking about and with the prompt. So with all those uncertainties, I'm not really sure pay pay per use. - 因为很难量化一次“使用”意味着什么。例如,是每条提示词算一次吗?如果模型没理解我在说什么或者由于提示词原因没弄好呢?由于存在这些不确定性,我不太确定是否要按次付费。
17:37-17:51 - Researcher: That uncertainty makes sense – you don't want to be charged for bad outputs or when the model misunderstands you. Let me ask about the actual money. This month, if you add up all your personal AI subscriptions – ChatGPT, Miro, Cursor, and Grok – what's the total amount you're paying? - 这种不确定性很有道理——你不想为糟糕的产出或模型误解你而被收费。 让我问问具体的金额。这个月,把你所有的个人 AI 订阅(ChatGPT、Miro、Cursor 和 Grok)加起来,你支付的总金额是多少?
17:56-18:00 - Nina: I think the one hundred to two hundred. I don't know about the exact price. - 我觉得在 100 到 200 之间。具体价格我不太清楚。
18:02-18:12 - Researcher: Around $100-200 total per month for all four. That's a significant chunk! Can you break that down a bit? Like, which one is the most expensive, and roughly how much is each one costing you monthly? - 每个月一共大约 100-200 美元。这笔数额不小啊! 你能拆分一下吗?比如,哪一个最贵,每个大概每月花多少钱?
18:15-18:33 - Nina: I think they are in similar price. I really don't have the pricing in front of me. I remember, for example, ChatGPT is around twenty five or. I want to use more API, probably, will just pay, but those are, like, ad hoc. And the problem wise, I think they are they feel very similar. - 我觉得它们价格差不多。我手头没有具体的定价信息。我记得,比如 ChatGPT 大约是 25 美元左右。我有时想多用一些 API,可能就会为此付费,但那是临时性的。从问题解决的角度看,它们的感觉非常相似。
18:36-18:51 - Researcher: So ChatGPT is around $25, and the others feel similar in price range. Some API usage on top of that when needed. Now let me ask about your journey to paying. Thinking about ChatGPT specifically since you use it most – how long did you use the free version before you decided to upgrade and pay for it? - 所以 ChatGPT 大约 25 美元,其他的价格区间也差不多。需要时还会额外支付一些 API 的费用。 现在让我问问你的付费历程。考虑到 ChatGPT 是你用得最多的——在决定升级并付钱之前,你用了多久的免费版?
18:54-18:55 - Nina: Probably a few days. - 可能就几天。
18:59-19:14 - Researcher: Just a few days! That's really fast compared to most people who try free versions for weeks or months. What happened in those few days that made you decide so quickly to start paying? Was there a specific moment or task where you hit the free limit and thought "okay, I need to upgrade now"? - 才几天!比起大多数人尝试几周或几个月免费版本,这已经非常快了。 在那几天里发生了什么,让你这么快就决定开始付钱?是不是在某个特定时刻或处理某项任务时,你碰到了免费额度的限制,然后想“好吧,我现在就得升级”?
19:31-19:39 - Nina: I think it's a combination of Most of the primary reason is because I see it is very useful, and I can leverage to get a lot of things done. Then I realized there were moment I was using a higher version of the model, and then it tells me that I need to wait. So I think those two things combine. - 我觉得是多方面因素。最主要的原因是我觉得它非常有用,我可以利用它完成很多事情。然后我意识到,有几次我在使用更高级别的模型,它告诉我需要等待。我觉得这两个原因结合在一起了。
19:41-20:05 - Researcher: So you saw the value immediately, and then hitting that wait time on the better model was the final push. The combination of "this is useful" plus "I can't wait, I need it now." Last question for this section – you're using ChatGPT, Miro, Cursor, and Grok. Can you describe the relationship between these products using a metaphor? Like, if they were a family, who would be the parent and who would be the kids? Or if they were a company, who's the CEO and who does what job? - 所以你是立刻看到了价值,然后由于高级模型的等待限制推了你最后一把。也就是“这很有用”加上“我等不及,我现在就要”的结合。 这一部分的最后一个问题——你在使用 ChatGPT、Miro、Cursor 和 Grok。你能用个比喻来描述这些产品之间的关系吗?比如,如果它们是一个家庭,谁是家长,谁是孩子?或者如果它们是一家公司,谁是 CEO,每个人具体做什么工作?
20:20-20:54 - Nina: Honestly, I think they build together either as a family company. I think they're just different tools. So, like, every day. I eat different things for breakfast. I eat different things for snack, and I eat different things for dinner. Then because each of them are specifically used for certain things. ChatGPT ChatGPT is really good. Ask questions and summarizing things, and so it's for the co like, And then, like, there are some for my creativity work. Of course, where it's personal things. They're really served for different purposes. So I don't know, try to combine together. - 说实话,我觉得它们更像是一起组建的家庭或公司。我认为它们只是不同的工具。就像每天,我早餐吃不同的东西,零食吃不同的东西,晚餐吃不同的东西。因为它们每一个都有其特定的用途。ChatGPT 非常擅长提问和总结,其他的也是……然后有些是用于我的创意工作。当然,还有处理个人事务的。它们真的是为不同的目的服务的。所以我不知道,我试着把它们组合在一起。
20:56-21:12 - Researcher: I love that food metaphor – breakfast, snack, dinner. Each serves a different need at different times, not competing but complementing. So if ChatGPT is one meal and Cursor is another – which one is breakfast, which is dinner? Like, which one do you reach for first thing, and which one is more of an occasional thing? - 我很喜欢这个食物的比喻——早餐、零食、晚餐。每种都在不同时间满足不同需求,不是竞争而是互补。 如果 ChatGPT 是一顿饭,Cursor 是另一顿——哪一个是早餐,哪一个是晚餐?或者说,哪一个是你一睁眼就会用到的,哪一个更像是偶尔用一下的?
21:16-21:30 - Nina: I don't think there is a dinner. I may just use cursor for any code related things, but ChatGPT feels very generic. It's like, a bread that you can eat for breakfast, you can eat for lunch and dinner, - 我觉得没有什么固定的“晚餐”。我会用 Cursor 处理所有代码相关的事情,但 ChatGPT 感觉非常通用。它就像面包,早餐能吃,午餐和晚餐也能吃。
21:35-21:56 - Researcher: So ChatGPT is like bread – versatile, used throughout the day for many things. And Cursor is specifically for coding tasks. Now let's shift to your most recent AI payment. Think back to the last time you paid for an AI product – whether it was starting a new subscription or renewing one. Where did you first hear about that product? Was it from social media, a friend, search engine, app store, an ad, or somewhere else? - 所以 ChatGPT 就像面包——全能,全天都被用于各种事情。而 Cursor 专门用于编码任务。 现在让我们转向你最近的一次 AI 付费行为。回想一下你最后一次为 AI 产品付费是什么时候——无论是开始一个新的订阅还是续订。你最早是从哪里听说那个产品的?社交媒体、朋友、搜索引擎、应用商店、广告,还是其他地方?
22:01-22:16 - Nina: I think that I was pay for them, I just have it to automatically pay, so I don't really have intention in renewing or things. But I hear most of them are on the news that I read. - 我觉得我付过费了,现在只是让它们自动扣费,所以我并没有特意要去续订。但我听说其中大部分都是在我读的新闻里看到的。
22:20-22:53 - Researcher: So your current subscriptions auto-renew, but when you first discovered these products, it was mostly through news articles you read. Thinking back to when you first decided to pay for one of these – let's say ChatGPT since that was quick, just a few days. What was the main reason you decided to pay? I'll give you some options, and you can pick one or more: ① Unlock restricted features or usage limits ② Unlock stronger modelsadvanced capabilities ③ Hit a clear need or limitation during use, had to pay ④ Essential for work or study ⑤ To make money or bring direct income ⑦ Because of a discount, deal, or trial ending ⑧ Curiosity or novelty Which ones fit? - 所以你目前的订阅是自动续订的,但当你最初发现这些产品时,主要是通过阅读新闻报道。 回想一下你第一次决定为其中一个付费的时候——由于你决定得很快,咱们就说 ChatGPT,才用了几天。你决定付费的主要原因是什么?我给你一些选项,你可以选一个或多个: ① 解锁被限制的功能或使用限制 ② 解锁更强大的模型/高级功能 ③ 在使用过程中遇到明确的需求或限制,不得不付钱 ④ 工作或学习所必需 ⑤ 为了赚钱或带来直接收入 ⑦ 因为有折扣、优惠或试用即将结束 ⑧ 出于好奇或新鲜感 哪些符合?
22:53-22:53 - Nina: One, two, and three. - 一、二、三。
22:57-23:10 - Researcher: So unlocking restricted features, getting stronger models, and hitting a limitation during use – all three played a role. Of those three, which one was the biggest driver? Like, if you had to pick just ONE that really tipped you over to paying, which would it be? - 所以解锁限制功能、获得更强模型以及在使用中遇到限制——这三者都起到了作用。 在这三个原因中,哪一个是最大的驱动力?比如,如果必须选出一个真正促成你付费的原因,会是哪一个?
23:10-23:11 - Nina: Limit. - 限制。
23:15-23:26 - Researcher: Hitting that limitation was the real tipping point. Can you describe that specific moment when you hit the limit? What were you trying to do, and what exactly did the system tell you or prevent you from doing? - 碰到那个限制才是真正的转折点。 你能描述一下你碰到限制的具体时刻吗?你当时正试图做什么,系统具体是怎么告诉你或者阻止你操作的?
23:27-23:51 - Nina: Yeah. I already mentioned in the previous questions you asked me. I was trying to give more prompts, and they tell me that I have to wait I know I forgot how long I have to wait, but to wait even one hour. So I think that is odd, because I was in the middle of figuring things out. So that point that I don't want to wait. - 是的。我刚才在你问我的上一个问题里提到了。我当时正试着多发几条提示词,它们告诉我必须等待,我忘了具体要等多久,但甚至要等一小时。我觉得那很奇怪,因为我正处于理清事情的思路中。所以那一刻我不想等。
23:54-24:15 - Researcher: Right, you were in the middle of something and couldn't afford to wait – that urgency made the decision easy. Now I want to understand what factors matter most when you decide whether to pay for an AI product. I'm going to list seven factors, and I want you to rate each one from 1 to 5: - 1 = completely unimportant - 5 = extremely important Ready? Here are the factors: 1. Feature set (what - 对,你正忙着做事,等不起——那种紧迫感让决定变得很容易。 现在我想了解在你决定是否为 AI 产品付费时,哪些因素最重要。我列出七个因素,请你为每一个打分,1 到 5 分: - 1 = 完全不重要 - 5 = 极其重要 准备好了吗?因素如下: 1. 功能集(包含……)
24:15-24:15 - Nina: Yes. - 准备好了。
24:17-24:26 - Researcher: Great! Here we go: 1. Feature set – what capabilities and functions it offers. 1 to 5? - 太棒了!开始: 1. 功能集——提供哪些能力和功能。1 到 5 分?
24:39-24:40 - Nina: Five - 5分
24:43-24:46 - Researcher: 2. Usage frequency – how often you actually use it. 1 to 5? - 2. 使用频率——你实际多频繁地使用它。1 到 5 分?
24:51-24:52 - Nina: five - 5分
24:54-24:58 - Researcher: 3. Cost-effectiveness – whether the price matches the value you get. 1 to 5? - 3. 性价比——价格是否与你获得的价值匹配。1 到 5 分?
25:01-25:02 - Nina: five - 5分
25:04-25:07 - Researcher: 4. Ease of use – how easy and intuitive it is to use. 1 to 5? - 4. 易用性——使用起来是否容易且直观。1 到 5 分?
25:12-25:13 - Nina: three - 3分
25:16-25:20 - Researcher: 5. Effectiveness – how well it actually solves your problems or completes tasks. 1 to 5? - 5. 有效性——它实际上解决问题或完成任务的程度如何。1 到 5 分?
25:47-25:48 - Nina: Five. - 5分。
25:50-25:54 - Researcher: 6. Uniqueness – whether it offers something you can't get elsewhere. 1 to 5? - 6. 独特性——它是否提供了你在别处得不到的服务。1 到 5 分?
25:59-26:00 - Nina: Five - 5分
26:02-26:05 - Researcher: 7. Output quality – the quality of what it produces. 1 to 5? - 7. 产出质量——它生成内容的质量。1 到 5 分?
26:10-26:11 - Nina: Five. - 5分。
26:14-26:29 - Researcher: Wow, almost everything is a 5 except ease of use at 3! You rated feature set, usage frequency, cost-effectiveness, effectiveness, uniqueness, and output quality all as extremely important. Why is ease of use only a 3 when everything else is a 5? What makes you more tolerant of something being harder to use? - 哇,除了易用性是 3 分,其他的全是 5 分!你认为功能集、使用频率、性价比、有效性、独特性和产出质量都极其重要。 为什么易用性只有 3 分,而其他都是 5 分?是什么让你对不好用的产品更有容忍度?
26:41-26:46 - Nina: Although something is harder to use, it just takes time and effort to figure things out. So it's really a plus or a bonus, not something that's a must to have. - 虽然有些东西比较难用,但只要花点时间和精力还是能搞清楚怎么用的。所以它其实是加分项,而不是必须项。
26:50-27:06 - Researcher: So ease of use is nice to have, but not a dealbreaker – you're willing to invest time learning if the product delivers on the important stuff. You gave six factors a rating of 5. If you absolutely had to pick just ONE as the most critical factor that determines whether you'll pay or not, which would it be? - 所以易用性是有则更好,但不是决定性因素——如果产品在核心方面表现出色,你愿意投入时间去学习。 刚才一共六个因素你都打了 5 分。如果必须选出一个决定你是否付费的最关键因素,会是哪一个?
27:08-27:11 - Nina: It will be the cost effectiveness. - 那会是性价比。
27:21-27:37 - Researcher: Cost-effectiveness is the ultimate deciding factor – you need to feel the value matches what you're paying. When you evaluate cost-effectiveness for an AI product, what are you actually comparing? Like, are you comparing the subscription price to hours saved, or to what you'd pay a person to do the same work, or something else? - 性价比是最终的决定性因素——你需要觉得价值与所付的钱相匹配。 当你评估 AI 产品的性价比时,你实际上在衡量什么?比如,你是将订阅价格与节省的时间相比,还是与雇人做同样工作的报酬相比,或者是由于其他什么?
27:40-28:11 - Nina: I will see if there's similar products in the market that do similar things and compare the price. If there's no other things, I will say if that price is affordable, I'm willing to accept it and give it a try if it works. Like ChatGPT, I use it a lot. The monthly page of thirty dollars is definitely justified. - 我会看看市场上是否有做类似事情的同类产品并对比价格。如果没有其他替代品,我会看这个价格是否在承受范围内,如果好用的话,我愿意接受并尝试一下。就像 ChatGPT,我经常使用它。每月 30 美元的价格绝对是合理的。
28:14-28:30 - Researcher: So you compare to similar products first, but if it's unique, you just ask "is this affordable and does it work?" For ChatGPT at $25-30month with how much you use it, it's clearly justified. Now the big question: What's the maximum amount you'd be willing to pay per month for an AI product subscription? Like, what's your ceiling? - 所以你会先对比同类产品,但如果是独一无二的产品,你只需问“这是否负担得起?它有效吗?”对于 ChatGPT,以每月 25-30 美元的价格和你对它的使用频率来看,这显然是合理的。 现在有一个大问题:你愿意为一款 AI 产品订阅每月支付的最高金额是多少?也就是说,你的上限是多少?
28:34-28:55 - Nina: It's really hard to say because it really depends on the product we're talking about, like frequency of use, the feature, whether it works or something. So it's really, really hard to give a number for something that I use every day or use ad hoc or use for services. - 这真的很难说,因为这完全取决于我们所说的产品,比如使用频率、功能、是否有效等等。所以对于我每天使用的、偶尔使用的或用于服务的工具,真的很难给出一个统一的数字。
28:57-29:12 - Researcher: Fair point – it's not one number for everything. It depends on the product. Okay, let me make it specific then. For something like ChatGPT that you use constantly throughout the day for work – what's the max monthly price you'd pay before you'd say "that's too much, I need to find an alternative"? - 很有道理——并非所有东西都是一个价。这取决于产品本身。 好吧,让我说得具体一点。对于像 ChatGPT 这样你每天工作中都在不断使用的东西——在你说“太贵了,我得找个替代品”之前,你愿意支付的最高月费是多少?
29:16-29:18 - Nina: Fifty dollars. - 50 美元。
29:20-29:38 - Researcher: $50 is your ceiling for a daily-use AI tool like ChatGPT. Right now you're paying around $25-30, so there's some room before you'd walk away. Last two quick questions about price sensitivity. First: if there's a NEW AI product you're interested in but haven't tried yet, how cheap would it need to be for you to give it a shot and subscribe? - 50 美元是你对像 ChatGPT 这样日常使用的 AI 工具的上限。目前你支付大约 25-30 美元,所以在你放弃它之前还有一些空间。 最后两个关于价格敏感度的快速问题。第一个:如果有一款你感兴趣但还没试过的“新” AI 产品,它需要便宜到什么程度,你才会愿意尝试并订阅?
29:43-29:57 - Nina: Ten dollars or there abouts. - 10 美元左右。
30:00-30:19 - Researcher: No, that's it! We've covered everything I needed to ask. Thank you so much for taking the time to walk me through your AI product usage and payment decisions. Your insights about cost-effectiveness being the key factor, your $50 ceiling for daily-use tools, and how you discovered these products through news have been really valuable. Have a great rest of your day! - 不,就这些了!我已经涵盖了所有需要询问的内容。 非常感谢你抽出时间带我了解你的 AI 产品使用情况和付费决策。你关于性价比是关键因素、日常使用工具 50 美元的上限,以及你是如何通过新闻发现这些产品的见解都非常有价值。 祝你今天剩下的时间愉快!