Canva增速腰斩:AI时代创业者的10条判断
Jason’s Takes on This Week’s 20VC x SaaStr: The Agents Never Suggested Canva, The Meme You Can’t Outrun, and Why I Only Underwrite Founders Now
给SaaS创始人和投资人:这篇把Canva增速腰斩拆成10条可迁移的判断,尤其是“代理测试”和“创始人运营”两条,直接能用到你评估产品和下注的决策里。
My cut on what Canva’s drop to 20% growth means if you’re running a pre-AI product, hiring against Anthropic, or holding a mark you set in 2021.
我对Canva增长率降至20%的看法,如果你正在运营一个AI前产品、与Anthropic竞争招聘,或持有2021年设定的目标,这意味深远。
Canva cutting 2026 growth from 30% to 20% was the headline. The part I keep thinking about is smaller than the number and worse. We churned Canva at SaaStr. We churned Notion too. Neither did anything wrong, and neither of them lost a bake-off. We just stopped having a need for them, and then our agents built an entire ad creative operation without either ever coming up.
Canva将2026年增长率从30%下调至20%是头条新闻。但我一直思考的部分比数字更小、更糟糕。我们在SaaStr流失了Canva,也流失了Notion。两者都没有做错什么,也没有在竞争中落败。我们只是不再需要它们,然后我们的代理构建了整个广告创意运营,而它们从未被提及。
Ten things I’m taking from this week.
本周我从中汲取的十点心得。
1. Run the agent test on your own product. Will your agents … pick it?
1. 对你的产品进行代理测试。你的代理会……选择它吗?
We built our own ad server and creative generation network at SaaStr. It runs on our agents. Not once did the agent think to use Canva for any of it, and Canva is a product I paid for and liked. If I were running any prosumer or self-serve product right now, I’d give an agent the job my product does, with no instruction to use me, and watch what it reaches for.
我们在SaaStr构建了自己的广告服务器和创意生成网络。它运行在我们的代理上。代理从未想过使用Canva来完成任何部分,而Canva是我付费且喜欢的产品。如果我现在运营任何专业消费者或自助服务产品,我会给代理一个我的产品所完成的工作,不指示它使用我,然后观察它会选择什么。
My learning → You can win back a customer who churned to a competitor. There’s nothing to win back when you were never in the running.
我的心得 → 你可以赢回流失给竞争对手的客户。但如果你从未在考虑范围内,就没有什么可赢回的。
2. If your product existed to help people skip a specialist, that job is closing
2. 如果你的产品是为了帮助人们跳过专家而存在,那个工作正在关闭。
Airtable was a no-code database dressed as a spreadsheet. Notion is one dressed as a word processor. Canva was a no-code way to design, and it was a genuinely disruptive product because I no longer needed a designer or any HTML. The entire category of “what humans can do without engineering resources” is winding down, because AI does that natively now.
Airtable是一个伪装成电子表格的无代码数据库。Notion是一个伪装成文字处理器的。Canva是一种无代码设计方式,它是一个真正颠覆性的产品,因为我不再需要设计师或任何HTML。整个“人类无需工程资源就能完成的事情”类别正在萎缩,因为AI现在原生地做到了。
My learning → Being the workaround for a missing skill was a great 15-year business, and it’s shrinking now.
我的心得 → 作为缺失技能的替代品是一个伟大的15年业务,但现在它正在萎缩。
3. The enterprise version of this is coming, just slower
3. 企业版的情况即将到来,只是更慢。
The Gartner data suggests fewer than 10% of enterprises have successfully deployed an agentic application. I believe that, even standing at a big Salesforce event surrounded by the opposite message. The hot enterprise AI companies are still serving early adopters and outliers. On the prosumer side there’s no lag at all, because everyone is already ChatGPT-fluent.
Gartner的数据表明,不到10%的企业成功部署了代理型应用。我相信这一点,即使站在一个大型Salesforce活动上,周围都是相反的信息。热门的企业AI公司仍在服务早期采用者和异类。在专业消费者方面,完全没有滞后,因为每个人都已经熟悉ChatGPT。
My learning → Selling to the enterprise buys you a few quarters of cover, not a few years.
我的心得 → 向企业销售能为你赢得几个季度的掩护,而不是几年。
4. You can’t argue with a meme once it takes hold, you can only outgrow it
4. 一旦一个梗深入人心,你无法与之争辩,只能超越它。
The dumbest AI meme of the past two years is that everyone will vibe code their own CRM. It makes no sense for 99.9% of the world. You can’t maintain it, you can’t build the integrations, and most people saying it have never used a CRM. It took hold anyway, the shorts jumped on it, and now it’s priced in. If I were Canva I’d be worried about the same thing happening with “you can make a poster in ChatGPT for free.”
过去两年最愚蠢的AI梗是,每个人都会用“氛围编码”来打造自己的CRM。这对世界上99.9%的人来说毫无意义。你无法维护它,无法构建集成,而且大多数说这话的人从未用过CRM。尽管如此,这个梗还是流行了起来,空头们抓住了它,现在它已被市场定价。如果我是Canva,我会担心同样的事情发生在“你可以在ChatGPT里免费做海报”上。
My learning → Get in front of the story early. Once it’s a meme, only revenue growth moves it.
我的学习心得 → 尽早介入故事。一旦成为梗,只有营收增长才能推动它。
5. After Airtable and Canva, I’m marking valuations down harder
5. 在Airtable和Canva之后,我更坚决地下调估值
These are two events that quietly hit old marks and are very hard to hide behind. Honestly, most people should have marked both down last year. “We raised at $42B so we’re carrying $42B” is over. Start from what the company is doing and how fast it’s growing, and price that.
这两件事悄然触及了旧的高点,很难掩盖。老实说,大多数人去年就应该下调这两家公司的估值。“我们以420亿美元融资,所以我们按420亿估值”的时代结束了。从公司实际业务和增长速度出发,来定价。
My learning → If you can’t defend a mark with a current growth rate, you’re carrying a memory, not a valuation.
我的学习心得 → 如果你无法用当前增长率来捍卫估值,那你持有的只是记忆,而非估值。
6. On selling early, my own history says 50/50, and the fund math says hold
6. 关于早期卖出,我自己的历史记录是五五开,而基金数学则支持持有
I ran the analysis across everything I’ve been involved with, angel and venture, on where I should have sold and where I should have held. It broke roughly 50/50, which surprised me. It still doesn’t change what I do, because I have three fund returners and my LPs are underwriting a 5x, 6x or 8x fund. Trim those and the math stops working. The blended exit argument sounds great on X, and it works far better at scale than it does for a smaller fund.
我对我参与过的所有项目(天使和风险投资)进行了分析,看哪些应该卖出,哪些应该持有。结果大致是五五开,这让我很惊讶。但这并没有改变我的做法,因为我有三个基金回报者,我的LP们期望的是5倍、6倍或8倍的基金回报。削减这些,数学就不成立了。混合退出论点在X上听起来很棒,而且在大规模运作时比小基金更有效。
My learning → Trimming protects your average outcome and kills your outlier. Know which one your LPs are paying for.
我的学习心得 → 削减保护你的平均结果,却扼杀了你的异常值。要知道你的LP们为哪个买单。
7. Being invisible inside a great company is a real reason to leave
7. 在一家优秀公司里默默无闻是离开的真正理由
I was an SVP at Adobe running the number three business unit. We were doing $800M and it may as well have been zero. You sit with 50 other VPs and never get to talk about what you’re building. I’d read Jeff Dean leaving Google after 27 years the same way. If your work sits permanently third in line for compute behind Cloud and Gemini, and you can take your whole team and raise a billion dollars to do exactly what you want, you go.
我曾是Adobe的高级副总裁,负责第三大业务部门。我们做了8亿美元,但可能就像零一样。你和另外50位副总裁坐在一起,却永远无法谈论你在构建什么。我读杰夫·迪恩在谷歌工作27年后离开的消息,也是同样的感受。如果你的工作永远排在云计算和Gemini之后,成为第三顺位获取计算资源,而你可以带着整个团队筹集十亿美元去做你想做的事,那你就走。
My learning → Your best people rarely leave over money. They leave over being third on the agenda.
我的学习心得 → 你最优秀的人很少因为钱而离开。他们离开是因为在议程上排第三。
8. You need an S-tier for comp in the Age of AI, and it will be uncomfortable
8. 在AI时代,你需要S级人才来匹配薪酬,而这将会令人不适
There used to be two comp bands: normal people and AI people. Now there’s a third. The CEOs I work with informally at $100M to $200M+ ARR have all built one: four or so people on seven-figure packages with equity ten times what anyone else at that stage gets, and those people are the core of the next-generation product. At $200M in revenue that doesn’t break your model. It’s rough on everyone else, and it’s still the right call. A skunkworks with an S-tier is how the Palantir and Intercom style turnarounds happen.
过去只有两种薪酬等级:普通人和AI人。现在出现了第三种。我非正式合作的那些年收入在1亿至2亿美元以上的CEO们,都建立了这种等级:大约四人的七位数薪酬包,股权是那个阶段其他任何人的十倍,而这些人是下一代产品的核心。在2亿美元收入时,这不会打破你的模型。这对其他人来说很艰难,但仍然是正确的选择。一个S级人才的秘密项目,是Palantir和Intercom式转型发生的方式。
My learning → The Anthropic comp signal isn’t going away. Build the tier on purpose or lose those people quietly.
我的学习 → Anthropic的薪酬信号不会消失。要么有意识地建立这个等级,要么悄悄失去那些人。
9. The hiring test I’d use now
9. 我现在会用的招聘测试
The old test was “did you get an offer from Google,” which told you someone was top 5%. The new one is “did you get an offer from Anthropic or OpenAI, and what was the job?” A lot of those seven-figure roles are watermarking, or getting the pulse animation right for 18 months. Interview enough people and you’ll find the ones who’d genuinely rather build LLMs for accounting.
旧的测试是“你拿到谷歌的offer了吗”,这告诉你某人属于前5%。新的测试是“你拿到Anthropic或OpenAI的offer了吗,职位是什么?”很多那些七位数的职位是做水印,或者花18个月把脉冲动画做好。面试足够多的人,你会发现那些真正宁愿为会计行业构建LLM的人。
My learning → You won’t outbid the labs. You can out-interest them for a certain kind of person.
我的学习 → 你无法在薪酬上超过实验室。但你可以用兴趣吸引某类特定的人。
10. Founder-run is close to the only thing I underwrite now
10. 创始人经营现在几乎是我唯一愿意承保的
Most of the investments I’ve made that aren’t run by a founder are going to be zeros in this era, at $20M ARR or at $200M. If the price of avoiding that is a founder taking a much larger piece of the company, I’ll pay it without hesitating. Being a public company CEO today is miserable, and I say that having founded twice: no control, a board that doesn’t understand the product, plenty of money already made. I’d think about leaving the keys on the table too. Founder control has become a fair price for keeping people in the game.
在这个时代,我做的多数非创始人经营的投资,在2000万美元或2亿美元ARR时都会变成零。如果避免这种情况的代价是创始人持有公司更大份额,我会毫不犹豫地支付。今天担任上市公司CEO很痛苦,我这么说是因为我创过两次业:没有控制权,董事会不理解产品,钱已经赚够了。我也会考虑把钥匙留在桌上。创始人控制权已经成为让人们留在游戏中的公平价格。
My learning → In a platform shift you’re underwriting willingness to rebuild the company from scratch. Almost nobody who didn’t found it has that.
我的学习 → 在平台转变中,你承保的是从头重建公司的意愿。几乎没有人不是创始人却拥有这种意愿。
"Any investment I've made that is not run by a founder is going to be a zero in this age.
“在这个时代,我做的任何非创始人经营的投资都会变成零。
If the price of me not having a zero is getting Nick to 40%, I wish I was a shareholder. That's the price I'm gonna pay in a heartbeat.
如果避免我得到零的代价是让Nick拥有40%的股份,我希望我是股东。那是我会立刻支付的代价。
I believe every non-founder has run my portfolio… https://t.co/GxPZG0obzS pic.twitter.com/O0EhAzISBt
我相信每个非创始人都经营过我的投资组合… https://t.co/GxPZG0obzS pic.twitter.com/O0EhAzISBt
— Harry Stebbings (@HarryStebbings) August 13, 2026
— Harry Stebbings (@HarryStebbings) 2026年8月13日
What I’m Doing Differently This Week
我这周会做的不同之处
I’m running the agent test on everything we pay for at SaaStr AI and on the products at companies where I sit on the board. Most of them are good products, so that isn’t the question. The question is whether an agent would ever choose one. That already sorted Canva and Notion out of our stack before we consciously decided anything.
我在SaaStr AI上对我们付费的所有产品,以及我担任董事会成员的公司产品,都运行了代理测试。它们大多数都是好产品,所以问题不在于此。问题在于,一个代理是否会选择它们。这已经在我们有意识地做出任何决定之前,就把Canva和Notion从我们的技术栈中排除了。
Jason’s Takes is the SaaStr AI companion to our weekly 20VC x SaaStr recap with Harry Stebbings and Rory O’Driscoll.
Jason的观点是SaaStr AI的每周20VC x SaaStr回顾的配套内容,与Harry Stebbings和Rory O'Driscoll合作。
更进一步:量化金融体系
看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力