TechCrunch News 2024年12月27日
AI sales rep startups are booming. So why are VCs wary?
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AI销售开发代表(AI SDRs)正经历爆发式增长,利用LLMs和语音技术自动化个性化外联邮件和电话,吸引潜在客户。尽管多家公司在短时间内取得成功,但其长期效果和可持续性仍不确定。中小企业乐于尝试这些工具,因为传统冷邮件回复率下降。然而,有案例表明,AI SDRs产生的线索未必转化为实际销售。投资者担忧,这些初创公司的解决方案可能最终被Salesforce、HubSpot等巨头作为免费功能提供,且缺乏差异化数据可能导致竞争劣势。Jasper的案例也警示投资者,AI产品的快速增长并不代表长期成功。

🚀AI销售代表(AI SDRs)利用LLMs和语音技术,自动化个性化外联邮件和电话,在某些市场迅速崛起,多家公司短时间内均取得成功。

📉传统冷邮件回复率大幅下降,使得中小企业更愿意尝试AI SDRs这类能提高回复率的服务,从而推动了AI SDRs的快速普及。

🤔尽管AI SDRs能产生大量潜在客户,但实际销售转化率仍是未知数,这引发了人们对AI SDRs长期有效性的担忧,有案例显示,AI SDRs产生的线索并未转化为实际销售。

⚠️AI SDR初创公司面临被行业巨头如Salesforce、HubSpot等复制的风险,这些巨头拥有客户数据,可以提供更具竞争力的AI销售解决方案。缺乏差异化数据是AI SDR初创公司面临的一大挑战。

😬Jasper的案例是前车之鉴,表明AI产品的快速增长并不一定能保证长期的成功,投资者对AI SDRs的长期粘性持怀疑态度。

When you really probe venture capitalists about investing in AI startups, they’ll tell you that businesses are experimenting wildly but are very slow to add AI solutions into their ongoing business processes

But there are some exceptions. And one of them appears to be an area known as AI sales development representatives, or AI SDRs. These use LLMs and voice technology to craft personalized outreach emails and place automated calls to potential customers. 

“In some markets, we’re seeing five to 10 companies all have success in a pretty short period of time,” Shardul Shah, a partner at Index Ventures, said of the AI SDR boom.

While it’s certainly not uncommon for multiple startups to target the same problem, it’s rare to see all of them experience rapid growth. But that’s apparently the case for startups that automate content creation for sales teams, investors say.

“When one studies any of [these startups] individually, it’s like ‘wow, that’s stunning product market fit’,” Shah said. “When all 10 of them have stunning product market fit, it’s hard to answer ‘how is that going to play out?’”

Index has yet to invest in any of these companies, many of which are less than a year old. Even though the whole category is on fire and customers are using them, it’s still too early to know whether their growth will continue over the long term or they be discarded like so many other AI pilot projects once the wow factor fades, because they don’t prove to be more effective than human outreach.

Arjun Pillai, founder of Docket, a startup that builds AI sales engineers, is convinced that AI SDR adoption is high because small and medium-size businesses can easily experiment with these tools. Before Docket, Pillai was the chief data officer at sales lead generation platform ZoomInfo.

“Over the last two years, the reply rate on cold emails fell at least 50%,” Pillai said. “Now that there are a bunch of companies that claim they can improve this rate, everyone is willing to try their service.”

The best-known AI SDR startups include Regie.ai, AiSDR, Artisan and 11x.ai, but ZoomInfo, an incumbent, also released a copilot that competes with these and other virtual sales agent startups.

While these companies are experiencing rapid revenue growth, it’s unclear if they’re actually helping businesses sell more effectively.

According to Tomasz Tunguz, founder of Theory Ventures, a chief revenue officer from a publicly traded company disclosed to him that while an AI SDR helped generate a substantial volume of leads over a nine-month period, it did not lead to actual sales.

“So it’s not to say that AI won’t work. It’s to say many of us [still] do not know how to use AI,” Tunguz said onstage at SaaStr conference in September.

Chris Farmer, partner and CEO at venture firm SignalFire, said he believes that AI applied to sales and marketing is a large opportunity, but without access to differentiated data, AI SDR startups risk being overtaken by incumbents like Salesforce, HubSpot and ZoomInfo. Those companies’ main products are the keepers of their customers’ data. So if they offered bots that let their customers tap into their own data, such bots could be more effective. 

Another venture capitalist that looked at this market but hasn’t yet invested said her firm looked at several AI SDR startups and that they all had $1 million in ARR within less than a year. The startups’ impressive growth was attractive, she said, but like Farmer she was concerned their solutions could eventually be offered as a free feature by established competitors. 

Jasper, a copywriting startup that was last valued at $1.5 billion, but ran into speed bumps and had to lay off 30% of its staff after ChatGPT was introduced, serves as a cautionary tale for some investors. 

Investors are not surprised by the rapid adoption of AI SDRs; they are just doubting that adoption is sticky.

Updated: This story was originally published August 22 and was updated December 26 with comments from Tomasz Tunguz.

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AI销售代表 LLMs 销售自动化 市场竞争 商业模式
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