Unite.AI 03月22日 01:27
How AI Can Deliver the Consumer-Like Experience B2B Buyers Now Expect
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B2B销售领域正经历快速变革,经济不确定性、买家期望提升以及生成式AI等技术促使销售领导者重新思考运营方式。成功的B2B销售团队需要拥抱敏捷性、创新和技术。文章探讨了AI在B2B销售中的应用,包括利用AI发现新增长点、优化客户定位与优先级、通过AI提升客户互动与留存,以及将AI视为增长杠杆。文章强调了AI在B2B销售中的重要性,并指出那些将AI作为战略推动者的公司将引领未来的增长。

💡利用AI发现新的增长机会:通过分析大数据集,AI可以帮助销售团队识别快速增长的细分市场,通过微观细分更有效地与客户互动,并发现有价值的机会。例如,AI工具可以建议现有产品的潜在市场、识别新的垂直领域或为在相邻领域中使用独特技术的产品开发机会。

🎯利用AI洞察进行客户定位和优先级排序:AI可以帮助识别最有可能对销售方法做出积极反应的潜在客户,从而改善SQL(销售线索)的流程。通过结合外部数据源,生成式AI可以创建公司市场的精细视图,包括潜在客户的详细信息、产品线的预计支出、客户当前的份额等,并将这些信息转化为合格的销售线索。

💖通过AI赋能的互动来取悦并留住客户:除了寻找新客户和机会外,强大的销售组织同样重视客户留存。AI通过识别客户行为模式,主动降低客户流失风险,并通过个性化的跟进来提供更多价值,从而确保长期的客户关系。AI可以分析定价、服务或产品特性等因素,帮助销售领导者了解客户流失的原因及其可能发生的时间。

🚀认识到AI不仅仅是技术,更是增长的杠杆:尽管人们对AI和其他数字技术越来越感兴趣,但只有20%的B2B销售领导者能够证明他们有持续实施技术以推动超常增长的良好记录。那些将AI作为战略推动者,而不是仅仅作为另一种工具的公司,已经在领先。AI正成为现代B2B销售的基础。

The B2B sales landscape is undergoing a rapid transformation. Economic uncertainty, shifting buyer expectations, and technologies like generative AI are compelling sales leaders to rethink how they operate. This shift is driven by the fact that B2B buyers now expect the same level of personalization, ease, and omnichannel engagement they experience as consumers. As a result, no deal is guaranteed, and static sales processes are no longer sustainable. To succeed, sales teams must embrace agility, innovation, and technology like never before.

Despite the numerous and diverse challenges, smart sales efforts yield significant results. We know that leaders who implement a growth mindset in their actions are likely to achieve success. Those who outperform on growth invest more aggressively in digital-led transformations and AI. It helps them boost sales and marketing productivity. The statistics show us that those that master innovation excellence see an additional four-percentage-points-higher cumulative total shareholder return growth than their peers.

To gain a deeper understanding of how successful B2B sales organizations use technology to improve accuracy and speed, our team spoke with more than 70 commercial leaders around the world to learn how they propel above-market, sustainable growth. We found that growth leaders in B2B sales are using AI to find new pockets of growth both within their core business and beyond. Here are four ways they are achieving this:

1. Use AI to spot white space opportunities

The first step to consistent B2B selling success is to spot the right opportunities. By analyzing vast datasets, AI can help sales teams identify fast-growing niches, engage with customers more effectively through micro-segmentation, and surface valuable opportunities.

For example, with the right information and setup, AI-enabled tools can suggest possible white space markets for existing products, identify new verticals, or brainstorm product development opportunities to use distinctive technologies in adjacent spaces. If the company can identify areas for new investment and swiftly capitalize on them, the routes to success will be rapidly increased.

Likewise, machine learning enables companies to segment customers by analyzing attributes that influence sales, prioritizing key customer groups, and tailoring offers accordingly. These insights inform decisions such as how to personalize value propositions or prioritize leads – all crucial to effective sales. These new opportunities to offer specific products or services in tailored ways to targeted customers, delivered at scale, can have a significant impact. What’s more, with B2B sellers’ growing taste for consumer-like experiences, the ability to segment accurately and to a high degree of granularity will become increasingly key to success.

2. Leverage AI insights for customer targeting and prioritization

AI can also help identify which potential customers are most likely to respond well to an approach, improving the flow of SQLs into the system.

For example, when combined with external data sources, gen AI can create a granular view of a company’s market. This includes a robust map of potential customers, projected spend by product line, current share by customer, and detailed customer data (such as industry, subindustry, purchase trends of similar customers, and location). When integrated with a customer relationship management (CRM) system, this information can be transformed into qualified leads by an inside sales team, which can thenbe turned into sales opportunities. This can significantly expand the new customer pipeline.

However, this technology is still in its infancy. Many B2B sellers are in the early stages of using generative AI. Just 21% of commercial leaders report that their companies have fully enabled enterprise-wide adoption of gen AI in B2B buying and selling, and 22% have only piloted specific use cases. So, there’s work to be done – but the results could be significant.

3. Delight and keep customers with AI-enabled engagement

It’s not enough to just find new customers and opportunities, though – strong sales organizations focus on retention as much as acquisition. Beyond finding new customers, AI is key to helping companies delight and keep their customers. By identifying patterns in customer behavior, sales teams can proactively mitigate churn risks and deliver more value through personalized follow-ups, ensuring long-term relationships.

For example, AI can help address churn by examining several factors such as pricing, service, or product features, helping sales leaders understand the reasons behind customer churn and when it might occur. By deploying analytical methods, including sentiment analysis and behavioral data in customer interactions, companies can better anticipate the key drivers and levels of future churn across different markets, business lines, and individual customers. Equipped with this knowledge, they can identify and implement proactive measures for effective retention.

Retention also flows from positive customer experiences of the brand itself, whether in the marketing materials they receive or the speed with which they can access answers to their questions and challenges. AI-enabled content targeting and chatbot communications, for example, can rapidly help enhance these key customer engagement channels, moving away from broad-brush, one-size-fits-all approaches and unhelpful, nuance-lacking bots.

4. Recognize that AI isn’t just tech, it’s a lever for growth

Despite growing enthusiasm for AI and other digital technologies, only 20% of B2B sales leaders can point to a proven track record of consistently implementing tech to drive outsize growth. Many are still in the early stages, experimenting with AI but not fully unlocking its potential. However, the companies that commit to AI as a strategic enabler—rather than just another tool—are already pulling ahead.

The message is clear: AI isn’t just a competitive advantage; it’s becoming the foundation of modern B2B sales. Those who embrace it now will be the ones to define the next era of growth—identifying untapped markets, acquiring high-value customers, and bui

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B2B销售 人工智能 客户体验 增长
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