人工智能在营销和销售行业的神话和现实（英文版）.pdf

RESEARCH REPORTTHE MYTHS & REALITIES OF AI IN MARKETING & SALESSURVEY REPORTSPONSORED BYWhen Jim Cramer, host of CNBCs Mad Money, recently stated that Artificial Intelligence (AI) is “like steroids for business,” and warned that businesses have to “jump on the bandwagon” to remain competitive, Wall Street and the investment community took notice and investments in AI-enabled technologies skyrocketed. AI is poised to fundamentally change businesses across industries by automating spreadsheet-level tasks that will free up time for more strategic-level thinking. This extends to the B2B sales and marketing world, where executives agree that AI will be “transformative” and a “game changer” for their businesses. However, many are moving too slowly to take advantage of readily available AI-powered applications, which are easily integrated into existing technology solutions. According to a new survey from Demand Gen Report, a majority of B2B marketing and sales executives believe that AI will have a significant impact on their ability to generate pipeline. A few of the key findings include:   67% of survey respondents said AI will either be hugely beneficial and/or transformative Nearly 80% feel a significant amount (more than 20%) of their current marketing and sales applications will be AI-powered by 2020 70% feel AI-powered applications will help to improve and accelerate the buyers journey by recommending next best actionsINTRODUCTIONThe Myths & Realities Of AI In Marketing & SalesYet, despite the high expectations surrounding the power of AI to impact sales and marketing, the survey revealed that only a small percentage of leaders are actively adopting AI-powered applications today. Illustrating this potential gap in AI adoption, the survey showed: Only 19% are currently using AI-powered applications Only 14% are prioritizing using AI-powered applications as a potential competitive differentiator Meanwhile, 49% were either “very interested” in AI or were confident AI can make apps more powerfulIn the following report, well break down the survey results to examine: Plans and timelines for deploying AI-powered applications; The factors that are holding back more rapid adoption of AI-powered applications; The areas of engagement where marketing and sales executives expect AI-powered applications to have the biggest payoffs; The areas of marketing and sales with the greatest potential to automate previously manual tasks; The marketing and sales applications with the greatest potential to incorporate AI-powered features and functionality; and The results/proof points marketing and sales executives are looking for in order to validate the impact of AI-powered applications on their business. The Myths & Realities Of AI In Marketing & SalesPREPARING FOR IMPACTThe survey showed high awareness of AI, as well as significant plans for rolling out AI-powered applications. Only 5% said they were not sure what AI is, while 33% said they had some knowledge, but still have a lot of questions. The remaining 62% of respondents were already educated and closer to moving on with AI, with 14% currently prioritizing AI-powered applications and 22% reporting that they were interested in how vendors are using AI to enhance current applications. However, 26% said they were unsure where/how to invest.WHICH OF THE FOLLOWING STATEMENTS BEST DESCRIBES YOUR CURRENT KNOWLEDGE AND AWARENESS OF AI-POWERED APPLICATIONS?ARE YOU CURRENTLY USING AI-POWERED APPLICATIONS WITHIN YOUR MARKETING AND SALES TECH STACKS?5%33%26%22%14%Not sure what AI isHave some knowledge of AI, but still have a lot of questionsConfident AI can help make my marketing/sales more powerful, but unsure how/where to investVery interested in AI and how vendors are making my marketing more powerful by enhancing current appsWe are prioritizing using AI-powered applications as a potential competitive differentiatorCurrently usingNo plans to use at this pointPlanning to deploy in next 12 months19%38%43%The Myths & Realities Of AI In Marketing & SalesAlthough AI-powered applications are already being successfully deployed and have a significant impact for many B2B organizations, many respondents still have fears around internal preparation and change management. These fears are slowing the adoption curve at some organizations. For example, of the respondents who said they had no plans to utilize AI-powered applications within the next year, the following factors were cited as reasons for holding off: 91% dont think their company is ready 60% feel its too complex, or they dont understand how it works 46% had a lack of trust in decisions being made without human oversight 42% feared a general lack of control, and 26% cited resistance from executive teamThe survey also uncovered some fears and misconceptions around perceived challenges for implementing AI-powered applications, with 37% pointing to internal processes not being ready, and 31% citing issues with integrating existing applications. While industry experts stress that current and accurate data is key to AI-powered applications delivering their desired outcomes, they point out that many core sales and marketing tech solutions are either already incorporating some AI-functionality, or have been developed for seamless integration with these new tools.FACTORS SLOWING IMMEDIATE AI ADOPTIONThe Myths & Realities Of AI In Marketing & SalesAIS BIGGEST POINTS OF IMPACTThe survey found little debate that AI will have a significant impact on marketing and sales, with 67% of respondents predicting advanced applications would be either “hugely beneficial” or “transformative,” and 24% expecting moderate benefit. Looking at the specific areas of the B2B engagement process, marketing and sales executives projected AI-powered applications will have a significant impact in personalizing digital “conversations” and creating a more contextual and relevant buyers journey. When ranking the biggest potential payoffs, automatic segmentation, targeting digital ads, personalizing web experiences and emails were all ranked by more than half of respondents.The Myths & Realities Of AI In Marketing & SalesPersonalizing website messagingPersonalizing 1:1 prospecting emails used by Sales53%50%WHAT DO YOU SEE AS THE BIGGEST POTENTIAL PAYOFFS OF AI-POWERED APPLICATIONS? (SELECT TOP 3)Targeting digital advertising with greater accuracy63%Recommending the next best action in the buyer journey73%Automatic segmentation62%While there has been some resistance to AI and machine learning eliminating jobs, respondents to the survey expressed more interest and enthusiasm in where the technology could support core revenue-influencing roles and traditionally manual tasks.Beyond looking specifically at the potential payoff on specific roles, respondents also provided a long list of traditionally time-consuming and manual tasks within the revenue cycle, which could be automated by AI-powered applications. The tasks listed in order of highest number of responses included: 11. Mapping content to the buyers journey10. Lead nurturing9. Identifying in-market buyers8. Web optimization7. Updating CRM data6. Sales follow-up5. Lead prioritization4. Building out contact lists within accounts3. Ad targeting2. Account selection1. Account research/insightsADDING AUTOMATION TO KEY REVENUE ROLES & TASKSThe Myths & Realities Of AI In Marketing & SalesWHICH ROLES WITHIN YOUR MARKETING AND SALES ORGANIZATIONS DO YOU THINK HAVE THE GREATEST POTENTIAL TO BENEFIT FROM AI-POWERED APPLICATIONS? (SELECT TOP 3)Customer ExperienceSales OpsSales DevelopmentWeb TeamsDigital MarketingDemand GenerationMarketing Ops40%32%31%12%56%61%45%THE APPLICATIONS THAT WILL BE POWERED BY AISince marketing automation is central to most marketing technology stacks, it is not surprising it ranked as having the greatest potential to incorporate AI-powered features and functionality.Marketing automation platforms were followed closely by: Predictive analytics solutions Account-based marketing solutions CRM platforms Sales enablement/development solutions, and Data management platformsThe Myths & Realities Of AI In Marketing & SalesWHICH APPLICATIONS DO YOU FEEL HAVE THE  GREATEST POTENTIAL WHEN IT COMES TO INCORPORATING AI-POWERED FEATURES AND FUNCTIONALITY?CRM platformsPredictive analytics solutionsMarketing automation platformsAccount-based marketing solutions15%22%30%17%Considering only 14% of B2B organizations have gotten ahead of the curve by using AI-powered applications as a differentiator and an advantage, its not surprising that peer influences and competitive forces were ranked as top factors that would likely accelerate adoption of AI-powered applications. Survey respondents cited ease-of use and affordability as the main external factors for increasing adoption of AI, followed closely by case studies of successful adoption by peers, and then by a risk of falling behind competition. Another response, which represented a more likely scenario for some slow movers, was pressure from customers and prospects for greater relevancy/customization. This is a likely scenario as buyers become used to the benefits of machine-learning-supported personalized recommendation experiences in their day-to-day interactions with brands like Amazon, Netflix and Spotify. THE PROOF POINTS PROPELLING AI ADOPTIONThe Myths & Realities Of AI In Marketing & SalesWHAT EXTERNAL FACTORS WOULD LIKELY INCREASE/ACCELERATE YOUR ADOPTION OF AI-POWERED APPLICATIONS?Risk of falling behind competition/not making pipeline goalsPressure from customers and prospects for greater relevancy/customizationOtherCase studies of successful adoption by peersEvidence that leveraging AI is easy and affordable25%28%15%31%1%The Myths & Realities Of AI In Marketing & SalesDemandbase is the leader in Account-Based Marketing (ABM). The company offers the only Artificial Intelligence-enabled, comprehensive ABM platform that spans Advertising, Marketing, Sales and Analytics. Enterprise leaders and high-growth companies such as Accenture, Adobe, DocuSign, GE, Grainger, Salesforce and others use Demandbase to drive their ABM strategy and maximize their marketing performance. The company was named a Gartner Cool Vendor for Tech Go-To Market in 2016. For more information, please visit demandbase or follow the company on Twitter Demandbase.INFODEMANDBASE415.683.2660INFODEMANDGENREPORT201.257.8528Demand Gen Report is a targeted online publication that uncovers the strategies and solutions that help companies better align their sales and marketing organizations, and ultimately, drive growth. A key component of the publications editorial coverage focuses on the sales and marketing automation tools that enable companies to better measure and manage their multi-channel demand generation efforts.The Impact Of AI-Powered Applications On B2B Marketing & Sales survey was conducted by Demand Gen Report between August and September 2017. The survey findings were based on 129 respondents, which represented a variety of roles and industries across B2B marketing and sales. Among the respondents, roles include marketing managers, sales operations, directors and CMOs.ABOUT THE SURVEY