2026年营销归因现状

Building the Marketing Control Tower A Research Report byScott Brinker and Frans Riemersma Authors Scott Brinker,dubbed the “godfather of martech” byAd Age, has been analyzingmartech and its impact on marketing organizations for more than 17 years as theeditor of thechiefmartecblog. Previously, he served as VP platform ecosystemat HubSpot, and before that he was co-founder and CTO of ion interactive, apioneering no-code platform for creating interactive content. He authored thebest-selling bookHacking Marketingand co-authored the recent best-sellerThe New Automation Mindset. He holds graduate degrees in computer scienceand management from Harvard and MIT. He jointly produces theMartechMapmarketing technology landscape with Frans. Frans Riemersmais a marketing technologist, researcher, and advisor. Withover 30 years of consulting experience, he blends qualitative expertise withquantitative Martech data on stacks, vendors, and requirements, all consolidatedin a proprietary Martech Data Warehouse. These insights power industryreports and tailored benchmarks for global enterprises through his company,MartechTribe, which specializes in Martech research and benchmarking.Together with Scott Brinker, he produces theMartechMap, the definitiveoverview of the marketing technology landscape. Frans is the author ofA SmallBook on Customer Technology, co-author ofMarketing Tech MonitorandHelloFirstname, and a regular contributor to Martech.org and CMSwire. He frequentlylectures at Business Universities, Business Schools, and Chartered Institutes. Sponsors This report is sponsored byCaliberMind. Content Part I: The Shifting State of Attribution1 IntroductionIntroduction, RevisitedThe Technological Shift: Context EngineeringThe Organizational Shift: Value Engineering1235 8Part II: What Actually Works in Practice 8810The Outcomes: From Reporting to RevenueThe Focus Shift: Value over CreditThe Decision Shift: Proactive over Reactive 121214The Organization: Value Engineering as the Operating ModelThe Alignment Shift: Alignment over Automated DecisionsThe Capability Shift: Capability over Automation 161617The Architecture: Context Engineering as the OperatingFoundationThe Data Shift: Data Depth over Data DebtThe Technological Shift: Intelligent Translation over End-to-End Integration 19Part III: Cash over Coverage, according to theExperts Part I: The Shifting State ofAttribution Introduction Marketing attribution did not deliver on its promise.The promise was to showhowmarketing attributesto company outcomes and the bottom line. The promise itself was not false. It aimed to address one of marketing’sbiggest pains. But the language was off. Attribution spokeconversion. Theboard speaksrevenue. It was like asking for directions in Italy in Chinese. Goodluck. And so, in every round of budget cutsover the past decades, marketing wasfirst in line. An easy target, becausemissed opportunities do not show upon the balance sheet. The board onlyneeded to ensure they were safe untilthe next investor review. AS TOLD BY We built the case for attributionbecause we kept getting the samequestion: what impact is marketingactually having? We could say: ignorance is bliss. Charlotte Franco But the board will never know how much value was left uncaptured. How manyunpursued opportunities were killed, how much potential revenue was missed,how much unrealized market share growth slipped away, and how many newprofitable customer experiences were never delivered? We can only imagine the magnitude. Meanwhile, marketing has not gotten easier. Attribution has not gotteneasier. There is more data. More models. More technology. More channels.More touchpoints. More media. And now generative AI produces endlessdashboards and instant reports. If there is one word to describe the current state of marketing, it isfragmentation. But that is just a polite way of saying what often feels like atotal loss of control. Feel free to call itanarchy. Time to throw in the towel for marketing attribution, you ask? Not so fast. After interviewing successful companies in 2026 about how they applyattribution in today’s reality (AI madness, really), we began to see somethingdifferent. In the right hands, attribution does not function as mere conversiontracking or dashboard dazzle.It operates as connective tissue.It aligns teamsaround a shared understanding of the customer. It informs decisions that drivereal revenue. These companies are aligned. Their boards are listening. What stunned us was that in an era where AI generates insights instantly andat scale, disciplined attribution is not becoming less relevant. It is becomingessential. The secret these companies revealed could not be more timely. So perhaps we should start this introduction all over again. Because if we arehonest, the current opening sentence is far from ideal to begin a report onTheState of Marketing Attribution. So, here we go. Take two. Introduction, Revisited This may be on