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Show Results For
- All HBS Web
(6,184)
- People (3)
- News (1,318)
- Research (4,094)
- Events (13)
- Multimedia (77)
- Faculty Publications (2,827)
- 2023
- Working Paper
The Customer Journey as a Source of Information
By: Nicolas Padilla, Eva Ascarza and Oded Netzer
In the face of heightened data privacy concerns and diminishing third-party data access,
firms are placing increased emphasis on first-party data (1PD) for marketing decisions.
However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details
Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships
Padilla, Nicolas, Eva Ascarza, and Oded Netzer. "The Customer Journey as a Source of Information." Harvard Business School Working Paper, No. 24-035, October 2023. (Revised October 2023.)
- June 2023 (Revised September 2023)
- Simulation
Managing the Customer Journey Marketing Simulation: Adobe's Data-Driven Operating Model (DDOM)
By: Sunil Gupta, Rajiv Lal and Celine Chammas
Adobe started monitoring Annual Recurring Revenue (ARR), one of its primary metrics, when it shifted from selling its software in a box to selling the software as a subscription-based cloud service. They wanted to know when, where, and how much to invest in marketing.... View Details
- 2013
- Tool
Harvard Business Review's Go to Market Tools: Customer Lifetime Value
By: Thomas Steenburgh and Jill Avery
How much are your customers worth? Has your marketing budget been slashed? Need to figure out the best place to invest your time and effort to reach your growth target? HBR's Go to Market Tool helps calculate your customer's lifetime value, allowing you to prioritize... View Details
Keywords: Quantitative Analysis; Tools; Customer Lifetime Value; Customer Defection; CRM; Customer Relationship Management; Marketing; Marketing Strategy; Customer Focus and Relationships
Steenburgh, Thomas, and Jill Avery. Harvard Business Review's Go to Market Tools: Customer Lifetime Value. Tool. Harvard Business Review Press, 2013. Electronic.
- March 13, 2023
- Article
Sales Teams Need to Stop Focusing on the Customer Funnel
Understanding where customers are, how they navigate streams in your market, and how to interact with them in a given stream is now central to crafting a good customer experience, and that has implications. Among other things, companies need to shift from thinking... View Details
Keywords: Customer Experience; Customer Value and Value Chain; Customer Relationship Management; Consumer Behavior
Cespedes, Frank V. "Sales Teams Need to Stop Focusing on the Customer Funnel." Harvard Business Review (website) (March 13, 2023).
- Article
The Magic That Makes Customer Experiences Stick
By: Stefan Thomke
Why do some customer experiences have that magical "wow" factor, making them all destined for success, while others get few, if any, enthusiastic customer responses? How would we "design" a great customer experience? These are some of the questions that the article... View Details
Keywords: Customer Experience; Emotion; Innovation; Experimentation; Storytelling; Customer Satisfaction; Emotions; Design; Innovation and Invention
Thomke, Stefan. "The Magic That Makes Customer Experiences Stick." MIT Sloan Management Review 61, no. 1 (Fall 2019).
- Article
How B2B Companies Can Win Back Customers They've Lost
By: Frank V. Cespedes and León Poblete
Most research and training in sales focus on acquiring new customers. But winning back previous customers is increasingly important: mergers, choice in supply chains, and uncertainty about trade wars mean that B2B customers are constantly re-evaluating relationships... View Details
Cespedes, Frank V., and León Poblete. "How B2B Companies Can Win Back Customers They've Lost." Harvard Business Review (website) (June 3, 2019).
- September 2022
- Case
Pointillist: Building a Business in Customer Journey Analytics
By: David C. Edelman
Growth challenges in building a SAAS business using AI for Customer Experience analysis. View Details
Edelman, David C. "Pointillist: Building a Business in Customer Journey Analytics." Harvard Business School Case 523-026, September 2022.
- March 2003
- Background Note
Customer Migration and Customer Types
By: Das Narayandas
Describes the evolution of customer relationships using the price vs. cost-to-serve matrix. View Details
- July 2017
- Teaching Note
Designing Transformational Customer Experiences
By: Stefan Thomke
Keywords: Customer Experience; Design; Exercise; Learning By Doing; LEGO; Storytelling; Transformation
- March 2018
- Article
In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions
By: Eva Ascarza, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost and Rom Schrift
In today’s turbulent business environment, customer retention presents a significant challenge for many service companies. Academics have generated a large body of research that addresses part of that challenge—with a particular focus on predicting customer churn.... View Details
Ascarza, Eva, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost, and Rom Schrift. "In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 65–81.
- Research Summary
Customer Intelligence
- Data and Reality Mining for Business Applications
- Business Value of Social Networks
- Customer Behavior Patterns
- Analitical Customer Relationship Management
- March 2020
- Article
The Role of Numbers in the Customer Journey
By: Shelle Santana, Manoj Thomas and Vicki Morwitz
At each stage in customers’ journeys, they encounter different types of numeric information that they process using different judgment strategies. Relevant numbers might include budgets, price, product attributes, product counts, product ratings, numbers in brand... View Details
Keywords: Numbers; Heuristics; Numerical Cognition; Pricing; Customer Journey; Information; Consumer Behavior
Santana, Shelle, Manoj Thomas, and Vicki Morwitz. "The Role of Numbers in the Customer Journey." Journal of Retailing 96, no. 1 (March 2020): 138–154.
- Web
Custom Programs
A learning experience built around your business goals. HBS helps you design customized learning experiences that transform individual leaders, teams, and organizations. Our expert team will partner with you to codesign learning... View Details
Transforming Customer Engagement
Against a backdrop of intensifying competition, rising labor costs, and ascending customer expectations, companies are actively seeking ways to do more with less – for example, compelling customers to take on new roles in the value creation process. And, when... View Details
- November 2011
- Case
Comfort Class Transport: Does Customer Service Need an Overhaul?
By: Michael J Roberts and Paul E. Morrison
The general manager of a chauffeured limousine transport company is concerned about underperformance at the company's customer service call center. The eight-person call center handles almost all customer interaction including discussing company services with... View Details
Keywords: Capacity Utilization; Supply ＆ Demand; Operations Management; Customer Service; Management; Demand and Consumers; Service Operations; Order Taking and Fulfillment; Performance Capacity; Customer Satisfaction; Transportation Industry
Roberts, Michael J., and Paul E. Morrison. "Comfort Class Transport: Does Customer Service Need an Overhaul?" Harvard Business School Brief Case 114-374, November 2011.
- Research Summary
Understanding Customers
In conventional business case studies, protagonists almost never have the option of stepping back to seek a new understanding of the customer. But to be effective in practice, managers need both the self-assurance and ability to initiate and pursue, with rigor and... View Details
- 30 Jan 2020
- Research & Ideas
The Upside of Highlighting a Product's Downsides
When booking an international flight, the choice often comes down to “expensive but direct” or “cheap with connections.” But what if an airline warned customers that the direct flight was frequently delayed? Would customers appreciate knowing that they might spend more... View Details
Keywords: by Danielle Kost
- 2012
- Module Note
Endeavouring Towards Customer Satisfaction: A Case Study of TVS Motor Company Ltd.
By: Shashank Shah and Shashank Shah
- August 2002
- Background Note
Customer Benefit Stack
By: Das Narayandas
Describes a process to understand customer benefits created in industrial markets using the metaphor of a customer benefit stack. View Details