XM (Experience Management)

What is XM (Experience Management)?

Experience management (XM) is the discipline of measuring and improving how people experience your business. It brings together what guests and employees tell you, through surveys, reviews and conversations, with what your systems record, and turns that combined picture into decisions.

For a restaurant group, XM answers practical questions. Why did satisfaction drop at three locations last quarter? Which parts of the delivery experience drive one-star ratings? Do locations with more engaged teams also earn better reviews? An XM program gives each of those questions an owner and a routine.

The term overlaps with guest experience, which is the experience itself, and with voice of the customer, which focuses on listening to guests. Experience management is the wider discipline that includes both, along with the employee, product and brand experiences that shape them.

How experience management works

Experience management runs as a continuous cycle. Each stage feeds the next, and the cycle repeats at every level of the organization, from a single location to the leadership team.

1. Listen. Collect feedback from guests and employees across every channel and location, and connect it to operational data.
2. Analyze. Find the themes, trends and drivers that explain changes in scores and behavior.
3. Act. Follow up with individual guests, give teams what they need, and fix the causes of recurring problems.
4. Measure. Check whether the actions changed the experience, then repeat the cycle.

X-data and O-data in experience management

Qualtrics framed XM around two kinds of data. Experience data, or X-data, describes how people feel, such as a satisfaction score or a review comment. Operational data, or O-data, describes what happened, such as sales, ticket times, staffing and order accuracy.

Neither tells the full story alone. A drop in sales (O-data) at one location could have many causes, while a rise in comments about long waits (X-data) at the same location, alongside longer ticket times, points directly to the cause.

An experience management example

Consider a hypothetical 25-location casual dining group. Its XM lead notices that NPS at six locations fell over two months, and the comments mention slow service at dinner.

Operational data shows that the same six locations lost several experienced servers during that period, and the group's quarterly employee survey shows lower engagement there. The XM council treats it as one problem with an employee cause, and operations adjusts scheduling and training at those six locations.

The next quarter's review tracks NPS, slow-service mentions and server turnover at the six locations against the other 19. That comparison tells the group whether the change worked, which is the point of the measure stage.

The four experiences in experience management

Qualtrics introduced XM with four core experiences: customer, employee, product and brand. The framework is useful for restaurant groups because each experience has a clear owner and its own signals.

Customer experience management

Customer experience is the part most restaurant groups start with. It covers the full guest journey, from discovering a location to eating and receiving a follow-up, and draws on voice of the customer programs that collect and organize what guests say.

Employee experience management

Employee experience covers how your team feels about working for you. Restaurant groups usually measure it with short engagement surveys and employee NPS, alongside turnover and absence data by location.

The link between employees and guests is well established in service research. In "Putting the Service-Profit Chain to Work" (Harvard Business Review, 1994), James Heskett and colleagues argued that employee satisfaction drives service quality, which in turn drives customer loyalty and profit.

Product experience management

Product experience covers what guests buy and how they buy it. For a restaurant, that includes menu items, recipes, portion sizes, packaging for off-premise orders and digital channels such as your app, website and kiosks.

Brand experience management

Brand experience covers how people perceive you, including people who haven't visited yet. It draws on brand tracking surveys, social listening and brand health measures, and it connects marketing promises to what guests actually find at your locations.

Experience management vs. CX vs. CRM

These terms are often used interchangeably, and each describes a different part of the picture. Knowing where they overlap helps you decide which teams and systems belong in your program.

CRM and XM are most powerful together. A unified guest profile that links a guest's visits and orders to their feedback lets you see, for example, whether guests who complained about delivery later stopped ordering.

Experience management metrics

An XM program uses a small set of core metrics, read alongside comment themes and operational data. Choosing one primary metric per experience keeps reporting simple and comparable across locations.

Scores are most useful when they explain behavior. Tracking whether guests with low scores return less often, or whether locations with high eNPS earn better reviews, shows which metrics actually predict results for your brand.

How to run an experience management program

A restaurant group's XM program needs structure more than software. The steps below follow the order most multi-location groups use when they formalize their program.

1. Define the goal. Agree on what the program should improve, such as repeat visits, ratings or team retention, and which experiences it covers first.
2. Choose core metrics. Pick one primary metric for each experience in scope, and keep the scale and timing consistent across locations.
3. Connect the listening posts. Bring surveys, reviews, delivery ratings, messages and employee surveys into one place, tagged by location and channel.
4. Build a shared taxonomy. Tag every comment by topic, such as food quality, speed, accuracy, staff and cleanliness, so themes compare across locations.
5. Close the loop. Give location managers a fast way to follow up with guests, and route recurring themes to owners through closed-loop feedback.
6. Review and act on a cadence. A monthly XM council reviews themes, assigns owners and checks whether last month's actions worked.
7. Share results widely. Location-level reports and recognition for improving teams keep frontline staff engaged in the program.

Who owns experience management in a restaurant group

Ownership usually sits with a guest experience, insights or operations excellence lead. Because XM spans guests, employees, the menu and the brand, a cross-functional council with operations, people, culinary, marketing and technology leaders decides what to act on.

Limitations of experience management

• Survey fatigue. Guests and employees who are asked too often respond less, and the remaining answers become less representative.
• Scores without context. A single score tells you something changed, while the comments and operational data explain why.
• Measurement without action. Programs that report scores but never assign owners lose credibility with teams quickly.
• Vendor framing. XM was popularized by a software company, so some definitions emphasize what a platform can measure over what teams can change.
• Hard-to-prove impact. Linking experience improvements to revenue requires careful comparison over time, since many factors move sales at once.

How to improve experience management

The most effective improvements make feedback faster to act on. Routing low scores to the location manager within hours, and giving them authority to resolve the issue, often does more for guests than any new metric.

Connecting experiences multiplies the value of each. When employee survey results sit alongside guest feedback and operational data, you can see whether a staffing or training issue explains a drop in guest scores, as in the example above.

AI can take on much of the routine work. AI agents can tag comments, summarize themes by location and draft replies, which gives your XM team more time for analysis and decisions.

Mapping where each signal comes from also helps. A guest journey map shows which stages of the experience have feedback coverage and which are blind spots, such as the pickup shelf or the delivery handoff.

Best experience management tools for restaurants

Choosing an XM tool depends on how many experiences you plan to cover and how your teams work. Restaurant groups usually look for coverage of surveys, reviews and delivery ratings, location-level reporting, comment tagging by topic, and a fast route from a low score to the manager who can act.

Enterprise XM platforms tend to cover employee and brand research in depth, while restaurant-focused tools concentrate on guest feedback and follow-up at each location. Comparing them against your own channels and locations, and reading Momos's comparison of Momos and Qualtrics, will help you choose.

Common experience management mistakes

• Measuring everything at once. Launching surveys for every experience on day one creates more data than teams can act on.
• Leaving employees out. Guest scores often fall for reasons that start with staffing, training or morale, which employee feedback reveals.
• Treating the score as the goal. Teams that chase a number may pressure guests for high ratings, which distorts the data the program depends on.
• Keeping insights at head office. Location managers need their own feedback, in a format they can use during the week.
• Ignoring operational data. Feedback without ticket times, staffing and order data makes root causes much harder to find.
• Skipping the follow-through. A council that assigns owners but never checks results turns the program into a reporting exercise.

History of experience management

The ideas behind experience management are decades old. In 1994, James Heskett, W. Earl Sasser Jr., Leonard Schlesinger and colleagues described the service-profit chain in Harvard Business Review, linking employee satisfaction to customer loyalty and profit.

In 1998, B. Joseph Pine II and James H. Gilmore's Harvard Business Review article "Welcome to the Experience Economy" argued that experiences are a distinct economic offering. In 2003, Columbia Business School professor Bernd Schmitt published Customer Experience Management, which set out a five-step process for managing the customer experience.

The same year, Fred Reichheld introduced the Net Promoter Score in Harvard Business Review's "The One Number You Need to Grow". Through the 2000s, enterprise feedback software spread, and "customer experience management" came into common use as a name for the practice.

The term "experience management" and the abbreviation XM were popularized by Qualtrics. In March 2017, the company launched its XM Platform, presented it as the first platform for a new experience management category, and organized it around four core experiences: customer, employee, product and brand.

In November 2018, SAP announced it would acquire Qualtrics for $8 billion, with SAP describing the deal as combining Qualtrics's experience data with its own operational data. The acquisition brought the XM label into wide use, and other feedback vendors, including Medallia, adopted it to describe their platforms.

In 2020, Qualtrics launched the XM Institute, led by former Forrester analyst Bruce Temkin, as a resource for experience management professionals. Today the term describes the broader discipline as well as the software that supports it.