Unlocking the Power of Post-Event Analytics: Strategies for Maximizing Event ROI in 2024 and Beyond

The importance of post-event data analysis in the dynamic field of event management cannot be emphasized. As a painstakingly prepared event comes to an end, there is a wealth of important data that needs to be explored. This data might reveal previously undiscovered insights and completely change how event plans are developed in the future. For event planners and organizers looking to take their projects to the next level, the capacity to utilize post-event data becomes a critical strategic requirement in this age of technological advancement and digital connection.

Success at an event comes down to the capacity to grow and change as much as perfect execution. Using post-event data, we can examine every aspect of an event and get a detailed picture of the attendees’ behavior, preferences, and engagement patterns. These insights from data become the compass that points event planners toward elusive optimization, allowing them to optimize every facet of their strategy for better results.

Value Of Data-Driven Insights In Enhancing Future Event Planning And Execution

The shift from traditional event planning to a data-centric strategy is necessary and a choice in a world where analytics and information are king. The ability of data-driven decision-making to correct previous errors and proactively influence the course of future occurrences emphasizes its importance. Post-event data provides an overview of the influence of an event, ranging from social media sentiment analysis to attendance demographics and engagement metrics. This information helps planners make decisions that will appeal to their target audience.

The multiple significance of using post-event data to optimize event plans is explored in this essay. We will show the role that data-driven insights play as pivots in the never-ending cycle of planning, execution, and improvement by looking at actual cases and industry best practices. The dynamic field of event management demands constant adaptation, and those who seize the opportunity to utilize post-event data to shape their events into unforgettable experiences that surpass anticipations are the real masterminds behind success.

Why does event data matter?

The importance of event data in the dynamic field of event management cannot be emphasized. Strategic decision-making depends heavily on event data, which gives planners vital information on the effectiveness and impact of their events. Event planners may obtain a comprehensive insight into attendee behavior, engagement levels, lead generation efficacy, and income earned by carefully analyzing important metrics and key performance indicators (KPIs).

We will examine the many dimensions of event data, key performance indicators, benchmarking, and the revolutionary potential of artificial intelligence (AI) in event strategy optimization in this comprehensive review.

Key Metrics and KPIs to evaluate event performance

Here key metrics and KPIs are outlined to evaluate event performance, such as attendance numbers, engagement rates, lead generation, and revenue generated. Let’s look at these in detail:

1. Attendance Numbers

Monitoring attendance is essential for determining an event’s overall performance and reach. Beyond only headcounts, it gives organizers information about participant origins, demographic trends, and how to sell their next event in the best possible way.

2. Engagement Rates

Determining how well attendees are engaged with the material, activities, and overall event experience is essential. Metrics like session attendance, booth visits, and interactions with event applications may determine the elements that struck a chord with the audience the most.

3. Lead generation

Since events are excellent venues for generating leads, measuring the volume and quality of leads produced is critical. Lead acquisition techniques for subsequent events are refined by assessing lead conversion rates and post-event follow-up data.

4. Revenue Generated

Events should not just be about making lasting impressions but also about increasing revenue. Organizers may optimize their monetization strategy by tracking the income earned from ticket sales, sponsorships, and merchandising. This gives a clear picture of the return on investment.

Importance Of Benchmarking Against Previous Events And Industry Standards To Gauge Success

Comparing your event to past experiences and industry norms is like having a compass in the wide ocean of event planning. Organizers may spot patterns, define areas for development, and refine tactics for upcoming events by comparing attendance, engagement, and income indicators with past data. Additionally, benchmarking against industry standards gives organizers a more comprehensive perspective and aids in their understanding of industry best practices and their competitive position.

Event planners may set reasonable objectives, monitor advancement, and adjust tactics to keep on top of trends by setting benchmarks. For example, if an event’s attendance figures persistently fall short of industry standards, marketing approaches, price plans, or the event’s general posture may need to be reassessed.

Using Artificial Intelligence To Put On Better Events

The use of artificial intelligence in event management procedures has proven to be a game-changer as technology develops further. AI systems can evaluate enormous information at previously unheard-of rates, giving event planners predictive analytics and real-time insights.

By evaluating attendee preferences and customizing content recommendations, AI-driven technologies may improve personalization. AI-powered chatbots make it easier to communicate with attendees during events, answering their questions and improving the whole experience. Predictive analytics may also help with scheduling, allocating resources optimally, and even anticipating problems before they happen.

In the ever-changing field of event management, event data functions as the compass, benchmarking as the map, and artificial intelligence as the cutting-edge navigation system. Event planners may assess historical performance and proactively direct the path toward producing more memorable, captivating, and profitable events in the future by utilizing data-driven insights. The combination of data, benchmarking, and artificial intelligence (AI) is set to alter the fundamentals of event excellence as we enter the era of intelligent event management.

How Event Analytics Can Help?

The methodical examination of data produced both during and after an event is known as event analytics, and it’s a potent tool that may greatly influence how well future events go and can be improved.

Event professionals may assess the efficacy of initiatives, obtain insightful information about attendee behavior, and make data-driven decisions to optimize overall event success by utilizing a variety of analytical tools and approaches. Let’s see how the event analytics help:

1. Understanding Attendee Behavior

With the help of event analytics, organizers may gain a thorough understanding of attendee behavior and explore important aspects including session attendance, booth visits, and interactions with event materials. Event planners can now recognize trends, inclinations, and high-engagement zones thanks to this comprehension, which goes beyond mere attendance figures. Event planners may customize the next events to the unique requirements and preferences of their audience by examining the behavior of previous attendees.

2. Improving Engagement Strategies

Analytics are useful for evaluating the effectiveness of different engagement tactics used at an event. Using indicators such as social media interactions, app usage, and session participation, organizers may determine which aspects of the event were most popular with participants. This data is essential for improving content distribution, fine-tuning engagement techniques, and elevating the entire event experience.

3. Evaluating Marketing Effectiveness

When evaluating the success of marketing initiatives, event analytics are essential. The effectiveness of promotional programmes may be evaluated by organizers by monitoring key performance indicators (KPIs) including social media impressions, click-through rates, and conversion rates. This knowledge is crucial for streamlining budget allocation, maximizing marketing techniques, and making sure that advertising campaigns reflect the tastes of the target market.

4. Enhancing Lead Generation and Conversion

Analytics may offer in-depth information about the type and volume of leads created for events that centre around lead generation. Organizers may improve lead generation tactics through the examination of lead conversion rates, follow-up engagements, and post-event activities. This data-driven strategy aids in efficiently nurturing leads, customizing follow-up messages, and eventually raising the conversion rate of leads into partners or customers.

5. Real-time Decision-Making

Combined with real-time data processing, event analytics enable organizers to make well-informed decisions quickly. This capacity to quickly modify schedules, content distribution, or resource allocation based on real-time participant input and engagement data makes it especially useful during the event itself. With real-time analytics, event planners can make sure that problems are resolved quickly and that attendees have the best possible experience.

With the use of event analytics, organizers may improve tactics, obtain practical insights, and produce events that not only live up to but significantly beyond the expectations of attendees. To fully realize the potential of their events and maintain success in the fast-paced and cutthroat field of event management, event planners must integrate analytics into their operations as the industry continues to change.

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Principles of Event Data Analytics

The systematic analysis of data created before, during, and following an event is the basis of event data analytics, a dynamic and revolutionary methodology. Following the fundamental guidelines that direct the gathering, analysis, and use of event data is crucial to realizing the process’s full potential.

These guidelines not only guarantee the efficient use of insights but also aid in the ongoing enhancement of subsequent occurrences.

1. Define Clear Objectives and Key Metrics

Start by outlining the event’s goals in detail and selecting key performance indicators (KPIs) that support them. Well-defined goals and KPIs lay the groundwork for focused data gathering and analysis, regardless of the focus—attendance, engagement, lead generation, or income.

2. Comprehensive Data Collection

To obtain a comprehensive picture of the event’s impact, gather data from a variety of sources. This covers booth visits, post-event surveys, social media interactions, attendance at sessions, and attendee registrations. Thorough data gathering guarantees that different parts of the study are covered, for a more nuanced evaluation of the event’s performance.

3. Real-time Monitoring and Analysis

Adopt real-time monitoring so that you may examine data as it is being created at the event. This gives event planners the ability to quickly resolve problems, make necessary modifications, and enhance attendees’ experiences in real-time. Event management becomes more agile with the help of real-time analysis, which makes the strategy more flexible and responsive.

4. Audience Segmentation

Take note of the audience’s variety and divide the data appropriately. Through the analysis of data about attendee demographics, preferences, and behaviors, organizers can customize their approaches for various audience segments. By using a customized approach, engagement is increased and event offerings are made to appeal to a wide range of attendee profiles.

5.Benchmarking and Comparative Analysis

Compare event data to industry norms and earlier iterations of the same event. To assist organizers in comprehending patterns, pinpointing areas for development, and gauging success against pre-established benchmarks, comparative analysis provides context for performance measures. This idea aids in the continuous improvement of event strategy.

6. Data Security and Privacy

Give these issues top priority during the whole data analytics process. Implementing strong security measures, following rules, and upholding ethical standards are essential in light of growing concerns about data privacy. Building confidence and protecting the event’s reputation requires guaranteeing the confidentiality and integrity of participant data.

7. Iterative Analysis and Continuous Improvement

Consider event data analytics as a process that is iterative as opposed to a singular occurrence. Analyse stats, insights, and comments regularly. Use the results to guide future event enhancements. This idea promotes a culture of continual development by viewing every occurrence as a chance to enhance plans in light of the knowledge gained from past mistakes.

Benefits of Event Data Analytics

Numerous advantages provided by event data analytics are crucial for improving the organization, performance, and general success of events. Event planners may optimize plans, make well-informed decisions, and provide guests with more memorable and captivating experiences by utilizing data. The following are some main advantages of event data analytics:

1. Informed Decision-Making

The insights that event data analytics offers organizers form the basis of well-informed decision-making. Organizers may make informed decisions about content, marketing tactics, and resource allocation by examining attendee behavior, engagement metrics, and other performance indicators. This allows them to make sure that every element of the event meets the expectations and preferences of the attendees.

2. Enhanced Attendee Experience

Organizers may customize the event experience to cater to the individual demands of their audience by using data analytics to comprehend the preferences and behavior of attendees. Attendees have a more fulfilling and engaging experience when personalized content suggestions, targeted messages, and well-placed interactive components are included.

3. Optimization of Marketing Strategies

Analyzing event data is essential for determining how successful marketing campaigns are. Event planners may evaluate the effectiveness of advertising efforts by monitoring key performance indicators (KPIs) including social media interactions, click-through rates, and conversion rates. This knowledge facilitates the optimization of marketing plans and more effective budget allocation and guarantees that advertising campaigns are well-received by the intended audience.

4. Improved Engagement Strategies

By examining engagement analytics, organizers may determine what topics participants are most interested in. Organizers may improve their engagement methods by analyzing data on session attendance, booth visits, and interactions with event materials. Attendee engagement and happiness are raised by this iterative process of improvement, which also improves the overall quality of the activities and content.

5. Measurable ROI

Using event data analytics helps organizers calculate the ROI more precisely. Using money earned, cost per lead, and other financial data, event planners can evaluate the event’s economic effect. This data is essential for supporting investments, proving value to stakeholders, and directing budgetary decisions in the future.

Event-Based Analytics Platforms and Event Data Analytics Tools

Platforms for event-based analytics are all-inclusive systems made to record and analyze data produced during occurrences. These real-time solutions give organizers instantaneous information into the behavior of attendees, engagement indicators, and the overall success of the event. Event-Based Analytics Platforms’ salient characteristics comprise:

1. Real-Time Monitoring:

As the event progresses, organizers can keep an eye on participant interactions, session attendance, and other pertinent data thanks to these systems’ real-time monitoring features. During the event itself, real-time information allows for swift modifications and optimizations.

2. Comprehensive Data Integration:

Typically, event-based analytics solutions interface with a range of data sources, such as social media platforms, mobile apps, registration systems, and on-site technology. This thorough integration guarantees that information from many channels is combined for a full analysis.

Predictive Analytics: Predictive analytics is a tool used by certain sophisticated event-based analytics platforms to forecast attendance, spot trends, and foresee possible problems. Having this capacity to see ahead enables organizers to anticipate problems and adjust their event plans in real time.

Event Data Analytics Tools

A variety of programmes and devices are referred to as “event data analytics tools” as they are made to evaluate event data and produce useful insights. These tools could provide a more all-encompassing method of data analysis, or they might focus on certain facets of event analytics. Among the essential features of event data analytics tools are:

1. Data Visualization:

Organizers may convert raw data into comprehensible charts, graphs, and reports by utilizing the powerful data visualization capabilities that are frequently included in event data analytics tools. Visualization improves data understanding and makes insights easier to communicate.

2. Segmentation and Profiling:

With the use of these technologies, event planners may divide up participant data according to a range of factors, including interests, involvement levels, and demographics. The ability to segment and profile data allows for focused analysis and aids in understanding the varied demands of the audience by organizers.

3. Benchmarking:

A common feature of Event Data Analytics Tools is integration with Customer Relationship Management (CRM) systems, which ensures the seamless transfer of insights to CRM platforms, facilitating lead management, personalized communication, and post-event engagement strategies.

How to Use Data Analytics in Event Planning and Management

Event data is an incredible tool for delivering incredible results to manage events successfully in the future as well, one should be able to identify the strength of the event and different aspects that require improvement to develop a supreme strategy for delivering successful events consistently. Let’s see how we can use data analytics to plan and manage the events in the following three stages. Will this also help in achieving our goals, let’s discuss below:

1. pre-event planning

The first stage is pre-event planning, which means the things that you need to manage before the event takes place. So let’s look at these things now:

a. Audience segmentation:

During the pre-event planning, you must break down the audience into proper segments. Audience segmentation is necessary to understand your target audience’s demographics, preferences, and behavior patterns so you can create events that resonate with the audience. Audience segmentation allows you to craft tailored experiences for multiple events and with this, you can be sure that every attendee feels seen and valued.

b. Budget Optimization

In budget planning, you can make use of event-based analytics platforms strategically. Analyzing historical event data will help in forecasting expenses and allocate the budget resources effectively. The budgets are distributed precisely for individual events when event-based platforms are used, maximizing resources for maximum impact and an impressive return on investment. Data-driven investments help event planners who want to keep costs down without sacrificing quality must optimize their budgets.

c. Goal Setting

Define your event objectives precisely, and select the relevant KPIs that will help you measure the achievement of the set goals. Apply data analytics to find practical metrics for every event given the previous performance and the industry standards.

d. Marketing Strategy:

Integrate data analytics into a marketing strategy to create a cohesive approach to the audience. Take advantage of customer relationship management (CRM) systems, social media analytics, and website analytics to keep an eye on interaction metrics, evaluate campaign progress, and revise marketing methods.

2. Planning During The Event

The next stage is planning during the event where things should be managed during the event so the audience can resonate with the event and you can achieve your goals. Let’s see how planning during the event can be successful.

a. Attendee Engagement Tracking

The moment-to-moment pulse of your event is revealed in the attendee engagement experience that you should track. You can get some clues about the user behavior while your event is going on. Tracking interactions, measuring campaign performance, and adopting dynamic strategies in real-time keep you interacting with the user flow authentically. This real-time interactivity gives even a static event a whole new dimension of dynamism – by responding instantly to the ever-changing needs and desires of the audience.

b. Session Optimization and Popularity

Spot trends and preferences right then and there. Consequently, this has an immediate impact on the current event and becomes a blueprint for future events. This thoughtful approach guarantees that your events will be up-to-date and enduring. With data analytics, you can evaluate the popularity of the session and adjust the session schedules, user capacities, and content delivery depending on the preferences and behavior patterns of the attendees.

c. Resource Management

The resource allocation and logistics are optimized through real-time insights from the data. Keep an eye on workshop capacity, traffic flow, and resource consumption to ensure smooth event operations and better experiences for the attendees.

3. post-event planning

Once the event is over there are a lot of things to work on. Let’s look at these:

a. Performance Evaluation:

Perform a large-scale post-event analysis, with the application of data analytics, to assess the event performance based on the predefined indicators. Have a look at attendance numbers, session engagement rate, lead generation metrics, and revenue generated to determine event success as a whole.

b. Post-Event Surveys and Feedback

Once the event is over, use this data to create and implement a customer survey to collect attendee feedback. They offer a deeper insight into the experiences of attendees, that goes beyond just the numbers. This very essence serves as the foundation for perfecting strategies, enriching future events, and eventual achievement of a successful endeavor.

Analyze post-event surveys, feedback forms, and social media posts to get insight into attendee satisfaction levels and where the gains should be made. Establish patterns and trends from feedback data so that decisions for future event planning can be based on them.

c. Assessing Overall Event Success

Employ event data analytics software aggregating key performance indicators post-event. Measure the effectiveness of marketing techniques, the attendee engagement, and the event accomplishment towards the event objectives. Those are not just numbers; they are actionable, meaning they will help you to develop your future decisions and strategies.

d. ROI Calculation:

To ensure that your event reaches a profitable position, evaluate the return on investment (ROI) by comparing how much was spent to how much you have earned and what other measurement outcomes can be counted as income. Implement data analytics to monitor the cost per lead, customer acquisition cost, and revenue attribution to be able to assess the event’s overall performance.

e. Continuous Improvement:

Make use of data-driven intelligence to know where your event planning and management processes are working and not working. Integrate the lessons gained from previous incidents to improve event plans, budget utilization, and future success.

Challenges and Considerations

Event analytics brings forth myriad prospects but also has some challenges. Overcoming these barriers in a novel way opens the door to fully using the data possible. Below are some common challenges and considerations that event planners need to navigate:

1. Data Privacy and Security:

The security of the data in the event is the number one priority for event analytics. Securing the privacy and security of attendees’ data goes beyond just complying with the law but also it’s a confidence-building measure.

Participants should be provided to be confident that their details are handled with due care and privacy. Establishing robust data privacy features, specifically, using data encryption protocols and access controls, will build trust among the participants. This will help in creating closer relationships and loyalty.

2. Integration with Existing Systems:

Ensuring a smooth integration of event analytics with current systems is however a major impediment. Meaningful synchronization of platforms and technologies, including event apps, along with registration databases, and CRM systems, needs critical planning and management.

The end goal is a unified ecosystem where data flows effortlessly between the different points of contact, giving a full view of attendee engagement behaviors and preferences. Through implementing integration standard procedures and use of interoperable tools companies can better utilize data and improve event experiences.

3. Ensuring Data Accuracy and Reliability

The accuracy of event data is the critical factor that affects managers’ decision-making and performance assessment. Organizers develop reliable metrics and analytics to monitor the event’s performance and highlight the need for improvement. Nevertheless, the problem is the establishment of reliable data accuracy, especially in a situation of great complexity where sources of data are numerous and variables numerous.

It encompasses data collection methods that are robust, standards for rigorous quality control, and continuous monitoring to prevent the occurrence of errors and discrepancies. Through the development of advanced analytics tools, as well as rigorous data validation methods, event planners can elevate the reputation and quality of their data, providing them with guaranteed access to reliable and trustworthy data.

Unlocking the full potential of event analytics requires acknowledging and overcoming these difficulties. These challenges present chances for creativity and advancement rather than acting as deterrents. Organizations may effectively accomplish their strategic goals, improve attendee experiences, and generate insightful insights from event analytics by proactively managing risks and optimizing data management procedures.

Best Strategies To Implement For Maximizing Event ROI In 2024 And Beyond

In today’s fast-paced business world, events are vital for creating brand awareness, cultivating customer relationships, and acquiring leads. Nonetheless, as the prices for hosting occasions go up, it becomes necessary for the organizations to seek the best ROI, so they can be sure that each dollar spent is translated into a tangible result.

Let’s shed light on strategies for getting the most out of events with ROI in 2024 and further, consider the trends and technologies transforming the events industry.

1. Define Clear Objectives:

Before each event, you should define clear and concise goals that will be in line with your company’s overall goals. Whether the aim is to generate leads, get some brand awareness, or sell, be specific in the objectives of your event so as to guide your event strategy as well as measure your success.

2. Leverage Data Analytics:

Data analytics performs a prominent role in optimizing the event ROI through the provision of useful insights on attendee behavior, likes, as well as engagement levels. Through efficient use of data analytics, organizers can measure their performance using attendance rates, session participation, and lead generation, which will consequently decide the areas for improvement and facilitate a better organization of future events.

3. Use Social Media as a Promotional Strategy for Events

Social media has been playing an increasingly critical role in the marketing process for events. Social media networks such as Facebook, Instagram, or Linkedin provide businesses with the opportunity to exploit this expanded scale to access a global market via social media.

For instance, the use of Twitter by the Adobe Summit, a digital experience conference, to create pre-conference hype was a good example. They liked the idea of using creative hashtag campaigns and regularly posting effective, “backstage” information. This led to the ability to multiply their event’s reach, bringing a huge number of probable attendees to their shows.

4. Personalize the Attendee Experience

In the highly connected world, audiences have already been exposed to their user experience and what fits their taste. To ensure high event ROI, organizers should work on personalization of the attendee experience through targeted marketing campaigns, customized content as well as tailored interactive sessions that appeal to the target audience.

5.Utilizing Influencer Marketing

Influencer marketing is becoming an integral component of event marketing. Influencers with a huge online reach can create thousands of followers in exchange for quality content and for getting your event brand trustworthy.

The same strategy was used by Fashion Nova, an online clothing store, to advertise its product launch events. They became partners with social media personalities who have a strong influence on their target audience. This collaborative marketing again proved to be a success mark, as the event attendance received an enormous hike.

6. Cultivate Strategic Partnerships

Partnering with strategic partners may raise the level of your events and ROI considerably. Considering that it could be a jointly hosted event with the industry influencers, a supported membership with the relevant industry associations, or co-branding with like-minded brands, forging alliances is the key to expanding reach, increasing attendance, and acquiring leads.

7. Focus on Post-Event Follow-Up

An important pillar of the process of creating an even bigger ROI is the post-event follow-up. Once the event is done, organizers need to follow up immediately with the attendees, exhibitors, and sponsors to develop the connection, get feedback and also seize the new opportunities that come with it. Through maintaining continuous communication and participation, organizers are able to achieve the fact that the event will leave a legacy not just during its duration but more so, long after it is gone.

8. Measure and Optimize:

Measurement and optimization must be continuous to maximize event ROI. Through continuous assessment of key performance indicators (KPIs) and examining event data, organizers can detect the successful areas and the areas that require improvements, with which they can get better event strategies and results in the next events.

9. Implement the Virtual and Hybrid Events Strategy

The sudden pandemic resulted in more online and virtual events. Remote participation has become a norm and hence business houses are considering re-shaping their event marketing strategies to include these formats as well.

The Apple Worldwide Developers Conference (WWDC) is one of a kind. Indeed, this event used to attract between 10,000 and 15,000 attendees. This time, however, it had followed a virtual format. Technology setup and implementation were smooth and effective, thus creating a great and beneficial experience for attendees.

Careful preparation, smart execution, and a dedication to ongoing development are necessary for maximizing event return on investment. Organizers can achieve quantifiable outcomes and create memorable events that affect attendees and stakeholders equally by setting clear goals, utilizing data analytics, personalizing the attendee experience, embracing technology, developing strategic partnerships, concentrating on post-event follow-up, measuring and optimizing performance, and remaining flexible and adaptable.

By implementing effective methods, organizations can optimize their return on investment from events in 2024 and beyond, guaranteeing that each event adds real value and advances their entire company objectives.

Conclusion

In conclusion, event data analytics has become a very effective tool for organizers and event planners to fine-tune their strategies, create memorable experiences, and drive positive commercial results. Using data science and advanced analytics, organizations can get vital information about audience behavior, interests, and engagement levels, helping them to be data-informed, and increase the ROI of their events.

Data privacy and security are among the challenges that event planners have to deal with throughout this journey. They also face integration difficulties and guaranteeing data correctness. Regardless of these identified challenges, organizations can surmount the barriers and make use of the full power of event analytics by anticipating the challenges and adopting sound information management practices.

In the end, the capability of data analytics from events to produce meaningful results depends on the ability to transform data into actionable data and actual outcomes. Through leveraging analytics, event planners can enhance their event management processes, personalize attendee experiences, and improve the performance of the events.

As the event industry grows and develops, the relevance of data analytics will subsequently grow more. Through more data-driven strategies and proactive growth of analytical capabilities organizations will be able to keep pace by staying on top of the trends in the changing market and will deliver amazing experiences to the attendees and stakeholders.

In short, event data analytics is a driver that fosters innovation and contributes to transformation by equipping organizations to deliver events that enthrall and fulfill a purpose. As we approach the future, event analytics will always continue to be the foundation of successful event planning and management strategies, and it will remain a vital connector of the growth and success of the event industry in the changing environment.

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MTS Staff Writer

MarTech Series (MTS) is a business publication dedicated to helping marketers get more from marketing technology through in-depth journalism, expert author blogs and research reports.

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