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Today, PR teams aren’t just tracking media coverage and share of voice. They’re also measuring how their brand shows up in AI-generated answers, search summaries, and large language models (LLMs). This new LLM visibility layer is quickly becoming a critical part of PR performance.

15 Must-Have PR KPIs and How to Track Them

Influencer marketing is evolving, and so is the way brands measure success. That’s why Meltwater is proud to announce a new partnership with YouTube, integrating YouTube’s Creator Partnerships API directly into our Influencer Marketing platform.

Introducing Verified YouTube Data in Meltwater Influencer Marketing

See how one platform can power every decision across PR, communications, and marketing.

The Meltwater Blog

Blog Topics: Generative Engine Optimization, Media Intelligence, Media Relations, Social Listening, Consumer Intelligence, Influencer Marketing

Find out how you can leverage Facebook to boost your brand's online presence and gain a competitive edge. Explore the Meltwater category page today!

Facebook Blog | Meltwater

Find out how you can leverage Instagram to boost your brand's visual appeal and gain a competitive edge. Explore our category page today!

Instagram Blog | Meltwater

Find out how you can leverage LinkedIN to grow your professional network and gain a competitive edge. Explore the Meltwater category page today!

LinkedIn Blog | Meltwater

Find out how you can leverage TikTok to elevate your brand with creative content and gain a competitive edge. Explore the Meltwater category page today!

TikTok Blog | Meltwater

Find out how you can leverage X / Twitter to engage your audience effectively and gain a competitive edge. Explore the Meltwater category page today!

X / Twitter Blog | Meltwater

Find out how you can leverage YouTube to create engaging video content and gain a competitive edge. Explore the Meltwater category page today!

YouTube Blog | Meltwater

Every day billions of conversations take place on social media: tweets, posts, comments, blogs, reviews, podcasts, and much more.
Learn how to use social listening to make sense of all of that data.

On our social listening category page, you find all our blogs covering topics around social listening and social media monitoring. Read more.

Social Listening Blogs | Category

Business Reputation Management: What does it take to add reputation management to your marketing strategy? More importantly, how do you keep your reputation sparkly and shiny? Here’s your all-access guide to online reputation management for the long term.

On our reputation management category page, you find all our blogs covering topics around business reputation management. Read more.

Reputation Management Blogs | Category

From your brand's logo to your website, your social media presence to your customer support—these elements combined are what constitutes a brand in the minds of customers. But, there are thousands of other businesses that have a logo, website, social media presence, and website. So, how can you position your business on the market and make it stand out from the competition?
The key to success is branding & brand management!

On our brand management category page, you find all our blogs covering topics around brand management. Build your strategy and reach your goals!

Brand Management Blogs | Category

Competitive intelligence and the act of collecting competitive data can be seen as growth drivers for a company. Our guide will help you understand the concept of competitive intelligence (CI) by answering questions such as: What is the definition of competitive intelligence? How is competitive intelligence useful to organizations? What is the goal of competitive intelligence? And more.

On our competitive intelligence category page, you find all our blogs covering topics around competitive intelligence. Learn how to stay ahead.

Competitive Intelligence Blogs | Category

Let’s dive into the customer journey framework and how to optimize the process by creating a customer journey map and using metrics that matter when analyzing the customer journey.

On our customer journey category page, you find all our blogs covering topics around mapping and understanding the customer journey.

Customer Journey Blogs | Category

What Is Data Analytics? [Beginner’s Guide 2023]
How can I grow my business? 
How do customers interact with my newly launched product?
How do I increase the productivity of my employees?
How do I know if my marketing efforts are working?
We have just two words for you...Data analytics!

On our data analytics category page, you find all our blogs covering topics around AI and data analytics. Technical and still easy to understand.

AI & Data Analytics Blogs | Category

Public relations and media relations can add impact to any marketing strategy. It’s an opportunity for brands to grow their reach beyond traditional sales messages. PR helps to shape the image you want people to have of your brand.
So, what is PR and how do you use it? This guide shows you everything you need to know to build a strong public relations foundation.

On our public relations (PR) category page, you find all our blogs covering public relations and communications topics. Step up your PR game.

Public Relations (PR) Blogs | Category

We all know exactly what the roles of sales or accounting are in a company, right? We might even have a slight idea of what the IT guys are doing.
But there is another business discipline, that plays a crucial role in organizations, even more so during the pandemic – internal communications!
But what exactly do we mean by that, what purpose does it serve and what steps can you take to ensure you and your employees will communicate effectively?

On our internal communications category page, you find all our blogs about internal comms topics. Learn about the intranet, internal newsletters, and more.

Internal Communications Blogs | Category

As the internet has taken root in more areas of our lives — everything from entertainment to shopping to paying bills and more — traditional marketing is becoming less impactful. As any marketer knows, you need to focus on where your audience is if you want to reach them. Since the average person spends about seven hours a day online, it’s no surprise that content has maintained its hold on marketers.

Here's a closer look at what content marketing is and why it matters more than ever in our digital-first economy.

On our content marketing category page, you find blogs about content marketing topics. Learn about strategies, KPIs, tips, and more. Make your content king!

Content Marketing Blogs | Category

The rise of the influencer marketing space – today a $10 billion industry, growing 50% per year – is one of the clearest examples of how social media is transforming traditional marketing. These days having a business website, presence on social, PR coverage, and your own content isn’t enough to compete.
We'll dive into the intricacies of influencer marketing to help ensure that you're equipped with the insights needed to be successful in this space.

On our influencer marketing category page, you find blogs about influencer marketing topics. Build your strategy, find influencers, and measure results.

Influencer Marketing Blogs | Category

Have you just launched a new product or service that you want to get the word out about? Maybe you want to share with consumers why it is awesome and how it is so much better than the one your competitors offer.

Well, then, there is one thing you can't do without...Marketing!

On our marketing category page, you find blogs about marketing topics. Learn about all the different angles and types of marketing and improve your results.

Marketing Blogs | Category

In this guide, we want to give you a peek into the definition of social media management, the daily schedule of a social media manager, social media platforms to promote your business, and the do’s & don’ts of social media management.
Are you ready to begin the journey of becoming a social media superstar?

On our social media management category page, you find blogs about social media management topics. Build and manage your online community.

Social Media Management Blogs | Category

Building a following and using social media platforms to reach a wider audience requires a well-planned social media marketing strategy. In this guide, we’ll be looking at why social media marketing is so essential and how you can make it work for your business.

On our social media marketing category page, you find blogs about social media marketing topics. Learn how to get the highest paid social ROI!

Social Media Marketing Blogs | Category

In the fast-evolving realm of digital marketing and public relations, utilizing the right tools is crucial for success. Our interdisciplinary category showcases all the pertinent tools for digital marketing & PR. These tools help in enhancing your online presence and effectively reaching target groups, whether through reputation management, influencer marketing, or social media management.

On our digital marketing and PR tools category page, you find all our blogs covering topics around mapping and understanding the customer journey.

Digital Marketing & PR Tools Blogs | Category

Generative Engine Optimization (GEO) is transforming how brands show up in AI-powered search. Explore insights, strategies, and best practices to help your content rank and resonate across conversational engines like ChatGPT, Gemini, and Copilot.

Explore insights and strategies for Generative Engine Optimization (GEO) to help your brand stay visible and discoverable in AI-powered search.

Generative Engine Optimization (GEO) Blog Collection | Meltwater

As critical figureheads, Chief Executive Officers play a key role in how corporations are perceived by the public, and so it's vital that organizations keep their fingers on the pulse of CEO-focused media.

In collaboration with .companion, a data consultancy and KPI expert, Meltwater presents the 2022 CEO Echo; a monthly media intelligence analysis of CEOs heading up some of the world's largest brands. The ranking leverages Meltwater's media intelligence capabilities and automated analysis by the .companion bot to offer readers highlights and benchmarks across the following areas:

Last month, the .companion CEO metrics bot found 93% more CEO mentions than the average of the previous month. Overall, 38% of mentions captured by the CEO Echo were generated by editorial online content, while social media generated 62%. In March, CEO Echo content saw engagement drop by 19%. 35% of all CEO mentions were related to financial news, meaning they simply referred to company figures that are often required to be disclosed by law. In contrast, the context of 65% of mentions was linked to corporate agendas. Overall, the tonality of mentions was more negative than positive.

Mark Schneider, Nestle CEO, dominates with 27% CEO Echo coverage

What role does a CEO play in a company's overall corporate messaging, whether voluntary or involuntary? The CEO Digital Footprint aims to answer this question.

In March, Mark Schneider, CEO of Nestle, received the highest amount of media coverage. His share of voice totaled 27.3%, the largest footprint of all top board members. In second place was Pat Gelsinger, CEO of Intel, with 6.1%, and Ben van Beurden, CEO of Royal Dutch Shell, took the third spot with 4.5% share of all mentions. 99% of conversations around Schneider's echo were not related to company financials and thus were above average for agenda-driving topics and content. 1% of Nestle's CEO echo came from editorial media and 99% from social media. Content that mentioned Schneider generated 6 interactions (clicks, shares, likes) per mention. This shows that audiences are indifferent about Schneider and made Schneider the 191st most engaged CEO in the ranking. In total, mentions of Ulf Mark Schneider were significantly more negative than positive. We can assume this had a corresponding impact on his overall reputation. 

3M's CEO, Mike Roman, takes the number 1 spot

Two common goals widely shared by media teams are communicating key messages and building a favorable reputation, both of which rely heavily on editorial mentions. The Communication Excellence ranking analyses and aggregates media volume (removing financial report listings).

Mike Roman, CEO of 3M was ranked first in March. Outside of the paywall, 53% of his digital echo discussed the CEO in stories beyond financial figures. Stories generated 6530 engagements per mention, signifying readers are highly interested. Furthermore, coverage was more positive than negative. As a result, the response to 3Ms' CEO received 32.1 points. Lara Boro, CEO of Economist came in second place with a score of 3.3 and David Lockwood, CEO of Babcock International, took third place with a Communication Excellence score of 2.5 points. 

John Elkann, EXOR/Ferrari's CEO, wins first place

These days, simply having a social media profile is not enough. If you want to have an impact on opinion leaders outside of editorial offices, or on consumers and digital elites who are not easily accessible through the mass media, you have to be mentioned frequently on social media. The Social Excellence Index answers whether a company's attempts at this have been successful.

Last month, John Elkann, CEO of EXOR/Ferrari topped the ranking with a Social Excellence score of 4.3 points. 84% of the conversation came from social media and his engagement was somewhat indifferent with 9 interactions per mention. Moreover, the sentiment of his mentions was 22% positive, meaning Elkann was well ahead of runners-up Bjorn Gulden, CEO of Puma with 3.1 points, and Rainer Seele, CEO of OMV Group who placed third with 2.8 points.

Mike Roman, CEO of 3M, has the highest number of mentions surrounding social responsibility

The .companion metrics bot also determines whether CEOs appear in the digital media as leaders in the context of the UN's sustainable development goals, e.g. in the context of social responsibility or climate and environmental protection. Our Responsibility Index shows how well this has been achieved. For this index, the metrics bot only analyses mentions related to sustainability-related topics.

In March, Mike Roman, CEO of 3M saluted us from first place in the responsibility ranking, with 48% of 3M's CEO mentions related to social responsibility topics. His engagement rate was 7221 which can be considered highly engaged. The tonality of media conversations was significantly more positive than negative. Overall, Roman's Responsibility Index came to 20.2 points. Lara Boro, CEO of Economist, followed in second place with 2.6 points, and Gordon Riske, CEO of Kion, in third place with 2.4 points.

Christian Mumenthaler, CEO of Swiss RE, takes the number 1 spot for the financial echo

CEO mentions in the context of balance sheet figures offer little scope for setting content-related agendas but are crucial for building investor confidence. In this environment, the metrics bot determines which CEOs were mentioned from a financial standpoint, forming an index for investor communication.

In March, the .companion metrics bot identified Swiss RE's CEO, Christian Mumenthaler, as the top communicator for investors after he achieved 4.5 points. 82% of his mentions were related to the financial environment, which is 1.5 times this month's average. His readership was highly interested, indicated by an engagement rate of 395.6 and he experienced significantly more positive than negative comments. He is followed in second and third place by Gordon Riske, CEO of Kion, with 4.1 points, and Reiner Winkler, CEO of MTU Aero Engines AG(4.0 points).

Media conversations were tracked and analyzed globally with the help of the market-leading monitoring tool, Meltwater

All content is in German and/or English and publicly accessible across websites, forums, and social media

The text and content of the CEO Echo are generated automatically by the .companion metrics bot

All Excellence index values are based on three criteria: 
1. How often the respective CEO is mentioned in a certain context 
2. How many of those mentions were positive
3. How many engagements did those posts and articles received

While it is necessary to have an above-average share of mentions in the respective category it's still possible to score high on a certain index despite one of the sub-criteria receiving results that are somewhat sub-par


For individual evaluation or questions about the KPI bot, please email contact@companion.de 

For a customized report involving any given CEO, please email contact@companion.de.

For further information on Meltwater's brand and reputation management services, including 1-1 advice for your business or the creation of a more advanced brand/CEO media analysis report, simply fill out the form below.

Gain insight into which CEO's are leading today's conversation. Access the dashboard here and filter for CEO, industry, company, or country and get direct get powerful insights visualized in mentions and hashtags.

The CEO Echo | March 2022 Rankings | Categories: Communication, Social, Responsibility & Investor Excellence

As a small business owner, your time is probably stretched to its limits. With so many tasks to complete, you might see your marketing efforts fall by the wayside. That’s why more business-to-business and business-to-consumer companies are embracing marketing automation these days.

Marketing automation gives your time back to you and provides a much-needed boost to your marketing. Key features let you schedule your email campaigns and social media posts ahead of time. They also let you schedule them for when your audience is most active.

So how can marketing automation software help you nurture relationships with your customers and prospects? Here’s a closer look at what marketing automation can do for your business.

How Marketing Automation Software Improves Your Social Media

Let’s start with a definition: What is marketing automation, exactly?

In its simplest form, marketing automation is AI-powered software that performs marketing tasks with little to no manual involvement. It does much of the heavy lifting, freeing up time for you to focus on other things.

Examples of key features of marketing automation software and marketing automation systems include:

Multichannel and omnichannel functionality

AI-powered marketing automation software is mostly used by marketing teams — and even sales teams — to make light work of repetitive tasks. It’s more efficient than doing those tasks manually, plus it delivers a more consistent experience to your customers.

There is a wide range of automated marketing tools tailored for various marketing automation strategies and needs. Here are some examples of marketing automation tools and platforms, along with our picks for the best marketing automation software:

Your email marketing process has a lot of steps: writing the email content, designing each email, choosing the best time and day to send them, and tracking click-throughs and conversions, among others. If you’re sending emails as part of a sales funnel, keeping track of where each prospect is in the buyer journey can complicate things even further.

Marketing automation platforms can be your second brain, handling the optimization of your email marketing with very little strategy on your part. You can automate entire workflows, from the moment leads enter your funnel via landing pages to the time they’re ready to buy.

Customize your engagement workflows to the actions each customer takes. That way, you can keep the conversation going and offer exactly what they need based on their unique buyer journeys.

Here are our top picks for email automation software:

Free to get started, Mailchimp makes it easy to design attractive emails and entire drip marketing campaigns with no coding required. Drag-and-drop features, pre-designed templates, and built-in data analytics make it easy to deploy and track campaigns.

For sales teams, Mailshake puts lead outreach on autopilot. You can automate your entire prospecting and outreach funnels, each touchpoint personalized to the individual.

Customer Relationship Management (CRM) Software

CRM software is a given for any sales and marketing team that leans on inbound marketing. It serves as a database for all of your customers, leads, and contacts, plus it keeps a track record of the actions they’ve taken on all of your marketing outreach. Most CRM solutions are customizable so you can build your own marketing processes to meet your needs.

Today’s CRM software is largely cloud-based, letting teams access their customer data from anywhere. Send emails and other content at the right time based on where recipients are in the customer journey. Then, access real-time insights to see where all of your leads are and how your marketing is working.

Best for growing a business, Zoho CRM is a cost-effective, end-to-end CRM with powerful features. Specifically, a marketing automation platform, Zoho CRM simplifies lead segmentation and lead nurturing so you can cross-sell, upsell, and market with ease. Connect it to your Google Ads campaigns, email campaigns, and even your events to manage all of your marketing from a single place.

For businesses of all sizes, HubSpot offers free, sales-ready features for marketing automation, including lead generation and email marketing. Its ease of use makes it best-in-class, allowing you to automate and maximize your marketing faster.

Finding time to make social content is hard enough for B2B marketers, not to mention finding time to post what you create. Social media automation tools ease the burden by allowing you to schedule posts ahead of time and even optimize your posting times per channel.

Check our top picks for social media marketing automation tools:

Shameless plug, we know, but Meltwater's suite for marketing professionals is life-changing for a busy marketer. Our easy-to-use marketing automation platform works across Facebook, Twitter, Instagram, and LinkedIn, allowing you to schedule your posts ahead of time. Get a bird’s-eye view of all of your social content and how it’s performing, as well as optimal times to publish so it gets seen.

For help coming up with catchy social blurbs, MeetEdgar automates your strategy in more than one way. It not only publishes on your social media channels, but it also generates copy ideas.

One of the biggest challenges marketers face right now is resource management. Content marketing budgets are growing in 2022, but the size of teams is staying largely the same. This means that marketers are expected to produce more content and more results. Competition for online visibility is fierce. Consumer preferences have shifted quickly and often over the last couple of years.

It's a lot for any marketer to navigate alone. Finding even small ways to reduce the workload can have an impact. Here’s how an all-in-one marketing automation platform can help fill the gaps.

Some marketing automation technology lets you segment your customers by demographics, helping you create more targeted content. For example, let’s say you design and sell clothes online, and you just created a new line of scarves. Your marketing automation platform could go back through your contacts, find buyers who purchased coats recently, and target them with an ad that encourages them to buy a new scarf to go with their coat.

The text on your emails would be more personalized. Your tailored landing pages would give viewers that VIP feeling. The ads would appear to be created specifically for your customers and their needs. When you know more about buyer behavior, you can better customize communications, offers, and the overall customer experience.

One of the biggest reasons small business owners do not use social media? It is far too time-consuming. What’s more, many lack enough capital to hire a marketer or marketing team to make social media work. Marketing automation tools fix this problem as well.

For the business owner doing the marketing, these tools make the work quick and easy. Even if you are not a social media wizard, you can easily learn to use marketing automation tools and link up all your accounts. Whenever you want to post or schedule a post, you can do so on each site all at once or just on one or two.

For the small business, marketing automation makes a one-person marketing team extremely efficient. That person can focus more effort on creating content rather than posting it. They can also target certain sectors of your buyers more easily.

While many small businesses have social media accounts, chances are they aren’t posting very much. As a result, customers are not engaged with them online, and their profiles and pages look more like ghost towns.

Marketing automation lets users schedule their posts ahead of time so they never forget. Their pages look fresh and active so followers will remain interested. With automation tools, small business owners only have to devote about an hour or two of time per week to schedule a post for every day.

Posts can be scheduled to hit as many viewers as possible and target followers in different time zones. If part of your audience is on the other side of the world, you can schedule posts for their working hours without having to get up at 3 am.

One of the best features of marketing automation is that it provides you with reports on all aspects of social media and email marketing activity. Want to know how many likes a post on Facebook got? Your one-stop-shop marketing automation tool will tell you. Need to know how many people shared your Instagram photo? Your marketing automation tool knows.

Different tools use different methods and advanced features to show you your progress. Some use graphs, charts, or statistics to give you a clear picture of how well your marketing efforts are working. These visualizations help you create more tailored posts and show you which ones get the most attention.

A marketing automation solution takes a lot of the guesswork out of marketing. It simplifies the process so even the smallest of small businesses can take advantage of social media marketing, letting business owners focus on what's important: creating meaningful relationships with customers.

Tip: Consider using image recognition software to add more data to your marketing automation and learn more about image recognition.

Choosing the right marketing automation platforms begins with understanding what you want to get out of it. Automation can help with everything from email marketing to lead generation and nurturing to social media and more. Take a look at the type of marketing you’re already doing, then explore how you can automate certain tasks to take back your time.

At Meltwater, we’re big fans of efficiency. With all the extra time our solutions save, businesses can focus on generating more value, getting to know more about customers, creating more relevant, higher-value content, or experimenting with new marketing strategies.

Discover how Meltwater helps you take back your time! Get a free demo today.

The Guide To Marketing Automation

Love used to make the world go ‘round. But today, that’s data’s job. Companies rely on data to learn more about markets and customers, make business decisions, and stay competitive in their industries.

Companies need a master data management (MDM) strategy to keep all of that information organized, but that's easier said than done. IDC estimates the amount of data created in the next three years will equal the amount of data created in the last 30 years. It will soon outgrow storage capacity. Enterprise data, in particular, is growing at a breakneck pace. That makes it harder to organize and control.

Here's another layer of complexity. Gartner estimates that businesses lose an average of $15 million per year due to poor data quality. Data management is a challenge we can’t afford to ignore. Overcoming it starts with getting a firmer grip on MDM. 

In this post, we’ll dive into the basics of MDM and how it’s used. We'll also share tips for centralizing your MDM strategy.

What are some master data management benefits?

How can master data management solutions support my organization?

What master data management tools are out there?

How can Meltwater help with master data management?

Master data is defined as being a single source of truth. It is a consistent, uniform, reliable set of data that provides context to an enterprise. Think of a master key. Most keys can unlock one door, but a master key offers unfettered access throughout an entire facility.

For example, master data is the information that supports transactional data, which covers business processes like sales and shipping. It includes data about business entities, events, processes, and more. Types of master data include, but are not limited to:

The information you rely on to drive your business? That's master data.

Master data management, or MDM, integrates data into a predictable, usable, organized format, giving businesses a single point of reference. Business and IT users work together to ensure that an organization's data is:

Every organization has different preferences and strategies for managing a database. But all organizations need a centralized, visual hub that lets business users analyze and interpret big data in real time.

There are many different kinds of MDM, but some of the most common ones include the following:

Product MDM manages information related to products and services. This can include master data related to everything from categorization and inventory to product development and support. 

This MDM encompasses master data related to your customers and users. This can include managing sensitive personal information like names, addresses, purchase histories, customer profiles, and other business events involving customers. 

As the name implies, this MDM has to do with all of the assets — fixed and current, tangible and intangible — that play a part in your business operations. Some examples of data involved in asset MDM include valuation, depreciation, locations, and contract terms.

To help explain the benefits of MDM, let's take a look at a handful of use cases in more depth.

MDM helps you present complex information with cohesive and interactive visual dashboards. Data management solutions often help you create unlimited, customized screens or dashboards. With these dashboards, you can see an overview of data and drill down into insights, if needed. Data points appear in real-time, and visualizations automatically update in response to data changes.

This lets users quickly access critical insights and signals for:

Real-time updates in centralized data management solutions ensure accurate metrics and KPIs.

Most MDM tools have link-sharing functions that let executives share:

You can manage and share all this with anyone, from any device, anywhere in the world. Your team will always be in the know. They can pivot strategies to ensure your brand remains relevant and competitive based on real-time data analytics.

Tip: Consider learning more about image recognition and using image recognition software to feed your dataset.

Centralized data analysis tools can gather data from:

With the right tools, data combines to visualize the full story of your brand, your competitive position, your customer experience, and audience segmentation

Customer data management solutions and customer relationship management (CRM) systems are often customizable. You can configure them for a variety of use cases across business functions.

Critical data shouldn't exist in data silos. If you treat it like it does, you run the risk of studying vanity numbers. Since data doesn’t exist in isolation, neither should teams. MDM unifies information to give you access to the full picture.

For example, insights found via media monitoring matter a lot to martech professionals. But this data can also inform core business decisions beyond brand management, such as:

Creating competitive advantage through supply chain risk mitigation

Improving customer experience and personalization

By combining first-party and third-party data sources, you can better analyze your position, competition, and consumers. You can eliminate blind spots and identify developing threats and opportunities.

MDM strategy is the foundation for your MDM program's success. Without an enterprise-wide set of data quality standards and principles, no organization can have a clear, single source of truth for its operations.

First and foremost, MDM strategies are developed based on a business's goals and targets. They optimize the data stewardship and data governance systems currently in place or completely overhaul them, often using data management platforms (DMP).

Some elements of your MDM strategy may include plans around:

Data integration, merging siloed, critical data into an all-in-one source

Data migration, moving critical data from different channels to an all-in-one MDM platform

Data governance, to standardize management processes across touchpoints and enable high-quality data collection

Ownership, to establish the stakeholders and managers responsible for master data and MDM strategy

Having input from the right decision-makers and stakeholders will ensure a strategy that works for everyone.

Choosing a Master Data Management Framework

Choosing your MDM system's framework is an essential part of an effective MDM strategy. MDM frameworks vary based on goals, processes, and needs, but they generally fall into one of three﻿ types:

Repository, a centralized storage for all master data

Registry, a storage of data that points to where master data is stored

Hybrid, a combination of repository and registry frameworks

Organizations need to consider factors like data collection processes and update frequency when choosing an MDM framework. In general, repository frameworks are best for enterprises looking to optimize workflows and eliminate legwork using all-in-one solutions.

Following Master Data Management Best Practices

No MDM strategy is complete without a clear set of best practices to go hand in hand with an MDM framework.

Simply put, MDM best practices are the recommendations, guidelines, techniques, and methods that govern how MDM solutions are implemented, managed, and used. Data stewards and managers develop best practices based on past experience and observed patterns.

With best practices, MDM strategies and systems can leverage collected organizational knowledge to ensure future success.

Countless global brands use MDM software for many use cases. Some examples include:

Visualizing complex customer data to enhance data-driven decision making

The Ultimate Guide to Master Data Management

Love used to make the world go ‘round. But today, that’s data’s job. Companies rely on data to:

First, companies need a master data management (MDM) strategy to keep customer data organized.

That's easier said than done. IDC estimates the amount of data created in the next three years will equal the amount of data created in the last 30 years. It will soon outgrow storage capacity. Customer data, in particular, is growing at a breakneck pace. That makes it harder to organize and control.

Here's another layer of complexity. Gartner estimates that businesses lose an average of $15 million per year due to poor data quality.

These are challenges we can’t afford to ignore. Overcoming them starts with getting a firmer grip on MDM. It’s a Herculean task. We suggest you break down your MDM into smaller objectives. Start with the lifeblood of your company: customer data.

In this post, we’ll dive into the basics of customer data management. We will explore how it’s used and provide tips for integrating a customer data platform (CDP) to centralize your data strategy.

How does master customer data management fit into MDM?

How can MDM and customer database software support my organization?

What tools can I use to support my customer master data management strategy?

How to create or improve a customer data management strategy

We define master data as being a single source of truth. It is a consistent, uniform, reliable set of data to provide context to an enterprise. Think of a master key. Most keys can unlock one door, but a master key offers unfettered access throughout an entire facility.

Master data management, or MDM, integrates data into a predictable, usable, organized format. It provides an organization with a single point of reference. Business users and IT work together to ensure that an organization's data is:

The Meltwater Blog

The CEO Echo | March 2022 Rankings | Categories: Communication, Social, Responsibility & Investor Excellence

The Guide To Marketing Automation

The Ultimate Guide to Master Data Management

How to Use a Customer Data Platform to Master Your Data Management

How Business Intelligence Can Fuel Your Efforts

4 Ways to Understand Consumer Behaviour Through Data-Driven Marketing

Fake Instagram & Twitter: What You Need to Know About Fake Followers

Instagram Video: How to Use IGTV for Your Social Media Strategy

How to Create an Infographic [for Non-Designers]

How to Use an Influencer Marketing Hub

The Full Guide To LinkedIn Management: SSI, Posting & Showcase Pages

Meltwater Celebrates G2 Best Software Awards Wins