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Generative Engine Optimization (GEO) Guide

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

Media monitoring helps organizations stay informed about what’s being said across online news, print, broadcast, podcasts, and other media channels. Whether you're tracking brand mentions, measuring PR performance, monitoring competitors, or identifying emerging trends, our expert guides, best practices, and industry insights will help you build a smarter media monitoring strategy and make more informed communications decisions.

Discover expert media monitoring guides, best practices, and industry insights to track brand mentions, monitor competitors, and stay ahead of the news.

Media Monitoring: Guides, Best Practices & Industry Insights

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

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

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

AI adoption is no longer the challenge—trusted context is. Most organizations have AI tools, but many still rely on disconnected, stale, or unverified data, limiting the quality and trustworthiness of AI-generated outputs. Meltwater MCP brings trusted, real-time intelligence into AI assistants.

Your Best Context is Already in the Room

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

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

Have you ever had companies send you offers for items you were already thinking about buying? Maybe your preferred automotive shop sends you a coupon for an oil change right when you’re about to hit that 3,000th mile. Or maybe a mailer with an online deal magically appears in your mailbox when it’s time to buy new shoes. Businesses are getting smarter, thanks to customer intelligence — and yours can be among them.

Customer intelligence enables businesses to understand their customers on a deeper level. This means learning more about what your customers like and dislike or what they need and want, and even predicting their future behaviors.

Let’s explore how customer intelligence is reshaping how businesses understand and engage with customers.

What Is the Role of Customer Intelligence?

What Is a Customer Intelligence Strategy?

What Is the Difference Between CRM and Customer Intelligence?

What Are the Benefits of Customer Intelligence?

How Meltwater Puts Customer Intelligence in Your Hands

We define customer intelligence as the proactive process of collecting and analyzing customer data to learn more about them. Companies can use this data to identify patterns and gain insights across various customer touchpoints.

As a result, companies can use customer intelligence to:

Predict customer behaviors (especially purchases and churn)

Increase customer loyalty and satisfaction

Turning raw data into meaningful information can help companies achieve all of these goals.

Customer Intelligence is also known as CI and consumer intelligence.

Tip: Learn more about customer experience (CX) by developing a customer experience strategy, conducting customer experience analysis, creating a customer experience design, feeding customer experience dashboards, learning about CX trends and CX examples, measuring customer experience, and using customer experience software.

No longer satisfied with basic, surface-level data provided by sales receipts and website analytics, more companies are seeking deeper insights into their customers’ lives. 

Customer intelligence drills down into data from a myriad of sources to reveal what your customers think and feel. It identifies trends, sees what customers respond to or ignore, and analyzes sentiments and feedback to add context to data.

This next-level customer intelligence analytics empowers businesses with actionable insights to drive growth, foster loyalty, and effectively innovate products or services. Ultimately, businesses that leverage customer intelligence correctly can stay ahead in a highly competitive landscape.

To get the most out of your customer intelligence, businesses should develop a customer intelligence strategy.

A customer intelligence strategy is a framework that shows you step-by-step how to gather, analyze, and use customer data and ensures your actions and goals align.

What Are the Elements of A Customer Intelligence Strategy?

Here’s what a basic customer intelligence strategy includes:

The foundation of your customer intelligence strategy, data comes from numerous channels and customer touchpoints to shine a light on who your buyers are. A customer intelligence strategy needs to consider all possible data sources and the types of data available from each source. It also needs to define what types of data you’ll use and what you’ll ignore, as not all data is helpful and too much and can lead to overwhelm.

Reading Tips: The Fundamentals of Data Structuring, A Guide to Big Data for Beginners, How to Prevent Data Isolation with Meltwater's API, Data Lake vs Data Warehouse: Definition and Differences, What Is Data Analytics?, What Is Customer Intelligence Analytics?, Best Practices for Customer Data Management (CDM), How to Use A Customer Data Platform

The Meltwater Customer Intelligence platform provides a single source of truth and makes your customer intelligence data collection much easier.

Businesses need the right technology infrastructure to collect customer data. First-party options include:

Customer intelligence platforms like the Meltwater Suite can streamline how you collect and analyze data. It can also pull third-party data from various sources to enrich and expand your first-party intel. Our Consumer Insights Buyer Guide helps you with your decision-making.

Ideally, your customer intelligence technology will allow you to segment customers, identify patterns, and provide real-time insights into your customers’ actions and preferences.

Get a free tour of our customer intelligence suite and see how it can help you fuel your customer intelligence strategy!

Once you’ve collected and analyzed your customer data, you need processes to turn your findings into actions. Having documented processes allows you to act on new information as it arises, helping you stay ahead of the curve.

In addition, you should also have processes for updating your methodologies, verifying your data’s accuracy, and testing how your actions drive business results.

Customer Relationship Management (CRM) offers excellent insights into the customer experience, but it stops short of what customer intelligence platforms can do. 

Both CRM and customer intelligence help companies understand and manage their customer relationships. CRM manages interactions with current and prospective customers. It provides a central database where companies can store information, track sales opportunities, and automate marketing campaigns. These systems can also analyze data about their customers’ behaviors, preferences, and purchasing history to improve sales performance.

Customer intelligence software picks up where CRM leaves off. It provides in-depth insights into customer behaviors and preferences by analyzing large volumes of data from multiple sources, not just CRM.

Such tools also use predictive analytics to anticipate what customers will need or identify potential issues before they occur. The level of detail is finer and more complete than what a CRM alone can provide.

Or, to put it another way, CRM provides the tools for interacting with customers, while customer intelligence extracts insights from CRM data for better decision-making. CRM is operational, while customer intelligence is strategic. The two tools complement each other and can help organizations adapt to changing customer demands.

With well-executed customer intelligence, businesses can develop deeper connections with their customers simply by being more data-driven. Stronger relationships can create a ripple effect across sales, customer loyalty, brand advocacy, and brand sentiment.

In addition to these perks, companies can anticipate a few other benefits:

Improved customer segmentation. Learning more about your customers allows you to see patterns, trends, and shared characteristics between customer segments, leading to more personalized offers and marketing campaigns.

Higher customer engagement. Better segmentation ensures you’re targeting the right customers with the right messaging, which increases engagement and customer loyalty.

Stronger competitive advantage. Customer intelligence can inform everything from products and services to marketing channels, allowing you to better align with your customers’ preferences.

Better product development. Companies can use consumer intelligence to develop new products and services, ensuring their offerings meet customer demands. What is more, when you make the most out of customer intelligence, you utilize human capital and optimize processes. This leads to better overall IT efficiency.

Lower churn. Identify at-risk customers early so you can intervene and address their needs before they switch to a competitor.

Personalized experiences. Granular customer insights allow you to meet customers where they are and market to customers based on their unique profiles, behaviors, and customer journeys.

Measurable ROI. Businesses can track the return on investment of their customer intelligence efforts to ensure they’re getting value from their software and strategies.

In theory, the benefits and value of customer intelligence are clear. Here’s what using customer intelligence can look like in practice:

Customer intelligence offers insights into a customer’s purchase history, allowing companies to detect trends and patterns.

For instance, a purchase history analysis for a retailer might reveal that most customers shop for clothes every March and November. The retailer might use this data to plan sales, send targeted apparel promotions, or stock up on inventory for these periods.

Tip: Take a look at some Consumer Insights Example Reports.

People don’t hold back on social media. It’s a great place to learn how customers really think or feel about a brand, a product, or an experience. Even when customers aren’t posting directly to your page or content, you can glean insights from social conversations that will help inform your next best actions.

Companies can use social listening via social media monitoring tools to monitor social media conversations and sentiment around their brand or related products and services. By analyzing social media mentions, businesses can gauge how customers feel about a certain brand or topic, identify potential issues that might impact their image, and respond to customer concerns. Or, if people are talking broadly about an issue or topic (e.g., a food company monitoring for sentiments around GMO products), the company can prepare a response to show its side.

Meltwater is specialized in social media monitoring. Get a free tour of our platform and set up your advanced social listening strategy today!

Tracking user behavior on a website can provide valuable insights into what customers are interested in. It can also surface potential issues with your conversion funnel, such as receiving lots of traffic to a product page but few or no purchases.

Customer intelligence plays a role in improving website experiences. For example, companies can use website intelligence to offer personalized product recommendations based on what the shopper has previously viewed or purchased.

Feedback surveys, online reviews, and customer service interactions are goldmines for customer intelligence. These are moments where customers are willingly sharing details of their experiences, especially those that could put a brand’s image in a bad light.

Businesses can use customer intelligence software to identify areas for improvement. For example, if multiple customers are sharing the same feedback about poor cleaning standards in a hotel, the hotel manager can offer more training to the housekeeping team, implement new protocols, and conduct quality control checks before guests enter their rooms.

Customer intelligence is critical to understanding your audience and connecting with them wherever they are. By knowing what they’re thinking, feeling, and wanting, you can align your communications, products, and services to satisfy their expectations.

Meltwater’s Consumer Intelligence platform puts always-on wisdom within your reach. A single source of truth tracks billions of data points in real time to help you identify and predict customer behaviors so you can respond accordingly. Learn what people are saying, where conversations are taking place, and what your customers expect you to do for them — you’ll always know what your next step should be.

Learn more when you request a free tour by filling out the form below.

What Is Customer Intelligence? Definition and Examples

Today’s successful companies aren’t built on only the best services, products, and web presence. Rather, much of their success lies in knowing exactly what their customers want, need, and expect — all of which are revealed by customer intelligence analytics.

Understanding the modern customer requires a data-driven approach. Customer data enables companies to make informed decisions that have a high chance of achieving the desired outcomes. Once you have the data that can reveal your next best actions, you need to analyze it and understand the story it’s telling you.

In case you missed it, we recently dished on the purpose of customer intelligence and the best customer intelligence platforms to fuel your consumer insights. Now, let’s take it to the next level and focus on how customer intelligence analytics plays into a well-rounded intelligence strategy.

Why Does Customer Intelligence Analytics Matter?

How to Get Customer Intelligence Analytics

Customer Intelligence Analytics Use Cases

Benefits of Customer Intelligence Analytics

How Meltwater Intersects Customer Intelligence and Analytics

Customer intelligence analytics meaning: The process of transforming raw customer data into insights and uncovering what the data says.

Customer intelligence analytics refers to the analysis of customer-related data and turning information into insights. This data comes from various sources, including:

Customer intelligence analytics reviews this data to find patterns and trends that may indicate future behaviors. In doing so, companies can better anticipate customers’ needs, personalize their experiences, boost loyalty, and ultimately become more competitive.

You already have massive amounts of customer data at your disposal. Customer intelligence analytics helps you make sense of it all in a low-lift, scalable manner.

Customer intelligence analytics is the backbone of business growth. It allows companies to understand their customers on a deeper level by gaining insights into their preferences and needs. Using analytics, companies can detect trends and patterns that show them where to focus their efforts and budgets.

Without data analytics, companies take the “pasta approach” to customer satisfaction: They throw their ideas on a wall to see what sticks.

Using analytics is like following a recipe for success. Much like reading cooking directions and timing the pasta to know when it’s done, you can get customer insights without having to do much testing and guesswork.

Tip: Learn more about best practices for customer data management.

Getting customer intelligence analytics requires a combination of tools, technologies, people, and processes, along with a dose of strategic thinking.

Here’s how you can build a customer intelligence analytics business strategy:

Step 1: Set up your data collection streams

Data is the foundation of customer intelligence analytics. You need to collect data from every channel your customers use to get a full picture of their experiences.

One opportunity is to leverage social media monitoring and sentiment analysis tools like the Meltwater Consumer Intelligence platform. By tracking mentions of your brand, products, or industry on social channels, you can gain a deeper understanding of customer opinions, preferences, and trends. You’ll also know how customers feel about your brand and gain more context into what they’re saying.

Tip: Learn more about brand tracking, brand monitoring, and brand tracking software.

Customer feedback offers a treasure trove of valuable information for businesses. Companies gain clear insights into their customers' preferences, pain points, and expectations. 

Direct and indirect feedback should be part of your analytics process.

Customer feedback serves as a reality check for companies. It offers unfiltered opinions about the brand's reputation and performance in the market. Honest reviews from customers highlight areas where you may be falling short or excelling compared to competitors.

Other data sources, such as website analytics, allow you to infer aspects of the customer experience. For example, you might review on-page time, number of sessions, or bounce rate to learn more about customers’ online experiences.

Analytics tools collect and transform your data sources into usable insights. Your data team might build an analytics system from scratch or tap into ready-made platforms like Meltwater. These systems should transform raw data into science-based insights.

One area of opportunity here is advanced analytics techniques, such as predictive modeling and machine learning algorithms. These technologies analyze historical customer data to identify patterns and anticipate future behaviors accurately. 

With these findings, businesses can proactively personalize their marketing campaigns and deliver timely offers that align with customers' interests and desires. Ultimately, these tactics foster stronger connections with customers by showing them their preferences matter.

These are the tools you should take a look at: Social media analytics tools, customer data platforms, customer intelligence platforms, consumer insights tools, audience segmentation tools, and customer experience management software

Step 3: Assign teams to analyze and review findings

Data and insights without oversight and action are as ineffective as a lack of data. To make the most of your customer intelligence analytics, you’ll need to assign analysts and decision-makers to review the findings and decide the next best steps. 

Use the insight you extract as a guide for your business growth strategy. Compile them into stakeholder-specific reports with the information they need to make sound decisions. Include charts, customer journey maps, or other visuals to help put the data into context for them. 

Most importantly, make this step part of your regular cadence. You will always have access to the latest customer intelligence and ensure your strategy aligns with their needs, wants, and preferences.

Customer intelligence analytics applies to multiple use cases, including:

Customer intelligence analytics reviews various data points throughout the customer journey, such as browsing behavior, purchase history, and even social media activity.

Businesses can gain a deeper understanding of what drives customers’ purchasing decisions. From there, you can use that intel to create more personalized and targeted marketing campaigns, resulting in higher conversion rates and satisfied customers.

Customer data gives you a glimpse into past purchases, browsing habits, and social media interactions. Businesses can gain a deeper understanding of what drives their customers' decisions.

This information allows companies to tailor their marketing strategies, product offerings, and customer service to better meet their audience’s needs and expectations.

Read more on marketing segments vs marketing personas

Segmentation is the key to personalized marketing. And no, we’re not talking about segmentation based on age, gender, or other surface-level factors.

Though those things are important, you’ll need to dive deeper and gain visibility into behavior patterns, preferences, and purchasing history. Reveal the unique characteristics and needs of each segment so you can tailor marketing strategies and offerings accordingly.

Tip: Learn how to make your audience segmentation truly personal and read more about customer segmentation and customer segmentation software.

Customers often show signs they’re unhappy or might switch to a competitor well before they actually do so. By monitoring customer interactions and tracking engagement levels, businesses can identify customers who are at risk of leaving and take proactive measures to retain them. 

For example, by identifying patterns in purchasing behavior associated with churn, such as declining frequency or average order value, businesses can create targeted retention campaigns or offer personalized incentives to encourage customer loyalty.

The Meltwater Suite is specialized on monitoring such customer interactions. Get a free tour today!

Customer intelligence analytics helps to complete your sales and marketing strategy. With more organizations relying on data-driven strategies, you need ways to make sense of your data to know how to proceed.

Doing so invites a range of benefits, including:

Identifying upselling and cross-selling opportunities

Making your content and messaging more relatable

Introducing products and services your customers actually want

Stronger customer relationships through personalized communications

Increasing customer loyalty by solving their pain points

Gaining an edge over competitors who aren’t using customer intelligence analytics

Reducing marketing spend by knowing where to allocate time and resources

Ultimately, better marketing decisions drive better outcomes. The more you know about what your customers need, what they’re thinking, and how they’re feeling, the more you can position your brand to cross their path at timely moments and meet their needs like no other business can.

The Meltwater suite brings customer intelligence and analytics into the modern age, giving businesses the data they need and the insights they need next. Our platform offers comprehensive market research data from global sources, filters out the noise, and delivers neat and tidy results you can trust. 

Key highlights of Meltwater for customer intelligence analytics include:

Real-time insights into customer behaviors

Shareable intelligence to keep your team in the loop

Proactive data analysis to ask and answer new questions

We rely on traditional market research techniques combined with the power of AI. Our platform answers questions about your customers, including who they are, what they want, and how you can help. You don’t need to know what you’re looking for — we’ll detect trends and patterns on your behalf and open doors to new insights.

Come see how Meltwater takes customer intelligence analytics to new heights when you fill out the form below:

AI & Data Analytics

What Is Customer Intelligence? Definition and Examples

What Is Customer Intelligence Analytics? Benefits & Examples

Consumer Intelligence: Definition & Examples

Discovery Explainer - Surfacing Insights with AI

The Fundamentals of Deep Learning

Neural Networks: Ultimate Guide

Why Are Your Brand Mentions Spiking? AI Can Explain

Will ChatGPT take my Marketing Job?

ChatGPT Social Media Marketing Life Hacks

What Is Data Mining? Meaning, Techniques, Examples & Tools

What Is a Single Source of Truth and Why Do You Need It?

Safety and Ethics in AI - Meltwater’s Approach

AI & Data Analytics

What Is Customer Intelligence? Definition and Examples

What Is Customer Intelligence Analytics? Benefits & Examples

Consumer Intelligence: Definition & Examples

Discovery Explainer - Surfacing Insights with AI

The Fundamentals of Deep Learning

Neural Networks: Ultimate Guide

Why Are Your Brand Mentions Spiking? AI Can Explain

Will ChatGPT take my Marketing Job?

ChatGPT Social Media Marketing Life Hacks

What Is Data Mining? Meaning, Techniques, Examples & Tools

What Is a Single Source of Truth and Why Do You Need It?

Safety and Ethics in AI - Meltwater’s Approach

Interested in learning how Meltwater can help you? Fill out the form to learn more.