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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

Kim Cattrall takes the lead in a campaign celebrating the intelligence behind confident brand decisions.

Intelligence is always in style: Kim Cattrall stars in Meltwater’s new campaign

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

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

Before the internet, competitive intelligence was often conducted through acts of industrial espionage. While this may still occur, there are much easier (and more ethical) ways to gain insight into our competitors today.

Companies can (and should) learn from the successes and failures of their competitors because gathering competitive intelligence leads to growth. By paying attention to competitor data and industry trends, you will be able to make better-informed strategic marketing decisions.  

Why is competitive intelligence important?

How to gather competitive data: CI is a 6-step process

Sources to easily gain competitive advantage

4 Real-world competitive intelligence examples

How Meltwater can help you always stay one step ahead of your competitors

If you're interested in how you can use Meltwater to benchmark your PR & social performance against your competitors, complete the form below and we'll get in touch!

The following blog is an adapted snippet from our latest whitepaper, "The Social Media ROI Playbook: Driving Growth with Social"

Competitive intelligence (or market intelligence) is the action of gathering, analyzing and distributing information about products, markets, customers and competitors.      

Anticipate your competitor’s likely next steps

Managing increased competition for media attention was cited as a top challenge by 21% of PR teams in Meltwater's 2026 State of PR report. By collecting valuable information through the process of competitive benchmarking, it makes it easier for you to then create an effective and efficient competitive strategy and stand out. Competitive benchmarking is a great starting point for those just starting to dabble with competitive intelligence. 

Benchmarking is a good way of understanding how a company is performing against others and importantly ensures that they can stay competitive in the market. It provides insight into what a competitor is doing, what works, what doesn’t work, and what companies can use to their own advantage, whether that’s by adopting successful practices or avoiding ineffective ones.

Tanya Houston, Managing Director, Wildwood PR

In simple terms, competitive benchmarking involves analyzing which part of the pie (aka the total volume of conversation) is related back to your brand versus competitors. Marketing and PR teams tend to look at how share of voice develops over time so they can identify peaks and troughs in conversations for their brand versus competitors and understand what’s driving this/ measure how reach and awareness stacks up. 

Other metrics aside from media volume that are often benchmarked include:  

The good news is that you don't need to be a large company to utilize CI or conduct a competitor analysis. Businesses of all sizes and various industries can make use of it.

Here are some industries for which competitive intelligence has proven beneficial:

Later on, we will provide some real-world examples to demonstrate how some of these industries gather competitive data using competitor analysis tools. 

Let's continue and break down the main benefits of competitive intelligence.

Ready to begin tracking your competitors' online campaigns? Complete the form below and we'll get in touch!

Competitive intelligence is important because it helps businesses understand where they stand within the competitive landscape, define their market share and identify opportunities as well as challenges in the industry. 

Goals and benefits of competitive intelligence

To put it simply, the goal of competitive intelligence is to make your product or service stand out from the rest and to always be informed about what your competition is up to. In order to achieve these goals, CI has to be effective and repeatable. 

Competitive intelligence has many benefits. It makes it possible for businesses to:

Get insights around market developments (e.g., geographic development, marketing, recruitment)

Position themselves strategically in the market (i.e., market positioning)

Analyze the competitiveness and reputation of their brand, in relation to the industry via brand tracking

Improve their marketing efforts by analyzing what others are doing (from product development to social media)

Now it is time to see how competitive intelligence really works.  

How do you collect relevant information on your competitors and use it to boost your business? 

Basically, what you need to do is execute these six steps: 

Determine key areas of interest & set your goals

Sounds complicated? Don't worry, we will explain each phase in more detail.

Tip: Consider downloading our free 4 Step Guide to Staying Ahead of Competition on top of following the following steps.

First and foremost, you need to identify the competitors you want to monitor since your competitive landscape is most probably pretty vast. 

Tip: Start small by limiting your market research to your direct competitors. Those are the companies that sell the same product/service as you to the same target audience. This way you can develop a business plan or a business strategy focussing only on the companies you come up against the most. Once you need more extensive market research, consider using market research tools.

[2] Determine key areas of interest & set your goals

Ask yourself what interests you most about your competitors: Their product updates? Their team? Their recent marketing and social media efforts? 

Concerning the latter, we should not forget to mention media intelligence (also known as media monitoring), the process of collecting and analyzing data that has been generated by various media channels. It is important to not only focus on media mentions, tonality, etc. of your own brand but also to look outside the box. 

Has a competitor had a brand crisis? A competitor’s opportunity or threat can easily become yours too, so it’s wise to keep an eye on conversations surrounding their brand or your industry. There are two different ways you can do this.

The best way to see how your company and competitors are perceived across media is by implementing a media monitoring tool like Meltwater.

Later on, you will find out more interesting facts about what media monitoring solutions can do for you.

Tip: Self-demo our Media Intelligence Platform for free 

The next step in gathering competitive data is to set internal objectives and ask yourself what to do with the acquired information. Setting these goals will give you a clearer idea about what you need to achieve and deliver. This step is often overlooked, but it is important to make sure the time you are investing in completing this research benefits your team and can be used to improve your business.

Wondering, "How?" Well, this is the point where you have to take some time to explore the online presence of your competitors and gather and store information about their services, products, websites, social media engagements, etc. The more data you have, the better, as it will help you pull out valuable insights. This process can be faster with easily accessible sources, helping you gain a competitive advantage.

The next chapter will give you an overview of the most useful sources to collect intel.

Let a social media monitoring platform gather the data on your competitors instantly via competitor monitoring. Self-demo our Media Intelligence Platform or fill out the form below to learn how Meltwater can save your team time!

The process of collecting competitive intelligence can be time-consuming as the data is usually in various formats and spread across multiple platforms. Consequently, keeping track of your competitors and the competitive landscape in real time can be stressful.  

That's why it is important to accumulate all the information in one central location to simplify the further process of competitive analysis. That way you don’t have to search for that same fact or figure you recalled seeing on a website weeks ago. The most effective way to achieve this is to leverage a competitive intelligence platform like the Meltwater Media Intelligence Suite.

By paying attention to competitor data and industry trends, brands can make better-informed strategic marketing and PR decisions.

What Is Competitive Intelligence and Why Does It Matter?

What if you could predict how a single change in your marketing strategy would directly impact your sales? That’s the power of causal research. While other forms of competitive intelligence research tell you what’s happening, causal research tells you what’s likely to happen if you make a change.

Marketers are swimming in data. It’s easy to get stuck in analysis paralysis when you’re tracking things like clicks, impressions, open rates, and conversions. But numbers alone don’t drive decisions; insights do. And if you’re relying only on observational data, you might be mistaking correlation for causation. 

Causal research filters out the noise so you can make smarter, evidence-backed decisions. Here’s how you can harness causal research for a serious competitive edge.

How Causal Research Provides Actionable Business Insights

How Causal Research Can Be Used for Competitor Research

Advantages and Limitations of Causal Research

Real-World Examples of Causal Research in Action

Integrating Causal Research for Smarter Business Decisions

Causal Research definition: A type of market research that determines whether one variable causes a change in another. 

Causal research helps marketers test hypotheses and identify cause-and-effect relationships through controlled experiments, not just observations. The goal is to find cause-and-effect relationships, where a change in one variable directly leads to change in another.

Simple causal research examples could be:

Changing a product’s price directly leading to changes in buying behavior

Altering a product’s placement directly affecting sales performance

A different email subject line directly causing higher open rates

Compared to formal research methods like descriptive or exploratory research, causal research is more focused and precise:

Descriptive research tells you what’s happening. 

Exploratory research shows you where to look and what questions to ask. 

Causal research answers the critical “why” behind the behavior. 

All three methods use structured, systematic approaches. But causal research is the most rigorous when it comes to isolating variables and validating hypotheses. It’s especially valuable when you’re ready to act and want to use data to minimize risk.

TIP: AI can help immensely when it comes to market research. Check out our blog on AI in market research to learn more!

Causal research uncovers insights you can actually use. Marketers need to make decisions quickly and confidently. Causal research gives you the data-backed clarity to move forward without second-guessing. 

Here are some areas where you can jumpstart causal research insights.

Gain customer behavior insights through informal surveys

Informal surveys are a low-lift way to gauge customer behavior and attitudes. They help you identify possible causal relationships worth testing, like whether customers who read your blog are more likely to convert. 

Surveys themselves aren’t causal. But they do help frame hypotheses for future experiments and direct your attention to the behaviors that matter.

Observe trends in social media and online communities

Platforms like Reddit, TikTok, or Twitter/X are goldmines for finding new trends or themes. Causal research takes those observations a step further. 

Let’s say you notice a spike in engagement when your brand posts behind-the-scenes videos. With causal research, you can test different content types and measure their direct impact on engagement or sales. This turns anecdotal buzz into concrete, usable insight.

Test ideas and gathering feedback quickly

Causal research doesn’t have to take months or require a massive budget. A simple A/B test, a pilot program, or even a geo-targeted rollout can help you test new ideas fast and gather feedback based on real behaviors. 

That kind of agility can make the difference between staying ahead or falling behind.

There are several ways to conduct causal research. Each technique offers its own strengths, but they all aim to uncover cause-and-effect relationships you can act on. 

Below are some of the most common and effective methods marketers and business teams use.

Surveys and polls explore customer perceptions, preferences, and intentions, which can help inform hypotheses for causal testing. They don’t prove causation on their own, but a well-designed survey or poll can highlight behavior drivers.

For example, if customers say they’re more likely to buy after watching a product demo video, that insight might lead you to test how demos impact conversions.

Tools like heatmaps, click tracking, and social listening platforms let you observe how users interact with your brand or content in real time. These observations help you identify patterns, such as where users are dropping off or what messaging resonates. 

Observational data alone can’t confirm causality. But it can set the stage for deeper testing. You might spot a behavior trend, then design an A/B test to see what’s behind it.

A/B testing allows you to isolate one variable at a time, like an email subject line, landing page layout, or CTA button color, and measure the direct impact on user behavior. 

Market experiments (like offering a discount in one region but not another) help determine the real effect of marketing actions in the field. 

Controlled comparisons like these are the gold standard for identifying causation. They’re key to making smarter, more confident decisions.

Causal research can also be a powerful tool for understanding what’s driving success (or failure) for your competitors. You can identify changes in their strategy and watch how customers respond to it, allowing you to find patterns and even learn from their mistakes. 

Analyzing competitor activity through social media

Social media is often the first place competitors test new messaging, campaigns, and offers. Using social listening tools, you can conduct competitive intelligence: Monitor how often their brand is mentioned, what people are saying, and how audiences are reacting. 

For example, is their latest campaign driving excitement or falling flat? Look at changes in engagement and sentiment to connect the dots between their actions and public response.

Monitoring competitor content and online presence

Competitors’ websites, blogs, and product pages are full of strategic signals. For example, you might pick up on whether they’re doubling down on SEO for certain topics, launching new features, or changing their pricing model.

These moves may reflect shifts in strategy. When you pair them with performance outcomes like traffic trends, share of voice, or customer reactions, you can reverse-engineer their playbook.

A social listening solution like Meltwater can help you quickly gauge your competitors' online presence so you can benchmark your team's strategies and performance against them. That way, you can make more informed decisions when refining your own tactics.

Gaining insights from competitors’ customer reviews and feedback

Public reviews are a treasure trove for causal clues. Analyzing what customers praise or complain about helps you uncover patterns in how competitor experiences translate into real satisfaction (or a lack of it). 

For example, if a competitor’s ratings tank after a product update, there’s likely a cause worth investigating. 

Monitoring this kind of sentiment helps you better understand what your customers expect and gives you the chance to outperform competitors.

The Meltwater Suite analyzes billions of data points to provide insights that can supercharge your research efforts. Click here and fill out the form below to request a demo!

Anyone can conduct causal research with the right set of tools. Here are a few must-have tools to support your research processes and digital transformation in marketing.

Social media monitoring tools and sentiment analysis tools

Social monitoring tools like Meltwater allow you to track brand mentions, monitor competitors, and analyze sentiment across social platforms and news outlets. You can watch how audiences respond to specific campaigns, product announcements, or messaging in real time, then link actions to specific marketing outcomes.

This kind of insight helps you craft more informed hypotheses and see what’s resonating or backfiring. The real-time element gives you a faster way to react and respond, instead of waiting for the data to roll out days, weeks, or months later.

Google Analytics is a go-to for tracking user behavior on your website. It’s especially powerful when paired with causal testing. 

For example, you might want to know if a homepage layout change increased conversions, or if traffic sources affect bounce rate. 

Google Analytics gives you behavioral data, which you can use to analyze patterns and outcomes. When you combine them with A/B testing tools, it becomes even more useful for pinpointing what’s causing performance shifts.

Feedback tools like Qualtrics, SurveyMonkey, or built-in Net Promoter Score (NPS) surveys help you collect the voice of the customer. These datapoints aren’t inherently causal, but they can point to trends that you can test more formally. 

For example, if customers say they’re confused about the checkout process, you can redesign the flow and see whether it results in more sales and fewer abandoned carts.  

Feedback guides experimentation and keeps your causal research marketing grounded in real user experience.

Causal research is one of the most practical tools marketers have for making confident  decisions. But like any method, it comes with trade-offs.

Benefits: Speed, flexibility, and cost-effectiveness

You don’t need tons of planning to run causal research. In many cases, you can test an idea on the fly and start collecting data. 

Causal research is also highly adaptable. You can apply it to everything from email subject lines to landing page layouts, product offers, or even customer service scripts. That makes it a go-to method for teams who want to experiment quickly, learn fast, and optimize on an ongoing basis.

Potential drawbacks: Bias and lack of depth

Causal research isn’t perfect. It can be easy to misinterpret results if your test isn’t well designed. Bias, conflicting variables, or small sample sizes can all skew findings. 

Causal research also tends to focus on narrow questions, which means you might miss the bigger picture. For example, while a test might show that changing your pricing improves conversions, it won’t tell you why customers are more willing to buy. That’s where deeper qualitative methods come in. 

Ideally, you’ll use causal research alongside other methods so you can confirm what works and explore the "why" behind it.

Causal research happens every day in marketing teams, product departments, and customer experience groups across industries. Here are a few real-world ways businesses are using causal research to their advantage.

Competitive Intelligence

What Is Competitive Intelligence and Why Does It Matter?

How Causal Research Provides Business & Insights

What Is a Competitive Matrix? How to Analyze Competitors

Tailoring Social and Media Intelligence for Global Enterprises

How to Do a Social Media Competitor Analysis: Full Guide

How To Do Market Research: Definition, Types, Methods

Digital 2024 July Global Statshot Report Analysis

How to Gain a Sustainable Competitive Advantage with Porter's 3 Strategies

How To Use Meltwater As A Research Tool: Agency Edition

The Importance of Competitive Benchmarking in PR Strategy

Competitive Intelligence

What Is Competitive Intelligence and Why Does It Matter?

How Causal Research Provides Business & Insights

What Is a Competitive Matrix? How to Analyze Competitors

Tailoring Social and Media Intelligence for Global Enterprises

How to Do a Social Media Competitor Analysis: Full Guide

How To Do Market Research: Definition, Types, Methods

Digital 2024 July Global Statshot Report Analysis

How to Gain a Sustainable Competitive Advantage with Porter's 3 Strategies

How To Use Meltwater As A Research Tool: Agency Edition

The Importance of Competitive Benchmarking in PR Strategy

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