United States

Generative AI is everywhere now. You see it in content, campaigns, customer experiences, and even internal workflows. It promises speed, scale, and efficiency, but there’s a harder question sitting underneath all that progress; Do your audiences actually trust it?

Trust in the Age of AI: What Consumers Really Think About AI Generated Content

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

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

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

Keeping a close watch on your competitors is necessary in order to identify new trends and tactics in a timely manner, predict market shifts, gain market share, and ultimately continue to grow competitive advantage. Competitive analysis in marketing is one of the tools that can help achieve this.

Conducting a competitor analysis can be a unique challenge. While the concept is simple, the process is a bit more complicated. In this article, we provide a framework for how to conduct such an analysis in order to develop a competitive strategy, as well as a direct template that you can use to get started today.

Looking for an easy way to put together your competitive intelligence strategy? Use this free competitor analysis template.

When You Should Perform a Competitor Analysis

What Methods Should You Use for Competitor Analysis?

How to Conduct a Competitor Analysis (Step-by-Step)

How Meltwater Supports Competitor Analysis

Start Analyzing Your Competitors to Gain a Competitive Edge

With a competitive analysis report, you can establish what makes your company unique compared to the competition. You can evaluate competitors by placing them into strategic categories and evaluating their strengths and weaknesses in comparison to your own.

What Are Competitive Analysis & Competitive Benchmarking?

Competitive analysis can cover a wide range of areas, key metrics and more. Depending on your industry, some of these will be more crucial than others. Regardless, the more thorough the analysis, the more effective it will be in determining both direct and indirect competitors.

Establish the purpose of constructing the competitive analysis framework

Understand your competitors' hiring strategies

Analyze your competitor's social media channels

Encourage knowledge sharing (perhaps through an internal newsletter)

Want help putting together a competitor mapping strategy? Get in touch to receive a demo of the Meltwater platform.

Tip: Learn why you should create a centralized competitive intelligence database and read our customer story with the technology brand "realme" which uses Meltwater to keep abreast of competitor activity and innovations all over the world to see the Meltwater Suite in action.

Why it’s important to analyze your competitors

Competitor analysis helps you better understand the space your business operates in. It’s a crucial step if you want to remain relevant in your industry. Watching what your competitors are doing gives you a more accurate starting point when considering your marketing strategy, social media strategy, and overall business strategy. 

Is a competitor planning a pivot? Why? Should you also look at this option? Perhaps it points to a wider consumer shift you need to pay attention to.

Doing regular competitor analysis exercises will help you answer these questions, and more, to move ahead with confidence and gain a larger share of consumer attention.

What to include in a competitive analysis

To be useful, a strong competitive analysis will focus on understanding how and why they succeed (or fall short) in the market. To get a complete picture, your analysis should include:

Direct, indirect, and emerging competitors

Products or services, with a focus on features, pricing, and value propositions

Brand positioning and messaging across websites, content, and campaigns

Marketing and distribution channels, such as social, paid media, and partnerships

Target audiences and market segments each competitor serves

Customer sentiment, drawn from reviews, testimonials, and social conversations

Market share and growth trends to assess competitive momentum

Strengths, weaknesses, opportunities, and threats to highlight gaps and risks

LLM positioning to get the full picture of their presence where a large portion of consumer searches are now happening

Together, these components help you identify where competitors are winning, where they fall short, and where your brand can differentiate and capture unmet demand.

When Should You Perform a Competitor Analysis?

While you should be monitoring your competitors on a regular basis, there are a few pivitol moments when performing a more in-depth competitor analysis is recommended:

Whether you’re seeking out ideas for a new Etsy shop or dreaming about launching a tech startup, analyzing the competition should be one of the very first steps before you press “Go”. 

The exercise will give you a deep, multi-faceted understanding of the industry you plan to enter or disrupt, including other players who may be trying to edge into the space. Using Crowdspring to create distinctive branding and design can give you a competitive advantage by helping your business stand out visually in a crowded market.

From this information you can devise a strategic marketing plan to differentiate yourself, your products, and your vision. 

If you have plans to launch a new product or service, it's important to check if your competitors have done something similar, and follow that up with some social listening to assess customer satisfaction or dissatisfaction with the results. 

Depending on the results, it certainly doesn’t mean you should or shouldn’t go forward with your launch, but armed with competitive insights you can hone your messaging, better prepare for customer response, and iterate on your competitors shortfalls. 

Use competitor analysis to differentiate yourself and highlight why consumers should choose your product or service over others in the market.

Pivots are a natural part of the evolution for many businesses, and while they are nerve-wracking, they can be extremely successful if executed well. 

Part of that careful execution comes from analyzing competitors who have either done the same thing, as well as identifying any potential new competitors you’ll have after a successful pivot. (Depending on how dramatic your pivot is, you could consider conducting your competitive analysis as though you were starting a new business).

Use a competitive matrix to understand the major players in the market.

Your business could be humming along nicely, but not growing. This is another good time to perform a competitive analysis, especially if you notice your competitors gaining traction and market share. If you've started losing customers, you need to understand any new tactics they might be using and any wider industry trends that you may have missed. 

Identify market trends and market gaps that you can use to attract new customers or win back prior customers.

If you've noticed a dip in organic traffic it could be due to something different one of your competitors is doing in their SEO strategy, or it could have to do with the move away from traditional search and toward LLMs for brand discovery. You should be doing competitive keyword analysis on a regular basis, but especially if you notice a drop in traffic.

Gain an understanding of how major LLM models are representing your brand against your competitors. If there are inaccuracies, you can take steps to address them.

Competitive analysis turns market research into actionable strategy. Rather than guessing what will work, it helps teams make informed decisions based on how the market is already behaving. 

Key goals of a competitive analysis include:

Identifying market gaps by uncovering unmet needs, underserved audiences, and competitor blind spots

Informing product and service development through insights into features, pricing, and customer expectations

Uncovering market and industry trends to anticipate changes before they become standard

Refining messaging and positioning by understanding how competitors communicate value—and where you can differentiate

Strengthening strategic decision-making across marketing, sales, and go-to-market planning

By clearly defining these goals upfront, competitive analysis becomes a practical tool for growth, differentiation, and long-term market relevance—not just a one-off research exercise.

What Methods Should You Use for Competitor Analysis? 

There are several ways you can undergo competitive analysis, each with their own benefits. Make sure you know what you want to figure out, and any hypotheses you have, before determining which method to use. It is likely you will end up using more than one, but you want to make sure they’ll help you find out what you want to know.

There are a few different key types of competitor analysis you can consider focusing on when compiling your competitor list.

Market research: focuses on understanding the broader landscape, including customer needs, market size, trends, and emerging demand that influence competitive dynamics.

Product analysis: compares competitor offerings based on features, pricing, usability, and value to identify strengths, weaknesses, and gaps in the market.

Sales analysis: examines how competitors sell, including target segments, sales motions, distribution channels, and buying cycles.

Marketing analysis: evaluates competitor messaging, positioning, campaigns, channels, and audience engagement to understand how they attract and influence customers.

Financial analysis: reviews publicly available financial data and growth signals to assess competitor performance, stability, and investment priorities.

Tried and true methods for competitive analysis are still used in conjunction with more "new fangled" approaches. These more traditional techinques may feel old fashioned but they are reliable ways of identifying competitors and action points based on your findings.  

SWOT stands for Strengths, Weaknesses, Opportunities, and Threats. Use this framework to understand external and internal factors affecting your company, and can also be applied to analyzing your competitors.

Organize yourself and your competitors based on the differences or similarities between your marketing strategies. When you see who you’re most closely aligned with you can find an edge, and more accurately move forward in your business plan.

This framework is particularly useful for analyzing an industry's makeup. By understanding the structure that makes your industry (or a competing industry) thrive you can find opportunities to surge ahead. The “Five Forces” refers to five key elements you should base your competitive analysis on: 

Get even more in-depth tips and guidance for competitor benchmarking in our free eBook:

How to Perform Competitor Analysis And Find Market Gaps

ChatGPT brand mentions are the new white whale for marketers. The generative AI tool is now processing 2.5 billion queries per day, making it one of the most sought-after tools for brand discovery. Showing up in a ChatGPT response can be a major win for brands, but only if you show up correctly and in the right context. That’s not always the case.

Showing up in ChatGPT mentions or recommendations doesn’t happen by accident. GenAI tools pull from multiple data sources on the web and synthesize that information to return the best response to users. If you appear in a response, it means ChatGPT knows enough about you to match you to the context of a conversation. 

If you have a pristine and up-to-date online presence, you usually have nothing to worry about. But if there are inaccuracies, bad reviews, or outdated information floating around, chances are you’re not being mentioned in a favorable way. 

Tracking brand mentions is the only way to know for sure. Here’s how monitoring your mentions in ChatGPT works and why it should be part of your AI brand monitoring strategy.

The Right Way to Address Negative Mentions

Monitoring Brand Mentions in ChatGPT with Meltwater

Brand monitoring refers to the intentional act of tracking where your brand shows up online and how it’s being positioned. It involves reviewing social media, blogs, review sites, forums, and other sources so you can capture mentions and see how they influence public perceptions.

When you make brand monitoring a priority, you can:

Understand your position compared to competitors

Optimize campaigns to improve sentiment and share of voice

Get real-world data on how others perceive your brand

Using brand monitoring tools like Meltwater lets you mine for mentions at scale and gain contextual meanings behind the mentions. You’ll know what’s being said, how people are saying it, and the sentiment behind the comments — giving you a fuller picture of where your brand stands.

People are increasingly using AI tools like ChatGPT to find answers and share information. Unlike social media, using ChatGPT is like having a private conversation. There’s back-and-forth dialogue, which feels more like talking to a friend or family member.

And unlike Google or other search engines, ChatGPT doesn’t speak in rankings. It focuses on context, clarity, and authority, not keywords and the number of backlinks. 

Overall, people are fairly trusting of ChatGPT and its recommendations. That’s why, if you show up there, you need to feel certain that ChatGPT is saying all the right things about you. The information it shares can influence perceptions and create opportunities for engagement.

If ChatGPT recommends you, you’ll never know about it if you’re using standard SEO or social listening tools. Some monitoring tools don’t account for AI platforms, at least not yet. Others are integrating AI mentions alongside traditional data to give you the full scope of your brand mentions.

Right now, there’s no way to pull brand mentions directly from ChatGPT queries. But tools like GenAI Lens from Meltwater can run searches on the platform and create a database of responses. It starts with a limited batch of test queries that align closely with your brand. 

Having this baseline is essential for seeing what ChatGPT knows about you and what it’s saying.

You can also do this process manually, though it takes time. For example, you might enter some basic queries, like “What do you know about [brand]?” or “What are the top five tools in [your niche]?” 

You can phrase these questions differently to see what ChatGPT comes up with. Look for how often it mentions your brand vs. competitors and how accurate the information is.

The real value from tracking ChatGPT brand mentions comes from how you interpret the findings. If you’re showing up already, great! That means ChatGPT knows you exist and can match you to relevant queries. 

Take the next step by analyzing how you’re showing up. For example, are certain products, features, or competitors showing up repeatedly? Are the responses consistent, or do they vary?

Review responses for outdated or missing information. If you’re not showing up in conversations you think you belong in, that could signal a lack of authority or clarity. Your brand is being overlooked because ChatGPT might not have enough credible information about you in that area.

Also, pay attention to themes or sentiment. ChatGPT’s responses often mirror how content on the web frames your brand. So if you have negative reviews or poor public perceptions, this will materialize in how ChatGPT talks about you. Pay attention to whether the tone is positive, negative, or neutral, and which talking points show up the most.

These insights can help you adjust your marketing strategy. For example, you can create new content that addresses potential shortcomings, run review campaigns to boost sentiment, or invest in thought leadership that builds authority.

Negative mentions in ChatGPT can feel unsettling, but they’re also useful. If you disagree with its outputs, focus on where this negative framing might be coming from. 

For example, is outdated information bringing you down? Have you not had much positive coverage lately? Treat every mention like a clue and trace it back to the source. Then see if it’s something you can change or work to overcome. In most cases, you can.

These tips can help you reduce the impact of negative mentions:

These are common signals that AI models like ChatGPT rely on the most. Even if you can’t erase negative publicity, you can counter it out with better content.

Positive mentions offer a clear sign that your message is landing. They can also be an opportunity to do more.

Start by identifying which strengths or phrases show up the most. These are the messages that AI already associates with your brand. You can start reusing this messaging across your content, such as your website or social media channels. Reinforce what already works to help you lock it in.

You can also use these insights to build stronger customer connections. If ChatGPT recognizes you for strong support and innovation, lean into these in your sales materials. Share testimonials and engage audiences around the attributes they already value.

For example, say a brand that consistently show up as trustworthy doubles down on thought leadership and case studies to reinforce that authority. Over time, it creates a feedback loop where positive attributes fuel AI visibility, creating more of the same.

Ethics is becoming a core part of any conversation involving AI use, including how you track ChatGPT brand mentions. Interactions on the platform are private and anonymous. Your focus should be on outputs and patterns.

Any information that comes from tracking ChatGPT brand mentions should be from aggregated trends, not single conversations. Whatever tools you’re using should be transparent about how it collects the data and aligns with privacy expectations.

Tracking ChatGPT brand mentions is becoming a crucial part of a complete brand monitoring strategy. AI is now a front door for discovery and decision-making, and brands need to know how they’re showing up here. Fix what’s inaccurate or damaging, double down on what’s right, and continue tracking your presence to maintain control.

Meltwater helps brands be proactive about tracking, especially on AI platforms that traditional analytics tools don’t cover. Our GenAI Lens prompts ChatGPT at scale and aggregates your appearances, giving you context behind each mention so you can improve how you show up.

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

Why is monitoring brand mentions in ChatGPT important for businesses?

Monitoring brand mentions in ChatGPT is important for businesses because it is where people increasingly go to research brands and make decisions. If your brand shows up with outdated or inaccurate information, ChatGPT users believe it. You might scare off would-be customers. Monitoring mentions helps you understand how AI is describing your brand so you can spot gaps in visibility and make sure your expertise, products, and positioning show up correctly at the point of discovery.

What tools can be used to track brand mentions in ChatGPT conversations?

There’s no single “ChatGPT inbox,” so monitoring usually happens through AI visibility and brand intelligence tools, like Meltwater. Platforms with AI search monitoring tools, prompt-based testing, brand listening software with AI coverage, and custom prompt audits help track how your brand appears across AI responses. Many teams also combine this with SEO and PR tools to understand which sources AI is pulling from and why.

How can brands effectively respond to mentions in ChatGPT?

You can’t reply directly inside ChatGPT, but you can influence future responses. The key is strengthening the sources AI relies on, such as your website, FAQs, thought leadership, press coverage, and trusted third-party mentions. Updating content, clarifying brand positioning, and correcting misinformation at the source level helps AI generate more accurate responses over time. 

What challenges might companies face when monitoring brand mentions in ChatGPT?

The biggest challenge is visibility. AI responses aren’t always consistent, and they change based on prompts, context, and model updates. Attribution can also be unclear, making it harder to trace where information comes from. Another hurdle is scale, as manual testing doesn’t work long-term. That’s why brands need structured monitoring, repeatable prompts, and clear benchmarks to track trends rather than isolated answers.

How does monitoring brand mentions in ChatGPT compare to traditional social media monitoring?

Traditional social monitoring tracks what people say about your brand. ChatGPT monitoring tracks what AI says about your brand on behalf of millions of users. There are no likes, comments, or threads; just synthesized answers. Instead of managing conversations, you’re managing accuracy, authority, and visibility in AI-driven discovery platforms that are shaping decisions early in the process.

Monitoring Brand Mentions in ChatGPT: The What, Why, and How

Every marketer today should be familiar with the basics of social media management and the steps of setting up and implementing a social media strategy. 

In this guide, we will give you a peek into the

Social media platforms to promote your business

Do’s and don'ts of social media management

Are you ready to begin the journey of becoming a social media superstar?

Why is social media management important for business?

What skills do you need to be a social media manager?

Should influencer marketing be part of your social media strategy?

How much does social media management cost?

What are the best social media channels for your business?

The dos and don’ts of social media management

Social media management describes the strategies and tactics used to manage your company’s presence on social media channels like Facebook, Instagram, and Twitter. 

Creating and implementing a social media strategy

Publishing and analyzing the content you post

Engaging with your audience through social media has become a necessary part of every online marketing strategy. In fact, 76.7% of companies believe that social media will play a more important role in their business in 2026 (State of Social Media, 2026).

Download Meltwater’s 2026 Global State of Social Media Report to explore the data and insights shaping social media trends in 2026.

If executed correctly, social media management can do wonders for your business, whether big or small.

The Meltwater Blog

How to Perform Competitor Analysis And Find Market Gaps

Monitoring Brand Mentions in ChatGPT: The What, Why, and How

Social Media Management [Tips to Elevate Your Brand]

AI-Driven Brand Discovery: A Game Changer for Marketers

How AI Decides Which Organic Fashion Brands to Recommend

The 10 Best Brand24 Alternatives Compared (2026 Guide)

Influencer Reporting: How To Measure Impact & Prove ROI

The Best TikTok Hashtags For More Views

The Basics of Public Relations (PR): Meaning & Examples

7 Best Cision Alternatives With Evaluation Criteria For 2026

Internal Communications Best Practices to Drive Your Business Forward

Ultimate Social Media Marketing Guide