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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

For marketing and PR teams, social media has shifted from a controlled broadcast channel to a live environment where anyone can shape the story. A single post can reframe how people feel about your brand in mere minutes, and the conversation keeps moving whether you're watching or not.

Customers, employees, creators, and critics all contribute to brand perception publicly. What used to be managed through press releases now plays out in comment sections and screenshots. Silence reads as avoidance. Overreaction escalates things. The margin for getting it right is thin, and the window to respond is thinner.

This guide breaks down what social media reputation management looks like in practice and how to build a system that holds up when things move fast.

What Is Social Media Reputation Management?

Why it Matters More Than Most Brands Realize

Key Pillars of Social Media Reputation Management

Strategies for Effective Social Media Reputation Management

Implementing a Social Media Reputation Management Plan

Tools and Technologies for Social Media Reputation Management

Common Challenges in Social Media Reputation Management

The Future of Social Media Reputation Management

Safeguarding Your Digital Presence with Meltwater

Social media reputation management means tracking how people talk about your brand across social channels and shaping that conversation where you can. That includes monitoring mentions, responding to feedback, spotting emerging trends, and keeping a read on overall sentiment.

The goal is to protect your image and get ahead of issues before they grow. The task is ongoing because the conversation never stops.

Reputation management shapes how people see you in real time, and that perception carries directly into business outcomes. Whether someone is deciding to buy, apply, or partner with you, what they find online plays a real role in that decision.

Most teams understand the basics: respond to comments, handle the occasional complaint. Where things break down is treating reputation management as reactive rather than structural. When it's cleanup rather than strategy, you're always playing catch-up.

Brand image: Social media shapes day-to-day perception, so consistent messaging and active engagement keep that perception aligned with who you actually are.

Consumer trust: How you show up and handle feedback directly impacts trust, which is what drives loyalty and conversion over time.

Crisis containment: Fast, thoughtful responses can contain damage and even rebuild credibility when things go sideways.

Competitive positioning: A strong reputation makes it easier to attract customers, partners, and talent who want to align with brands they feel good about.

Reputation management on social media holds up when a few core pieces are working together. Without these, you're just going to keep reacting to problems instead of staying ahead of them:

You can't manage what you're not tracking. That means keeping tabs on mentions, tags, keywords, and even indirect conversations across platforms. The goal is to understand sentiment patterns and catch issues early.

Engagement is how brands build actual relationships. Responding to comments and questions shows people you're paying attention, and it should feel human. Scripted replies land flat and often make things worse.

Every piece of feedback is an opportunity. Acknowledge positive comments and share them when it makes sense. Handle criticism calmly, with empathy, and offer a clear path forward. How you respond often matters more than the feedback itself.

The content you put out shapes how people see you before they ever interact with you. Sharing useful, relevant, on-brand content reinforces what you want to be known for — whether that's insights, customer stories, or behind-the-scenes moments.

Crises on social can accelerate quickly, and improvising in the middle of one is how brands make it worse. Knowing the risks in advance, assigning clear roles, and having a brand risk management strategy and a response framework ready means you can move quickly when it counts.

Social media monitoring tools track mentions, keywords, share of voice, and sentiment in real time. They flag spikes in activity and give you a clear view of trends before they turn into problems. Pair tools with regular manual checks and AI-powered analysis to catch context that automated systems can miss. The goal is to spot issues early, not after they've already spread.

People can spot canned responses instantly, and they're less forgiving than they used to be. Speak directly, acknowledge the specific concern, and when something goes wrong, be clear about what happened and what you're doing to fix it. Honest responses build more trust than polished ones.

Strong reviews and customer stories don't always surface on their own; highlight them. User-generated content, success metrics, and real customer experiences reinforce your credibility and encourage others to share. Social proof does a lot of the reputation-building work for you when you make it visible.

There are people who share your audience and already have their trust. Start with your own customer base to identify who's leading conversations online. Influencer marketing platforms like Meltwater can help you find and build those connections at scale. Collaborations that feel natural and aligned with your brand extend your reach without sacrificing authenticity.

A reputation management plan only works if the people implementing it know what to do. That means brand guidelines, timing expectations, channel-specific protocols, and clear guidance on how to handle pressure situations. Keep investing in training as platforms and expectations evolve.

A structured plan keeps your team from improvising when things move fast. Here's how to build one that holds up:

Start by figuring out where you actually stand. Look at mentions and sentiment across platforms, identify what's working and what's not, and pinpoint where risks or opportunities exist. This gives you a real baseline instead of assumptions.

Get specific about what you want to improve. Sentiment score, volume of negative mentions, average response time, and share of voice are all measurable starting points. Clear goals keep your team focused and make it easier to track progress.

Use social listening tools to track mentions and keywords in real time. Set alerts for terms relevant to your brand and decide how often you'll review activity and who owns follow-through.

Map out how your team responds in different situations, covering tone, timing, and escalation paths. Define roles clearly so nothing falls through the cracks when multiple people are involved.

Everyone involved needs to know the guidelines and tools — including how and when to engage, how to handle high-pressure situations, and who to loop in when something escalates.

Set a schedule to review what's working and where the gaps are. Compare results against your goals, look for patterns, and update your approach accordingly. A reputation management plan degrades quickly if you treat it as a one-time setup.

Managing reputation at scale requires the right infrastructure. A variety of reputation management tools and technologies are available to help organizations with effective social media reputation management. These platforms can automate processes, enabling quicker response times, and provide critical insights and analysis.

Track mentions, keywords, competitors, and trends across channels so you always know what's being said and can step in when needed.

Categorize conversations as positive, negative, or neutral so you can quickly understand how perception is shifting and where.

Plan, schedule, and publish content consistently without scrambling to post in real time.

Connect social interactions to customer profiles so responses are personalized and informed by the full relationship history.

Even with a solid plan, there are challenges that come up consistently. Knowing what to expect makes them easier to navigate.

Responding calmly and constructively when emotions are high, or when criticism feels unfair, takes real discipline. This is where tone training and pre-approved response frameworks pay off.

Speed and coordination matter more than perfection when something goes wrong. A slow or inconsistent response tends to make the situation worse, not better.

Algorithms, features, and content formats shift constantly, and what worked six months ago may not land the same way now.

Managing reputation properly takes time, tools, and staffing. For smaller teams or tight budgets, that's a real tension, and knowing where to prioritize is part of the job.

Measuring the success of your social media reputation management strategy is crucial for demonstrating ROI and encouraging continuous improvement. Various metrics and KPIs provide actionable insights.

Sentiment score, mention volume, share of voice, and average resolution time give you a clear, quantifiable view of how your reputation is trending. Review these on a regular cadence, not just when something goes wrong.

Look at how sentiment shifts across weeks and months, not just in the moment. Patterns here reveal what's improving perception and what's quietly undermining it.

Likes, comments, and shares tell you how far your content travels and how connected your audience feels. Higher engagement usually signals stronger credibility.

Track how often and where your brand is being discussed, both directly and indirectly. An increase in organic, positive mentions is one of the clearest signs your strategy is working.

Protect your reputation with AI-powered Social Listening

Social Media Reputation Management Guide

Discussions of AI in luxury advertising increased 26% quarter-over-quarter at the beginning of the year, begging the question, do luxury consumers want AI in their advertising? Consumer attitudes toward the technology have been increasingly consequential to the luxury fashion sector as it has become ubiquitous and increasingly thorny. In that time, some of the world’s biggest luxury brands have experimented with using AI-generated imagery, but audience reception has often been less than glowing.

As many commentators have pointed out, AI-generated creative bumps up against luxury’s core pillars of artistry and exclusivity. It’s no surprise that audiences that value handcrafted goods might be less receptive to AI imagery than more tech-centered ones. 

And yet, as creatives continue to push the limits of what can be created with the technology, luxury brands seeking to distinguish themselves are along for the ride. 2026 may very well be the biggest year yet for AI in luxury advertising, so we used Explore+ to get to the bottom of how consumers at large really feel about it. Here’s what marketers need to know about the digital conversation, along with data-driven guidelines for campaigns. 

Methodology: Our Explore+ analysis examines English-language conversations about AI usage and luxury brands in the US and Canada from February 1, 2025, to February 28, 2026, across major social platforms, including Instagram, TikTok, X, and Reddit, as well as blogs, forums, and online comments.

Consumer Scrutiny of AI in Luxury Marketing Is Growing

In February 2025 and again in January 2026, the conversation around AI in luxury marketing surged online, resulting in a 52% increase of engagement across that time span. However, along the way negative sentiment rose also significantly, marking a dramatic shift in audience perception. Here’s how it went down:

First, the inspiration phase: Independent creator content, not those of major brands, drove the February 2025 engagement spike. Creative director Sybille De Saint Louvent’s AI-generated campaign concepts, including those for Loro Piana, Loewe, and Prada, made waves on Instagram and TikTok in early 2025, particularly after being promoted by culture and fashion outlet CultedXO. At the time, positive sentiment praising the visuals and concepts modestly outweighed critiques of AI usage. Emphasis on the creative expertise and human taste behind the images was central. 

Next, the turning point: An AI-generated “Imaginary Hermès Ad” by creator @lucamakesstuff drove nearly half of November 2025 engagement. However, by that point negative and positive sentiment were nearly even, with the former rising and the latter falling. Around this time, some poorly-received, AI-generated holiday campaigns and increased political attention to public concerns about the long-term effects of data centers helped drive negative negative sentiment.

Now, the scrutiny phase: The January 2026 spike in engagement coincided with the releases of AI-generated ad campaigns from multiple luxury brands. By then, following the rise of AI slop over most of 2025, the tide had fully, officially turned, with the volume of negative mentions more than doubling positive ones. 

So while 2025 began with optimism about AI in luxury, this year the debate is centered on ethics, authenticity, and copyright concerns. Interestingly, much of the overall conversation (62% of mentions) as well as the critique (about 30% negative sentiment) is concentrated on Reddit, home to growing, highly engaged communities of luxury fashion and beauty enthusiasts. 

Across sources, recurring themes in negative mentions included the dilution of exclusivity, replacement of labor, and a general devaluation of human creativity, mastery, and taste. Themes within the much smaller positive conversation focused on AI’s potential to expand and reimagine artistry for a technologically evolving future. Together, these topics highlight what luxury brands should embrace and avoid as they plan for the next wave of the AI era. 

The Dos and Don’ts of AI in Luxury Marketing 

Do: Celebrate and highlight human creativity.

Aside from its timing, CultedXO’s viral post about Louvent’s AI-generated campaign concepts tapped into luxury audiences’ appreciation for human creativity. It’s the same appeal to personal connection and identification that has fueled the rise of creative directors as brand ambassadors, and even the advent of celebrities as creative directors. 

Luxury brands will always have an edge in highlighting the creative minds behind their offerings, but that goes double for campaigns that incorporate generative AI. The technology used by an artist for expression will always have a warmer public reception than a brand conspicuously using it for cost savings.

If you think audiences can’t tell the difference between artistic and low-effort uses of AI, think again. Generative AI is no longer a shiny, new novelty. Instead, consumers are much more knowledgeable about the technology and discerning about its outputs than they were even a year ago. Campaigns and initiatives that assume otherwise are likely to fail in the face of increased public cynicism. 

This Reddit post sparked lively discussion among fashion photography enthusiasts about the usage of AI in luxury brand marketing.

For evidence, look no further than the backlash to AI marketing at this year’s Super Bowl. On the flipside, brands that stay in step with audiences and take their AI concerns seriously will be best positioned to find genuinely innovative, purposeful ways to deploy the technology. This is particularly true for luxury brands, whose audiences value artistry and attention to detail in their brand experiences. 

Announcing the use of AI-generated creative after backlash or, worse, concealing it entirely is a wrecking ball to brand trust. Even when it isn’t required by law, brands should always be open and transparent about when and how they use generative AI in marketing and advertising. Those that don’t risk huge negative business impacts and becoming the industry’s next cautionary tale.

As the commentary and debate around AI in luxury continues to roar, avoid reactivity or desperate attempts to catch up to already peaking trends. Instead, let cold, hard consumer intelligence data and your authentic brand identity guide your journey through this evolving, technological landscape.

Audiences are already growing tired of AI-generated sameness that implies we’ve reached the end of creative possibility. The expectation of homogeneity has only created more opportunity for luxury brands to surprise consumers, in a good way. AI-powered solutions like Explore+ allow you to understand audiences at scale so you identify where your competitors are crowding and where your brand can blaze its own innovative trail.

As luxury brands develop their guidelines and strategies around generative AI in marketing, customer voices and values must be central. Success won’t be determined by whether or not a brand uses AI-generated content, but rather how they engage with their audiences. Consumer desire for authenticity and originality is foundational, no matter where technology takes us next. The brands that use AI to more deeply understand and engage with their audiences are the ones that will come out on top. Those that use it without intention, creativity, or some sense of taste, on the other hand, will get left behind. 

Do luxury consumers want AI in advertising?

Luxury consumers are not universally opposed to AI in advertising, but Meltwater’s Explore+ analysis of luxury brand marketing shows growing skepticism. While early conversations in 2025 were more optimistic, recent data highlights a clear shift toward concerns about authenticity, ethics, and creative value. Consumers are more accepting of AI when it enhances human artistry rather than replaces it.

How do consumers feel about AI-generated luxury campaigns?

According to Meltwater’s Explore+ analysis of luxury brand marketing and AI, consumer sentiment has become increasingly negative over time, with negative mentions significantly outpacing positive ones in 2026. Audiences frequently critique AI-generated campaigns for lacking originality, diluting exclusivity, and undermining craftsmanship, core pillars of luxury branding.

What are the biggest concerns about AI in luxury marketing?

Meltwater’s Explore+ analysis reveals that the top concerns include loss of authenticity, replacement of creative labor, copyright and ethical issues, and the perception of “AI sameness.” These concerns are especially prominent on Reddit, where luxury consumers actively scrutinize brand decisions.

What are best practices for using AI in luxury marketing?

Based on Meltwater’s Explore+ analysis of consumer conversations, best practices include being transparent about AI usage, centering human creativity, aligning with brand identity, and using data-driven insights to guide execution. Brands that treat AI as a creative tool rather than a cost-saving shortcut are more likely to resonate with luxury audiences.

How should luxury brands approach AI in 2026?

In 2026, Meltwater’s Explore+ analysis suggests that luxury brands should continue experimentation with a focus on intentional, strategic use of AI. Success will depend on balancing innovation with authenticity, leveraging AI to enhance storytelling and audience understanding without compromising the craftsmanship and exclusivity that define luxury.

The Dos and Don’ts of AI and Luxury Marketing

Creating strong, positive brand awareness is essential to any company’s success. Measuring brand awareness is the art of analyzing your brand awareness with the goal of understanding your market presence and strategizing ways to grow. 

How Can Marketers Measure Brand Awareness Effectively

What are Common Metrics for Measuring Brand Awareness?

How Can Teams Build a Brand Awareness Framework That Scales?

What Mistakes Do Brands Make When Measuring Awareness? (And how to overcome them)

Tip: Learn more about brand reputation measurement.

Brand awareness means being known by consumers: how well they know and recognize your brand. This plays an important role when planning to make a purchase. Successful brand management means making sure your brand stays consistent and maintains a positive reputation, inspiring easy recall for busy shoppers.

Learn how to measure the reputation of your brand in the digital age

The challenge for brands is to continuously improve their attractiveness to consumers, while remaining memorable. Change too fast or too quickly and you lose space, or even credibility. But before you take any steps, you must first know where you are and where you want to go. This is where brand awareness measurement comes in.

Tip: Brand awareness now permeates the LLM space, which can be difficult to track without the right tools. Meltwater's GenAI Lens is designed to help brands understand their LLM presence, ensure information accuracy, and measure up to competitors.

GenAI Lens - Your brand, shown through the lens of AI

Brand awareness is often mistaken for simple visibility, but it’s much more than that. Awareness is the foundation of how audiences perceive, trust, and ultimately choose your brand. It shapes whether your brand is remembered, how it’s talked about, and how it stacks up against competitors over time.

In today’s digital-first landscape, awareness isn’t just a top-of-funnel metric. It’s a leading indicator of brand trust, differentiation, and long-term equity. 

According to industry research, consistent brand presentation across channels can increase revenue by up to 23% (Lucidpress), underscoring the direct impact of awareness on business outcomes.

That’s why modern marketing and insights teams treat awareness tracking as a must-have. With media and social monitoring platforms like Meltwater, brands can go beyond surface-level metrics to monitor awareness growth, understand audience perception, and track share of voice across regions. 

Tools like social listening analytics and AI visibility tracking help teams uncover not just how often they’re mentioned, but how they’re perceived—and why that matters.

A brand awareness campaign is a specific type of marketing campaign designed to assess current brand awareness and, using those insights, build stronger awareness through various tactics. A brand awareness campaign is common after a full or partial rebrand, but this is not the only instance where it may be used.

Many brand awareness campaigns start with conducting a market study.

Surveys are one of the the most traditional ways to get a baseline measurement of your reputation.

You can also organize focus groups or question a random sample of people, to make a general determination of how well known your brand is to the general public. If you are top-of-mind it's a good signal that your brand awareness campaigns are working. 

Market research tactics such as e-mail followups asking “How did you hear about us?" are also very useful tools for measuring brand awareness.

Brand awareness today goes far beyond name recognition. In a digital, data-rich environment, it reflects how often your brand appears in relevant conversations, how it’s perceived, and how it influences audience behavior.

It’s not just about being seen—it’s about being remembered, trusted, and preferred.

Brand recognition measures how familiar audiences are with your brand—often reflected through metrics like mentions, impressions, and reach.

Brand perception, on the other hand, captures how people feel about your brand. This includes sentiment, tone, and the context of conversations.

While recognition tells you if people know your brand, perception tells you what they think about it. This is why perception metrics—especially sentiment—are critical. High visibility without positive perception can actually harm brand equity.

How brand awareness connects to trust and preference

Awareness plays a direct role in building trust and influencing purchase decisions. The more consistently and positively your brand shows up, the more credible and familiar it becomes to your audience.

Over time, this familiarity translates into preference. Consumers are more likely to choose brands they recognize and associate with positive experiences.

Meltwater helps connect these dots by combining recognition metrics (like mentions and reach) with perception insights (like sentiment, tone, and visibility trends). This unified view allows teams to understand not just how visible their brand is—but how that visibility drives trust and intent.

To measure brand awareness, companies should ensure they are using the best brand monitoring tool for their needs. Brand monitoring tools can automate tracking your mentions across social media, traditional media such as press and broadcast, podcasts, review sites — a lot easier than having to mine for mentions manually! 

With brand monitoring in place, you can measure awareness through sentiment analysis, mentions trends, location, who drives the conversation around your brand, engagement rate, LLM visibility, and more.

Many exchanges on social media are linked to a brand. Social users may ask for recommendations or share reviews of their latest purchases. All of these connect to how your brand name permeates the social space, as your reach on social gives you a solid look at how many people are exposed to your content on a regular basis.

When people spontaneously mention your brand, they generate what we call earned media or UGC (User Generated Content).

This type of content is extremely rewarding because it is spontaneous and can have very positive effects on the reputation of your brand.

The more mentions you have, the higher your brand awareness will be.

You can also calculate your potential reach, which is useful for gaining buy in for diverting more resources toward social. Potential reach is effectively measured by the influence (number of followers) that people who mention you possess.

Engagement on social is an umbrella term encompassing all the interactions that users can have with your content: likes, reactions, shares, or comments.

By tracking your engagement rate, you will have an indication of the effectiveness of your content. If engagement is low, it's a sign to change up what you're posting.

Mentions give you a quantitative overview of your brand awareness. But you can also dig deeper into the emotions behind the mentions. If things swing negative, it could have ramifications for your reputation, influencing how your brand is perceived. Having real-time alerts set up is a great way to make sure you're prepared to manage any potential crises swiftly and effectively. On the other hand, be on the lookout for positive mentions trends as well, so you can be sure to amplify these!

Web metrics indicate interest in your site, which is a strong indicator or BoFU brand awareness. Typically website visitors have fairly high intent, whether it's research-based or their ready to make a purchase. Tracking these metrics is a very good way to track how your brand awareness campaigns are performing.

Direct traffic indicates the number of people who directly access your website, without going through the search engines. This usually means they've directly typed in your the URL, or saved your website as a bookmark that they access from.

You can measure this indicator directly on Google Analytics in the Acquisition section.

If your visitors are able to come directly to your site without searching for your name or product, this is a good sign for your brand awareness.

The search volume tells you how many times people searched for your brand on Google.

You can get this information through the Google Search Console , which will tell you how many times your name has been searched, and how often people have clicked on your site.

How many press hits you get, and how you're portrayed, have a major impact on your brand awareness. For one thing, links from prominent and reputable outlets are strong SEO and GEO signals, boosting your ability to be listed on the coveted page one of search engine results, and signaling to LLMs that you are a trusted brand. 

The Meltwater Blog

Social Media Reputation Management Guide

The Dos and Don’ts of AI and Luxury Marketing

The Complete Guide to Measuring Brand Awareness (2026)

Competitor Benchmarking: What It Is, Why It Is Important, and Tools to Succeed

Top 9 Online Reputation Management Companies in 2026

Social Media Statistics in the Philippines [Updated 2026]

Generative AI in Market Research: Enhancing Insights and Decision-Making

Earned Media Value: A Practical Guide for PR Teams

BTS Comeback 2026: Insights on Global Fan Power

From Coverage to Insight: How AI Assistants Turn Media Mentions into Strategic Recommendations

Top Crisis Communication Tools 2026: Equip Your Team to Handle Any Challenge

How Polarization Is Reshaping Public Relations in 2026