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

Your Best Context is Already in the Room

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

15 Must-Have PR KPIs and How to Track Them

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

The Meltwater Blog

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

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

Facebook Blog | Meltwater

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

Instagram Blog | Meltwater

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

LinkedIn Blog | Meltwater

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

TikTok Blog | Meltwater

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

X / Twitter Blog | Meltwater

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

YouTube Blog | Meltwater

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?
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

PR teams are drowning in data. Billions of social conversations happen every day, and most communications professionals spend more time collecting mentions than acting on them. The problem lies in knowing which numbers actually matter and what they're telling you about your brand.

That's where social media listening metrics matter. The right measurements transform raw volume into intelligence you can use: to protect reputation, measure campaign impact, and guide communications strategy with confidence.

What are social media listening metrics and why do they matter for PR teams?

Key social media listening metrics for PR and communications

How to set benchmarks and thresholds for strategic PR decisions

Turn social listening data into actionable PR intelligence

Do more with your social listening metrics with Meltwater

FAQs about social media listening metrics

Social media listening metrics measure how people talk about your organization across digital channels. They quantify conversation volume, audience sentiment, engagement patterns, competitive positioning, and emerging trends so PR teams can understand what happens beyond their owned media.

Traditional social analytics tell you how your content performs. Listening metrics reveal how audiences, journalists, customers, creators, and competitors talk about your brand when you aren't controlling the conversation.

For communications leaders, those insights support everything from executive reporting to crisis management. A sudden decline in sentiment after a pricing change tells one story. Rising discussion around a competitor tells another. Both require different responses, but neither is obvious if you're looking only at owned channels.

Not every metric belongs in an executive update. The most valuable social media listening metrics generally fall into five areas: brand awareness, engagement quality, sentiment, competitive positioning, and reputation risk. 

Together, they create a clearer picture of what audiences think and where communications teams should focus their efforts.

Mention volume tracks how frequently your organization, products, executives, or campaigns appear in digital conversations.

On its own, the number has limited value. The story comes from changes in the pattern.

For example, a spike during a planned product launch may simply reflect successful media pickup. The same increase during an otherwise quiet week could point to customer frustration, influencer attention, or an emerging issue that hasn't reached mainstream coverage yet.

Sentiment analysis measures whether conversations are positive, negative, or neutral. Net sentiment combines those signals into a broader view of overall brand perception.

A company with 75% positive sentiment may still have a problem if that number sat at 90% a month earlier. Sustained declines will often appear before a larger reputation issue takes shape.

Human judgment still matters here. AI models handle enormous volumes of content, but they struggle to interpret things like sarcasm, industry jargon, and cultural references perfectly. Communications teams typically use brand sentiment tracking analysis to identify patterns first, then investigate the underlying conversations.

Share of voice measures how much of the broader industry conversation belongs to your organization compared with competitors. It exposes gaps between internal priorities and external attention.

A company investing heavily in AI thought leadership may discover that competitors dominate those discussions online. Another organization might find that customers consistently associate its brand with service quality rather than product innovation, regardless of marketing priorities.

Breaking share of voice down by topic makes the data more useful. A business leading discussions around customer experience but disappearing from conversations about sustainability or automation faces a different communications challenge than a competitor with the opposite profile.

Engagement measures how audiences respond to conversations through comments, shares, reactions, and other interactions. More engagement isn't automatically better, though.

A customer success story generating strong engagement extends campaign reach organically. A negative review thread that attracts thousands of comments creates a different kind of momentum.

The surrounding context matters. PR teams need to understand who is engaging, how influential those audiences are, and whether interactions reinforce or challenge the narrative already taking shape.

Reach measures unique exposure. Impressions measure total exposure, including repeat views. Both appear in executive reports because they communicate scale, but scale without engagement or sentiment rarely explains whether a campaign did its job.

A million impressions attached to neutral or negative conversations tell a different story than a smaller campaign that generates strong advocacy.

PR leaders increasingly pair reach data with qualitative insights so reporting reflects audience response rather than raw exposure numbers.

For a full framework on which PR KPIs to prioritize alongside these, see our dedicated guide.

Crisis monitoring depends on recognizing changes that fall outside normal patterns. That could mean a sudden increase in negative mentions, unusual keywords, influencer amplification, or conversations spreading rapidly across multiple channels.

Speed is your friend here. By the time issues appear through traditional reporting, the discussion may already have expanded into earned media or forums your customers read.

AI-powered anomaly detection helps communications teams separate meaningful changes from routine fluctuations. Brands can better understand which areas require intervention and which ones are false alarms.

Some metrics generate impressive slides without improving decision-making. The better question is whether a metric helps answer something specific:

Is an issue accelerating across channels?

If the number doesn't support a decision, it probably doesn't belong in the report.

For more on separating meaningful social media metrics from measurement noise, see our full guide.

Social media listening metrics only become useful when teams know what's normal. Without clear benchmarks, every spike in conversation feels urgent, and every sentiment shift looks like a potential crisis. 

Teams burn time investigating routine fluctuations while genuine issues compete for attention. Here’s how to avoid that:

Most organizations need 30 to 90 days of historical data to establish reliable baselines. That window should reflect ordinary business activity rather than major launches, crises, or seasonal peaks.

The goal is to understand typical patterns:

Those baselines will vary across platforms. LinkedIn conversations tend to move differently than Reddit discussions or TikTok trends. Treating them as interchangeable creates misleading expectations and noisy reporting.

Meltwater's AI-powered analytics help identify those patterns automatically across earned and social channels, reducing the manual work involved in establishing meaningful benchmarks.

Once baseline behavior is clear, teams can define thresholds that warrant attention.

For some organizations, a threefold increase in mention volume may justify escalation. Others may focus on sentiment drops, unusual keyword clusters, or influencer activity that amplifies criticism beyond its original audience.

Calibrate sensitivity carefully—too aggressive and your team drowns in false alarms; too conservative and you miss early warning signs.

Internal benchmarks explain your own performance. External benchmarks provide perspective.

Healthcare brands, financial institutions, and consumer retailers operate under different expectations and conversation patterns. Industry reports from organizations like Sprout Social and HubSpot can help communications teams understand how engagement, sentiment, and audience behaviors compare within their sectors.

Comparing metrics across unrelated industries rarely produces useful insights. The stronger comparison is against organizations facing similar market conditions, audience dynamics, and regulatory environments.

When evaluating social media analytics tools, prioritize platforms that provide industry benchmarking capabilities alongside your brand-specific data.

Retail brands experience predictable surges during holiday periods. Technology companies might see increased activity around earnings calls and industry conferences. Comparing November performance against July doesn’t always tell an accurate story.

Historical comparisons work best when measured against similar periods. Teams should also account for planned events that influence conversation volume, including campaigns, product launches, executive announcements, and major industry moments.

Most communications teams have enough information. But they struggle to turn hundreds of dashboards and mentions into a shared understanding of what deserves attention.

The strongest PR weekly reports answer three questions:

A typical report might include sentiment trends, share of voice movement, campaign performance, competitor activity, and emerging themes across earned and social channels.

Meltwater helps automate data collection and visualization so communications professionals spend less time assembling reports and more time discussing implications.

Crisis dashboards and escalation protocols

When issues emerge, fragmented information creates delays.

A centralized crisis dashboard gives teams a single view of sentiment changes, mention spikes, influential voices, and conversation velocity across channels. The objective isn't simply faster monitoring. It's faster consensus about what's actually happening.

Escalation protocols matter just as much as the technology. A modest increase in criticism may require additional observation. A sharp rise in negative sentiment coupled with trade media coverage and influencer amplification probably deserves leadership involvement.

Executive briefings and stakeholder communication

Leadership teams usually don’t need raw data. They want clear explanations of what changed, why it matters, and what decisions require attention.

Meltwater's AI teammate, Mira, supports this process by summarizing themes from conversations, identifying factors driving sentiment changes, and helping teams prepare briefing materials. Communications professionals still provide the judgment and recommendations. The technology simply reduces the time spent synthesizing information from multiple sources.

Different stakeholders also need different levels of detail. Board members may focus on reputational implications, while campaign teams care more about tactical performance and audience engagement patterns.

For more on building executive-ready outputs, see our guide to social media reporting.

The strongest listening programs create a shared picture across communications teams. Everyone works from the same information, whether they're preparing a board presentation, measuring campaign performance, or responding to criticism that's beginning to spread across channels.

Disconnected tools make that harder. Teams spend more time reconciling dashboards and explaining inconsistencies instead of responding to what's happening in the market.

Meltwater's social listening & analytics capabilities bring together earned media, social conversations, consumer intelligence, podcasts, broadcast coverage, and competitive insights within a single platform. 

When sentiment changes on social media, teams can immediately understand whether the same narrative is appearing in news coverage, which voices are driving discussion, and how competitors are navigating similar issues. A connected view reflects how modern reputation actually works.

Social media listening metrics turn raw data into strategic insights for PR teams, helping protect reputation and measure campaign impact effectively.

Understanding Social Media Listening Metrics for PR Success

A brand crisis rarely starts with a headline anymore. It might begin with frustrated customers posting screenshots on Reddit. A creator could call out a product issue on TikTok before customer support notices a pattern. Sometimes an AI-generated answer pulls together outdated articles and old complaints, putting them back in front of new audiences.

Communications teams now track more than press mentions. They need to understand how stories move between channels and how sentiment shifts after key events.

Media monitoring software has expanded to meet this new reality. The strongest platforms combine traditional media coverage with social listening, sentiment analysis, competitive intelligence, and reporting that executives can actually use.

What are the best media monitoring tools?

Comparison of the best media monitoring tools 2026

Finding the best fit for your media monitoring needs 

The best media monitoring tools in 2026 are:

Media monitoring tools track brand mentions across news outlets, social media, podcasts, blogs, forums, review platforms, and other online sources. Most platforms also include sentiment analysis, competitive tracking, automated reporting, and alert systems that help teams respond before a conversation gains momentum.

The right choice depends on how your organization operates. A global consumer brand managing communications in multiple regions faces different requirements than a startup with a lean marketing team. Features like broad media databases, multilingual reporting, affordability, and real-time social monitoring may play a role, depending on your needs.

We evaluated each platform using criteria that matter most to modern communications and marketing teams.

Media coverage tells only part of the story. We looked at how well each platform tracks conversations across social networks, online communities, review sites, creator content, and emerging channels where audiences discuss brands well before journalists write about them.

Sentiment tools should do more than label mentions as positive or negative. We considered multilingual support, AI accuracy, customization options, and how well each platform handled nuanced conversations during product launches, campaign activations, and reputation challenges.

Executives need clear summaries and evidence that connects communications activity to business outcomes. We assessed dashboard quality, automated reporting, and export capabilities.

Most teams already work inside CRM platforms and collaboration tools. We reviewed how easily each solution fits into existing workflows.

Power matters, but usability matters too. We considered onboarding experiences, interface design, and how quickly teams can move from setup to actionable insights.

User feedback adds an important layer that feature lists cannot provide. We examined customer sentiment around support, reliability, and day-to-day operations.

Access to high-quality social data remains one of the biggest differentiators in media monitoring software. We evaluated the breadth of available sources and the depth of social analytics across each platform.

<table class="table-primary alternate-color">
  <thead>
    <tr>
      <th>Tool</th>
      <th>Best For</th>
      <th>Starting Price</th>
      <th>G2 Score</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Meltwater</td>
      <td>Enterprise media intelligence</td>
      <td>Custom quote</td>
      <td>4.0/5</td>
    </tr>
    <tr>
      <td>Brand24</td>
      <td>Small and midsize businesses</td>
      <td>$149/month</td>
      <td>4.6/5</td>
    </tr>
    <tr>
      <td>Cision</td>
      <td>Traditional PR teams</td>
      <td>Custom quote</td>
      <td>4.0/5</td>
    </tr>
    <tr>
      <td>Mention</td>
      <td>Social-first marketing teams</td>
      <td>$49/month</td>
      <td>4.3/5</td>
    </tr>
    <tr>
      <td>Talkwalker</td>
      <td>Consumer intelligence programs</td>
      <td>Custom quote</td>
      <td>4.3/5</td>
    </tr>
  </tbody>
</table>

Meltwater brings media monitoring, social listening, consumer intelligence, and influencer marketing into one platform. It works the way real brands do, given how conversations rarely stay in one place.

Consider a retail company launching a new product line. Coverage from industry publications might drive the first wave of attention, but customer reactions can surface elsewhere. Influencers post reviews, consumers leave comments on Instagram, and discussion threads emerge in online communities. Teams that rely on disconnected tools spend valuable time stitching together what actually happened.

Meltwater gives communications teams a unified view across news outlets, social platforms, podcasts, broadcast channels, blogs, and online communities. Users can monitor competitors, measure sentiment shifts, and identify emerging issues before they spread across multiple channels.

The platform also supports organizations that need global coverage. Multinational brands can track conversations across markets without managing separate monitoring systems for different regions.

Enterprise media monitoring teams and global brands that need broad coverage across earned, owned, and social channels.

<table class="table-primary alternate-color">
  <thead>
    <tr>
      <th>Plan</th>
      <th>Price</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Enterprise</td>
      <td>Custom quote required</td>
    </tr>
  </tbody>
</table>

Enterprise pricing may not suit smaller teams

Some features require customized onboarding

<table class="table-primary alternate-color">
  <thead>
    <tr>
      <th>Metric</th>
      <th>Value</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>G2 Rating</td>
      <td>4.1</td>
    </tr>
    <tr>
      <td># Reviews</td>
      <td>3,139+</td>
    </tr>
  </tbody>
</table>

Brand24 focuses on straightforward online monitoring. Teams can set up projects quickly and start tracking mentions across social media, news sites, blogs, podcasts, and forums without lengthy implementation processes.

Companies that need fast answers rather than large enterprise deployments tend to see the most benefit. A regional restaurant chain, for example, can monitor customer reactions across review sites and Instagram after introducing a seasonal menu. Marketing teams get immediate feedback without building complex reporting frameworks.

Brand24 also includes AI-powered analytics that identify spikes in conversation volume and changes in sentiment. Those capabilities help smaller organizations spot issues before they become larger reputation problems.

Small and midsize businesses that want affordable media monitoring software with strong social listening features.

<table class="table-primary alternate-color">
  <thead>
    <tr>
      <th>Plan</th>
      <th>Price</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Individual</td>
      <td>$199/month</td>
    </tr>
    <tr>
      <td>Team</td>
      <td>$299/month</td>
    </tr>
    <tr>
      <td>Pro</td>
      <td>$399/month</td>
    </tr>
    <tr>
      <td>Business</td>
      <td>$599/month</td>
    </tr>
    <tr>
      <td>Enterprise</td>
      <td>From $1,499/month</td>
    </tr>
  </tbody>
</table>

<table class="table-primary alternate-color">
  <thead>
    <tr>
      <th>Metric</th>
      <th>Value</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>G2 Rating</td>
      <td>4.6</td>
    </tr>
    <tr>
      <td>Reviews</td>
      <td>350+</td>
    </tr>
  </tbody>
</table>

Cision built its reputation around media relations, and many communications teams still rely on the platform for journalist outreach and earned media measurement.

The strongest media monitoring platforms combine traditional media coverage with social listening, sentiment analysis, competitive intelligence, and reporting that executives can actually use.

Best Media Monitoring Tools in 2026: Top Platforms Compared

When people search for "what are people saying about my products?" they're usually trying to answer a bigger question: How do I get an accurate picture of what customers really think?

That's become much harder than it used to be. Product conversations no longer happen in a handful of predictable places. They unfold across social media, online news, review sites, creator content, forums, blogs, podcasts, and countless niche communities. Some discussions are enthusiastic. Others are critical. Most are somewhere in between. Together, they shape brand perception.

Meltwater helps brands connect all the dots by bringing together social listening, media intelligence, and consumer intelligence in one AI-powered platform. Organizations can monitor product conversations across the digital landscape, turning millions of signals into actionable insights that support better business decisions for product managers, marketers, and comms teams.

Why understanding product conversations matters

The challenges of tracking product feedback at scale

How Meltwater captures product conversations across the full digital landscape

Understand customer sentiment beyond mentions

Discover actionable consumer insights with AI

Use product insights across your organization

Real-world use cases for product conversation analysis

What to look for in a product monitoring and consumer intelligence platform

Turn product conversations into business intelligence with Meltwater

Frequently asked questions about understanding product conversations

Products frequently inspire conversations online, regardless of industry or type — you could call it one of the great equalizers of online discourse. Whether it’s a B2B conversation or a B2C conversation, people love sharing their two cents. 

Sometimes it's in excitement around a new launch. Sometimes it's sharing creative ways they've solved a problem using your product. Sometimes it's frustration over a feature that didn't work as expected or a delivery that arrived late. Those conversations are happening constantly, whether your team is listening or not. And it could be concerning a big ticket item like a car or enterprise software…or something as “trivial” as a kitchen gadget or clothing item.

Understanding what’s being said isn't simply about measuring brand awareness. It's about learning the intricacies of how your products fit into people's lives, where expectations are being met, and where there's room to improve. The companies that pay attention aren't just reacting to customer feedback. They're using it to shape better products, stronger campaigns, and better customer experiences.

Customers are constantly sharing opinions online

Customer feedback has become remarkably public — and there are multiple options for sharing: from review sites, forums like Reddit, social media, or through official company websites.

A shopper can now leave a detailed review after making a purchase. Prospective buyers can compare your product with a competitor in extensive Reddit discussions. Influencers could mention your latest release in a post — inspiring product discussions among their followers. And that’s just the beginning. Smaller conversations permeate on blogs, podcasts, and peer-to-peer.

None of these conversations tells the whole story on its own, but together they reveal how consumers experience your product long after it leaves your hands — positively or negatively.

That's why social listening has become such an integral capability for modern organizations. Instead of relying solely on surveys or support tickets, brands can observe larger trends through authentic, unsolicited conversations as they happen. These discussions often surface important questions, comments, praise, frustrations, comparisons, and feature requests that aren’t always submitted through official channels.

Many of these conversations heavily influence purchasing decisions. Prospective customers are increasingly trusting reviews and word-of-mouth recommendations over traditional marketing. So following these conversations on a deeper level gives brands better opportunities to understand not only existing customers, but also the people considering their products.

Product feedback influences business decisions

More than ever before, product conversations can influence actual business decisions. Rather than depending on traditional market research or internal business discussions — which can be assumption based and single-minded — broader customer opinions can offer much more relevant intel on what people actually want:

Product teams can truly understand which features customers love, which pain points appear repeatedly, and the areas where competitors may be outperforming them. 

Marketing teams can identify the language customers naturally use when describing products so they can create messaging that feels more authentic. 

Communications teams can monitor product perception to identify emerging reputation risks before they gain momentum. 

Customer experience teams are able to watch for recurring issues that may require operational improvements.

If every department works from different information, decisions become fragmented. 

Marketing may celebrate a successful campaign based on engagement, while customer support is seeing an increase in complaints — thus the campaign comes off as tone-deaf, creating a bigger issue than it needed to be. 

The Meltwater Blog

Understanding Social Media Listening Metrics for PR Success

Best Media Monitoring Tools in 2026: Top Platforms Compared

What Are People Saying About My Products?

Influencer Engagement Rate Calculator & Guide

World Cup 2026 Marketing and Sponsorship Trends

The Data Behind Successful Fragrance Influencer Marketing

The State of Origin 2026: The Narratives That Defined Australia's Biggest Rugby League Event

Influencer Marketing Due Diligence: A Risk Management Guide

FIFA World Cup 2026 Quarter-Final Analysis: Brazil Out, Messi Leads & Hosts Exit

Meltwater Pricing: Plans, Ranges & What to Expect

Your Best Context is Already in the Room

Chinese Sponsors at FIFA 2026: The First Two Weeks