29 min read

What Is Brand Sentiment Analysis? Tools, Examples, & PR Tips

Brand sentiment analysis is the collection and interpretation of data that reveals how people feel about a brand so that brands can improve future sentiment. Understand why brand sentiment analysis matters in the digital era, how to measure it, the best tools to use, and the examples that set industry benchmarks.

Matias Rodsevich, CEO and Founder of PRLab and public relations expert.
By Matias Rodsevich
CEO of PRLab, PR consultant, and media trainer with a diploma in Public Relations.

PR professionals and communications leaders spend enormous resources pitching stories, crafting narratives, and managing media relationships. However, they’re flying blind if they’re not measuring how those efforts land emotionally. It’s not enough just to track placements, coverage volume, and engagement anymore. It’s important to understand how the audience feels about it, which is where the question comes in: “What is brand sentiment?” 

Earned media can’t tell the full story. Headline and mention surges can falsely look like surface success, but the emotional tone underneath it screams skepticism. Reputations are at risk, which is why PR professionals and communications leaders use the coming frameworks to implement a practical brand sentiment analysis. It’s a modern communications measurement that reveals whether trust is eroded or healthy. Even the strongest media coverage loses value if not aligned with positive perceptions. 

Many communications leaders and PR professionals still track sentiment inconsistently and inaccurately. It’s not simply a data shortage. It’s a strategic gap in how success is measured and defined. Understanding real-world brand sentiment analysis examples across genuine campaigns reveals how perception diverges from the typical media output, reinforcing the need for solid evaluation, which will improve the overall PR strategy tenfold.

A brand sentiment analysis is a core input that reveals how PR strategy is built, adjusted, and evaluated. The upcoming sections focus on explaining sentiment, how to measure it, how to improve future sentiment, and real-world examples in the B2B tech industry. Explore the practical guidance and framework that integrates sentiment into decision-making.

What Is Brand Sentiment Analysis?

PR experts collect mentions across various channels and classify the emotional tone into positive, negative, or neutral to unlock actionable insights about how the brand can improve its sentiment. Others collect real-time sentiment data from various interactions, including product reviews, surveys, support tickets, phone calls, and social media comments.

A perfect example of brand sentiment analysis in action is IBM. The company uses sentiment analysis to improve the customer experience by monitoring friction points in real-time and analyzing the sentiment behind them to reduce friction with systems using artificial intelligence (AI), machine learning (ML), and natural language processing (NLP). Understanding sentiment enables brands toimprove future interactions

Why Brand Sentiment Analysis Matters for PR and Marketing Teams

Brand sentiment analysis allows PR teams to evaluate the brand’s market reputation and customize the PR strategy for better results. Brand sentiment analysis is a strategic intelligence layer that enables teams to react faster with sharper messaging to achieve better campaign performance in a landscape with real-time perceptual changes.

Benefits of Brand Sentiment Analysis

Brand sentiment tracking and analysis go beyond painting a picture of what people want a brand to see. Continuous monitoring enables teams to understand what people feel about every interaction so that they can improve the PR strategy. Still, there are many reasons to ensure brands track and analyze sentiment to stay ahead in 2026.

  • Buzz becomes actionable intelligence: The tools lay emotional polarity over mentions to distinguish healthy visibility versus reputational risk. 
  • An early PR crisis warning system: Sentiment analysis can detect PR crises long before problems escalate to support proactive public relations. 
  • Product and service improvement: TechSmith, a screen-recording SaaS provider, analyzed customer sentiment to improve the product’s experience.
  • Competitive intelligence in real-time: Analysis platforms identify market gaps quickly by listening to complaints about rival products and services.
  • Campaign performance measurement: Brand sentiment tracking allows real-time performance monitoring to help teams adapt faster and make data-driven decisions.

Positive vs. Negative Sentiment Impact on Spending Behavior

Customer sentiment has a direct and measurable impact on spending behavior. Customers who feel positive about brands will complete purchases, spend more per transaction, or return frequently, whether the positive experience came from the product quality or good service.

Positive customer experiences reduce the perceived risk, making customers more likely to spend on premium options and upsells and less price-sensitive. Brands enjoy higher customer lifetime value and fewer acquisition costs over time. Meanwhile, negative sentiment has the opposite effect.

Customers who associate brands with frustration and disappointment are far more likely to abandon their carts, cancel subscriptions, and limit their spending. Even the smallest amount of negative reviews can disproportionately impact buying decisions, especially in B2B tech environments, where social proof has a major influence over customers.

A consumer intelligence series report from PWC shows that 32% of customers will abandon a brand after just one bad experience, even if they loved the brand before. However, growth marketing data from McKinsey shows that a delighted customer is a loyal one who will even refer others. Brand sentiment analysis can help teams unlock the delightful emotion.

The Commercial Importance of Sentiment Analytics as a Market

The sentiment analytics market has seen rapid growth as more businesses realize that understanding consumer perceptions has become critical to remaining relevant and competitive. Brands generate large amounts of unstructured data from reviews, social media, online discussions, and customer support interactions.

Sentiment analytics tools use NLP and ML technologies to enable organizations to structure the data into actionable insights that help them identify risks early, track brand perception, and make data-driven decisions. Sentiment analytics has moved away from being a niche opportunity and has become a core part of modern business intelligence.

The commercial value of sentiment analytics comes from its impact on efficiency and revenue. Businesses use sentiment analysis to improve the customer experience, optimize marketing campaigns, and reduce churn rates, which impacts profitability from various angles and plays a major role in competitive strategy.

A recent Market Research Future analysis shows that the sentiment analytics market is expected to reach $15.28 or €12.99 billion by 2035, showing an impressive compound annual growth rate (CAGR) of 12.63% between 2025 and 2035. 

The Importance of Brand Activism

Brand activism describes how companies publicly oppose or support political, environmental, or social issues based on core internal values. Brands then use their influence to inspire change in how people think about important issues.

Brand activism has become increasingly important because it allows companies to address the concerning 61% of consumers who believe that businesses serve narrow interests, according to the 2025 Edelman Trust Barometer. Trust has become eroded, and leading brands are becoming activists to initiate and inspire change among newer generations.

Millennials and Gen Z consumers are also expecting brands to have different core values, which involve social responsibility. A sustainable consumption and branding study on Gen Z participants at the International Hellenic University in Greece found that transparent messaging built trust and loyalty. Gen Z also expects responsiveness, and brand activism creates the opportunity for companies to engage newer generations on their terms. 

Brand activism is a two-sided sword for PR and marketing teams aiming to improve their sentiment among customers while using their influence to invoke changes that will enhance the brand’s reputation even further.

The Three Types of Brand Sentiment

The industry standard is still made up of three main types of brand sentiment that enable PR experts to turn data into actionable insights: positive, negative, and neutral. It remains a scalable, measurable, and easily operationalized model.

While emotion detection and intent-based analysis have gained traction in the industry, many PR and marketing teams continue to rely on the three main types of brand sentiment: positive, negative, and neutral. These types still show how sentiment moves, clusters, and signals change better than any other model right now. 

Positive Sentiment

Positive sentiment is driven by good customer experiences, brand trust, product reliability, and clear value delivery. B2B tech brands that consistently deliver ROI, solve meaningful operational issues, integrate smoothly with other platforms, and offer solid post-sale support typically see positive sentiment. Positive sentiment shows up in case studies, favorable analyst coverage, LinkedIn advocacy, and high review scores on platforms like Capterra and G2 when B2B tech brands meet customer expectations.

A B2B SaaS company may launch a well-received feature update that drives a surge of positive mentions from existing customers who praise the efficiency and usability all over LinkedIn. This shortens the sales cycles and drives pipeline conversions.

Positive sentiment must be operationalized and amplified. PR teams often turn it into earned media, and marketing experts repurpose the mentions into testimonials. Forrester B2B buyers’ insights show that 82% of buyers trust their coworkers and managers within their organization. People are more likely to buy products recommended by people within their professional networks, even if that means within their industry.

Negative Sentiment

Negative sentiment is driven by poor customer support, pricing dissatisfaction, product failures, and mismatched expectations. B2B tech companies could experience negative sentiment after unexpected downtime, delayed support responses, or integration hassles. The operational impact on clients triggers negative sentiment, which is typically seen in complaint threads, critical reviews, support escalations, and negative social commentary.

A cloud provider experiences a service disruption that has customers quickly questioning reliability and contingency plans, which makes sentiment shift faster than the speed of light. The incident impacts existing customers and those evaluating prospective vendors.

Negative PR demands transparency, speed, and accountability. Triggering instant escalation protocols, sending out clear messaging, and taking visible corrective actions can reduce the impact and save the brand’s reputation. Containment is the ultimate solution. The Journal of Market Research recently confirmed that the impact of negative reviews was greater than that of positive reviews. Negative sentiment has a stronger influence, which leads to a higher perceived risk, reduced trust, and lower purchase intention.

Neutral Sentiment

Neutral sentiment is driven by transactional or informational interactions, such as product mentions, factual comparisons, and feature discussions that lack a strong emotional tone. B2B tech companies often see a neutral sentiment in product documentation references, analyst reports, and procurement discussion mentions. Neutral sentiment looks like objective commentary when a comparison article mentions a product without any specific endorsement or criticism.

A cybersecurity company is referenced in a comparison article, calling the technology one of the top ten options available for specific industries. The article lacks genuinely qualitative judgment, but it offers an opportunity.

Neutral sentiment can also be used strategically. It reveals new audiences, where awareness exists. Targeted messaging, proof points, and education can convince this audience and convert to more sales. A 2024 Gartner B2B buyer survey found that 61% of buyers prefer rep-free buying sessions and conduct independent research on various digital channels before buying products, which is filled with neutral sentiment that some tech companies overlook.

Brands Operate Within a Mixed State

Every brand operates within a mixed state that includes positive, negative, and neutral sentiment. However, the ratio between the three categories is what matters. Temporary negative sentiment spikes may not be as important as a steady downward trend, and a slow but measurable growth in positive sentiment indicates a stronger market position. Achieving 100% positive sentiment is unrealistic and doesn’t necessarily indicate credibility. 

The latest PR trends reveal how AI has allowed teams to adapt and advance, including how they analyze sentiment. PR and marketing experts must focus on establishing a baseline, monitoring shifts closely, and knowing when the changes are meaningful enough to respond.

Continuous monitoring and evaluation is essential to ensure that customer perceptions maintain upward trajectories in experience-driven markets.

Forrester’s 2025 CX Index shows that 7% of European brands improved their sentiment while 2% declined. North America also saw 7% of brands increase their sentiment, but 25% of them saw significant losses. It has become increasingly important to focus on all aspects of customer and brand sentiment, and the continuous monitoring of all three main categories will ensure brands can adapt to any sudden shift with the greatest speed and precision.

Modern Sentiment Analysis Techniques to Consider

Mixed sentiment analysis is the ideal solution for any B2B tech company seeking improvement in its sector. A mix of techniques means PR teams should consider other modern sentiment analysis techniques that could support the three main types:

  • Emotion Detection: Identifies specific emotions within text using ML classifiers to accurately detect fear, surprise, frustration, anger, happiness, and sadness.
  • Intent Analysis: Uses ML to classify text attributes to identify what customers intend to do, whether intending to make a purchase or ask a question.
  • Fine-Grained Sentiment Analysis: Refines categories by introducing more intensity levels to the sentiment analysis, ranging from highly positive to highly negative.
  • Aspect-Based Sentiment Analysis: Analyzes specific attributes that customers relate to specific products when talking to others online, understanding the undertones.
  • Multilingual Sentiment Analysis: Analyzes content and feedback systems across various languages to detect sentiment for global brands.

Brand Sentiment Analysis Examples: Lessons From B2B Tech

Brand sentiment in B2B tech shapes trust, enterprise deal confidence, and pipeline velocity. Leading SaaS companies don’t simply measure sentiment. They actively engineer it through community-building, transparency, and reputation management across all feedback channels. The following examples display how sentiment can shift and how a SaaS PR can help brands understand the strategies behind those changes.

HubSpot: Community-Building Reinforces Positive Sentiment

HubSpot is a leading B2B tech company that proves how peer-driven sentiment becomes an asset for growth. Most of HubSpot’s B2B credibility originates from consistently solid reviews and ratings across other platforms and software comparison sites that support buyer research to influence buying decisions.

HubSpot actively nurtures customer advocacy by providing onboarding support, education, and constant community engagement. The brand has created a self-reinforcing loop that allows satisfied customers to contribute to sentiment signals that influence new buyers. Even some of the best PR tools seamlessly integrate with HubSpot, as the brand aims to grow its sentiment footprint by simplifying how others measure sentiment. 

Third-party sentiment systems are just as important as owned channels now. Review platforms provide continuous sentiment broadcasts to buyers with high-intent signals in SaaS markets. Reputation management must be treated like a core part of the go-to-market strategy today instead of being a post-sale function. HubSpot realized that 67% of consumers are more connected to brands through community, not just social media.

Salesforce: Internal Values Inspire Positive Sentiment

Salesforce is another good example of engineered positive sentiment at scale. The company invested heavily in an entire ecosystem that included developer communities, Trailhead, and large-scale events like Dreamforce instead of relying on product messaging. Every channel automatically created a positive stream of feedback and sentiment.

CEO Marc Benioff’s letter to stakeholders reveals some of his public thought leadership, which includes his stance on issues like stakeholder capitalism, corporate responsibility, community support, equitable futures, and responsible technology. The brand’s positioning has reinforced sentiment among those who prefer dealing with brands that value the same issues they do, which has positioned Salesforce as more than a simple CRM provider. 

The blending of values-based communication and product value has maintained consistency across the brand’s perception among enterprise audiences. SaaS marketing and PR teams must realize that positive sentiment is driven by ecosystems, not just campaigns. Running a successful PR campaign requires the development of an entire identity and industry dialogue that inspires positive sentiment.

Slack: Sentiment Management Through Service Disruptions

Slack offers a solid example of how B2B SaaS brands manage their sentiment, even during operational disruptions. Even a short outage triggers immediate negative sentiment as a mission-critical workplace tool, especially from enterprise teams that require real-time communications. Slack manages negative sentiment by active, fast, and transparent incident communication.

The Slack status page keeps users informed during all incidents, while the company also manages its social channels closely to ensure users are updated as fast as possible. The company provides plain-language and frequent updates for any issue and shares progress reports and expected resolution times. This approach prevents lingering frustration and reduces uncertainty, even when the technical issue can’t be solved instantly. Slack uses communication instead of silence to prevent worsening sentiment. 

PR and communications teams must use clarity and cadence to manage sentiment during a crisis. Downtown impacts B2B SaaS companies instantly when operations stop, and negative sentiment is unavoidable. However, differentiate the brand by ensuring the company communicates in real-time. Transparent, consistent updates prevent reputational damage and preserve trust, even in the most pressing situations. 

Zoom: Transparency Changes Crisis-Driven Sentiment

Zoom experienced an explosive adoption rate during the COVID-19 pandemic, when everyone had to work and communicate remotely. However, at the same time, there was a surge in “Zoom Bombing,” where uninvited participants joined calls. Suddenly, Zoom’s reputation took a blow, where sentiment shifted from overwhelmingly positive to extremely negative as user concerns about security dominated media coverage and public discourse.

While Binghamton University research found that most Zoom Bombing incidents were inside jobs in 2021 already, the damage was done. Zoom responded with an unusually transparent and highly visible communications strategy. CEO Eric Yuan paused feature development for a 90-day period, issued public apologies, and published regular updates about encryption improvements. The level of openness used quickly stabilized sentiment over time. 

The right communications team or digital PR agency understands that sentiment recovery is possible, even in crisis conditions. However, messaging volume doesn’t matter as much as perceived accountability and fast transparency. Visible corrective action combined with fast acknowledgement can reverse negative sentiment spirals in SaaS environments that rely on trust as a core purchasing factor.

How to Measure Brand Sentiment

Knowing how to measure brand sentiment sets PR legends apart from regular teams.

Brand sentiment measurement combines human interpretation with data analysis to better understand how people feel about a brand on various channels. The underlying technology is complex, but using it isn’t. PR experts collect mentions, classify the tone, and track how the tone changes with time. The most effective technology PR strategy combines multiple data sources to balance accuracy, context, and scale

B2C vs. B2B Sentiment

Brand sentiment measurement differs in B2C and B2B markets. A handful of client conversations and detailed reviews can easily outweigh thousands of brief mentions in B2B, making contextual analysis and manual interpretation more important than B2C. Here’s an overview of the key differences between B2C and B2B brand sentiment analysis:

  • B2C brands have access to higher volumes with lower context, and PR teams typically rely on automated sentiment scoring. 
  • B2B brands have a lower volume of interactions with a higher contextual importance, which requires qualitative analysis.

Read more about B2C vs. B2B in the corporate PR guide

What Is a Sentiment Score, and How Can You Interpret It?

A sentiment score is a metric that shows how people feel about a brand. It’s calculated by aggregating individual mentions into a trackable value. The score is classified by NLP models and derived from social posts, customer feedback, and reviews. 

A sentiment score is calculated using this method: The positive % minus the negative percentage = total net score.

An example would be 70% - 20% = 50% positive. 

Other PR teams use a different percentage model, where the positive is 70%, the negative is 20%, and the neutral is 10%.

How to Track Brand Mentions

Not all brand mentions are easy to track. There are two kinds of brand mentions, and it’s important to track both because many sentiment insights originate from untagged mentions, which require more advanced monitoring setups. Ignoring untagged mentions will only create blind spots within the perception analysis.  

  • Tagged mentions are direct references that even use the brand’s name (e.g., @brandname)
  • Untagged mentions are indirect references (e.g., the CRM platform we use)

Brand Sentiment Analysis Methods Explained

Different brand sentiment analysis methods allow PR and marketing experts to collect mentions, analyze the data, and assign a sentiment score. Various methods rely on brand sentiment tools to streamline the process for scale and precision.

Social Listening and Media Monitoring Tools

Various platforms like Brand24, Brandwatch, CisionOne, and Spinklr track brand mentions across news outlets, social media, blogs, and forums. The tools use NLP models to classify whether mentions are positive, negative, or neutral, enabling teams to analyze sentiment at scale.

PR teams have real-time visibility around brand perception, but automation is limited, and AI can misread industry jargon, sarcasm, and nuanced criticism. The best setup combines automated classification with human oversight and media monitoring, especially for emerging issues or high-impact mentions. Combining media monitoring tools with human review and social listening platforms ensures that PR teams stay on top of emerging issues. 

Direct Primary Research

Direct research techniques include surveys, customer interviews, post-purchase feedback, and Net Promoter Score (NPS). These methods capture structured sentiment directly from an audience and allow teams to ask targeted questions and collect deeper context, unlike social listening tools that rely on unsolicited public data.

B2B tech environments find direct primary research genuinely valuable because mention volumes are low, while every customer relationship carries a ton of weight. One enterprise client’s feedback could strategically outweigh hundreds of social media mentions. PR statistics show that 75-80% of PR professionals use AI tools. However, direct primary research allows teams to understand why customers feel the way they do, not just how they express feelings.

Review Platform Analysis

Review platforms like Capterra, G2, Google Reviews, and Trustpilot offer unfiltered customer opinions. Platforms like Capterra and G2 offer crucial insights that B2B tech brands use to influence buying decisions because they’re used for vendor evaluation.

The reviews offer detailed and experience-based feedback that simple sentiment labels can’t match. PR teams can analyze patterns across reviews to identify praised features or recurring complaints, which provides actionable insights for the communications and product teams. These platforms offer some of the best earned media.

Best Brand Sentiment Analysis Tools for 2026

Brand sentiment tools automate much of the process, while the best of them allow for some human oversight and integration with other solutions. Ultimately, the right brand sentiment analysis tool depends on the company size, primary objective, and channel mix, whether brands need PR coverage tracking, real-time monitoring for brand sentiment metrics, or deep customer insight.

Leading organizations rely on a mix of brand sentiment analysis tools to ensure success.

All-in-One PR Monitoring Tools

  • CisionOne: Tracks journalist mentions, media coverage, and brand sentiment across online and news channels as a leading tool used by PR-led teams.
  • Meltwater: Combines social listening, media monitoring, and sentiment analysis with reporting dashboards and competitive benchmarking solutions. 
  • Prowly: Targets coverage tracking and media relations with a built-in sentiment tracker for smaller agencies or teams. 

Enterprise Sentiment Platforms

  • Sprinklr: Enterprise-grade sentiment analysis across customer support, social media, and marketing channels, with advanced AI for intent and emotion detection.
  • Qualtrics: Structured experience and feedback data that combines sentiment analytics with survey insights for deeper customer understanding.

B2B Review Platforms

  • Capterra: Aggregates verified reviews to provide insights about product perception during the vendor evaluation stage. 
  • G2: An important B2B tech sentiment channel for buyers who compare SaaS solutions. 
  • Trustpilot: Broader reputation signals that serve brands operating in B2C and B2B markets.

Social Listening Platforms

  • Brand24: Real-time brand sentiment tracking across blogs, social media, and forums, with a built-in sentiment scoring system. 
  • Brandwatch: Advanced analysis platform for audience insights, brand sentiment tracking, and trend analysis. 
  • Sprout Social: Combines engagement, publishing, and sentiment monitoring in a social-focused interface.

Survey and Feedback Tools

  • Medallia: An enterprise feedback system that captures real-time customer sentiment across various touchpoints.
  • SurveyMonkey: Structured sentiment collection through NPS tracking and surveys. 
  • Typeform: A user-friendly platform to create conversational surveys that enable qualitative sentiment insights.

A New Era of Tools

There’s a new era of tools that detect sentiment beyond the simple positive, negative, and neutral classifications. Modern platforms use AI for emotion and intent detection, being able to identify signals like frustration, satisfaction, urgency, and even purchase intent.

Tools like Qualtrics and Sprinklr have led this shift, allowing organizations to prioritize responses based on emotional intensity and business impact, not just sentiment polarity. HealthTech PR agencies are using these advanced systems to track serious crises before they turn into a downward sentiment spiral. A FinTech PR agency uses these modern tools to identify a market gap through complaints with a broader context. 

A mildly negative comment and a high-frustration complaint may register as negative on traditional tools, but they require different approaches. Sentiment has become a decision engine. It’s not just a reporting metric anymore. Being able to understand nuance, sarcasm, and industry jargon could help teams respond faster, focus resources where they matter, and personalize communications efficiently

How to Choose the Right Brand Sentiment Tool

Choosing the right brand sentiment analysis tool is about fit, which depends on the primary use case (marketing, PR, CX), how much context you need, and which channels you must monitor. 

Start With a Goal

  • CisionOne and Meltwater: Positive media coverage and a good reputation. 
  • Qualtrics and Medallia: Improve customer experience and feedback.

Use the Right Tools for Your Channels

  • CisionOne: News coverage and PR
  • Capterra and G2: Review-driven B2B
  • Brand24 and Brandwatch: Social-heavy brands

Coverage gaps are a serious issue that leads to inaccurate brand sentiment metrics, making this step crucial. It’s important to consider multiple tools.

Complexity and Scale Considerations

  • Typeform and SurveyMonkey: Small teams use simpler tools with quick setup. 
  • Sprinklr: Enterprise teams need deeper analytics and smooth integrations.

How to Improve Brand Sentiment Step-By-Step

Improving brand sentiment requires PR teams to set up continuous monitoring, analyze and segment the data, respond and engage with the audience, adjust the strategy based on feedback and sentiment scores, and track the metrics over time. The steps provide a practical and repeatable framework teams can use to scale. 

Step 1: Set Up Continuous Monitoring

Visibility is the starting point, meaning the first step is to track brand mentions across news, reviews, social media, forums, and customer feedback channels. Set up the real-time monitoring and social listening tools that use NLP and ML to classify sentiment at scale, which provides a baseline. Monitoring requires a baseline, and every PR professional uses this foundation to build an effective PR strategy.

Step 2: Analyze and Segment

Break down the data into segments because a single sentiment score isn’t enough. PR professionals understand what’s driving it. Use an aspect-based sentiment analysis for more actionable insights. Categorize sentiment into the following segments:

  • Topic (support, pricing, product features)
  • Audience (customers, partners, prospects)
  • Channel (social, media, reviews)

Atlassian has active community feedback forums that notify and update users about any usability issues, gathering feedback that leads to targeted improvements.

Step 3: Respond and Engage

Sentiment isn’t shaped by what customers say alone. It’s also influenced by how brands respond. Responding to negative feedback fast, especially in public channels, can ensure proper reputation management. HubSpot shared research that shows how 79% of customers expect social media responses in 24 hours. Delays hurt sentiment. PR and communications teams must respond timeously, transparently, and focus on a solution.

Step 4: Adjust Strategy

Sentiment insights must influence business decisions. Recurring issues must be addressed, whether in onboarding, product performance, or messaging. Sentiment analysis is a strategic input, not just a reporting metric. Public relations isn’t just about managing reputations. It’s also about building an external and internal communications strategy.  

Learn more about creating a PR strategy

The Notion AI transformation models first faced a lot of backlash when the product features were launched. Pricing scared off newcomers, and others had concerns about value. Pricing and messaging iterations have steadily shifted sentiment across communities.

Step 5: Track Over Time

Sentiment improves gradually, and brand sentiment tracking over weeks or months will empower PR and communications teams to distinguish between short-term noise and long-term trends. Monitoring the sentiment shifts over time is necessary to evaluate whether the changes in product, messaging, or service actually improve brand perception.

The Role of Public Relations in Brand Activism

PR plays an important role in influencing how brand activism is understood, sustained, and received. PR teams define the narrative, ensure messaging is clear and credible, and align communications with the company’s values on the proactive PR side. PR professionals engage with media, position initiatives in a social context, and prepare spokespersons. The most well-intended activism may be seen as opportunistic without this groundwork.

Organizations also hire a PR agency to handle the reactive side. Brand activism invites scrutiny, and PR professionals manage backlash, maintain transparency, and address criticism under pressure using clear response frameworks and monitoring real-time sentiment. Defensiveness and silence only escalate negative sentiment, while accountable and timely responses preserve credibility.

PR is the function that ensures brand activism is visible, understood, credible, and resilient over time, whether managing proactive storytelling or navigating reactive crises.

Learn more about brand activism

The Role of Public Relations in Brand Sentiment

Public relations is the primary discipline for shaping, monitoring, and protecting brand sentiment. Customer success, marketing, and product teams contribute to perception, but PR is the core of what forms perception externally and how it’s managed when it shifts. PR is the function that translates internal reality into external narratives, ensuring consistency, credibility, and strategy.

PR directly impacts positive sentiment on the proactive side through earned media, narrative development, and thought leadership. Credible publication mentions are more important than paid media because they count as third-party validation, which builds trust. Forrester data shows that using earned and paid media together works best. Bylined articles, CEO commentary, and original research establish transparency and authority, strengthening long-term sentiment. Consistent community engagement and storytelling reinforce emotional connections to create a baseline of goodwill.

PR professionals are the company’s first line of defense when sentiment turns negative. PR crafts the response, manages the narrative, and ensures transparency. Speed is vital, and any delay intensifies negative sentiment while external narratives thrive. Crisis press releases using effective communications frameworks are essential. Accountability and responsiveness outperform defensiveness in most cases, and PR teams use these valuable tools to stabilize sentiment.

Even more important, sentiment data should actively influence the PR strategy.

Sentiment data reveals where perception gaps exist, which media channels or journalists shape the narrative, and which messages resonate with customers. Organizations hire a PR agency to leverage this feedback loop, allowing brands to refine their positioning, adjust messaging, and prioritize outreach.

Conclusion: Brand Sentiment Is a Business Signal, Not a Vanity Metric

Brand sentiment is the emotional lifeline of how markets perceive companies in real-time. It’s not just a marketing indicator. It’s a direct metric that shows business performance, revenue, pricing power, reputation, and influencing loyalty. Sentiment that shifts reflects changes in customer experience, public trust, and product performance. It’s a clear signal of brand health.

Brands that manage sentiment effectively see it as an ongoing operational requirement, not a reporting exercise. Continuous monitoring across all relevant channels, transparent and consistent responding, and making informed decisions based on sentiment data are what set leaders apart. Sentiment is dynamic, and the direction of its movement matters more than isolated snapshots.

Organizations that track and respond to sentiment hold a structural advantage over those that depend on lagging indicators and intuition, especially in an environment where every LinkedIn post, review, and press article can shift perceptions overnight. Leaders question whether they know their brand sentiment or own it.

Brand Sentiment Analysis FAQs

How often should you monitor brand sentiment?

Monitor brand sentiment as frequently as sentiment changes in your category and how closely it’s connected to revenue risk. Continuous real-time monitoring is for brands with an active digital presence. A crisis or outage can go unnoticed without continuous monitoring. 

Monitor sentiment daily to identify trends or negative feedback clusters, or monitor it weekly to recognize patterns and make tactical changes. Monthly or quarterly sentiment analysis is required for strategic measures like tracking brand reputation, competitor benchmarking, and PR campaign performance measurement.

What is a good brand sentiment score?

A good positive brand sentiment is between +60 and +100, while a moderately positive brand sentiment is between +20 and +59. However, a good brand sentiment score doesn’t have a universal number because it depends on the channel mix, industry, and baseline volatility of your brand’s category.

What is the difference between brand sentiment and brand reputation?

Brand sentiment is a real-time emotional signal that indicates how people feel about a brand at any given time, while brand reputation is the long-term market perception related to the brand. Brand sentiment answers the question, “How do people feel about my brand right now?” Brand reputation answers the question, “What belief do people have about the brand overall?”

What is the difference between brand sentiment and share of voice?

Brand sentiment measures emotion, while share of voice measures visibility. Brand sentiment measures the emotional tone behind mentions of the brand online, indicating whether people feel positive, negative, or neutral. Share of voice measures how much people talk about a brand. Both are analytics metrics, but they measure different qualities.

What is the difference between brand sentiment analysis and social listening?

Social listening tools collect data from various feedback channels, while brand sentiment analysis uses advanced technology to analyze and interpret the data as positive, negative, and neutral. Social listening answers the question, “What are people saying about a brand?” Brand sentiment analysis answers the question, “How do people feel about a brand?”

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About the author

Matias Rodsevich is the CEO and Founder of PRLab, an award-winning global B2B tech PR agency. He holds a degree in PR from UADE and has over 8 years of experience leading communication strategies for tech companies. His expertise lies in B2B tech PR, helping brands grow through strategic, data-driven campaigns. You can follow him on LinkedIn.

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