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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

Media monitoring helps organizations stay informed about what’s being said across online news, print, broadcast, podcasts, and other media channels. Whether you're tracking brand mentions, measuring PR performance, monitoring competitors, or identifying emerging trends, our expert guides, best practices, and industry insights will help you build a smarter media monitoring strategy and make more informed communications decisions.

Discover expert media monitoring guides, best practices, and industry insights to track brand mentions, monitor competitors, and stay ahead of the news.

Media Monitoring: Guides, Best Practices & Industry Insights

Every day billions of conversations take place on social media: tweets, posts, comments, blogs, reviews, podcasts, and much more.
Learn how to use social listening to make sense of all of that data.

On our social listening category page, you find all our blogs covering topics around social listening and social media monitoring. Read more.

Social Listening Blogs | Category

Business Reputation Management: What does it take to add reputation management to your marketing strategy? More importantly, how do you keep your reputation sparkly and shiny? Here’s your all-access guide to online reputation management for the long term.

On our reputation management category page, you find all our blogs covering topics around business reputation management. Read more.

Reputation Management Blogs | Category

From your brand's logo to your website, your social media presence to your customer support—these elements combined are what constitutes a brand in the minds of customers. But, there are thousands of other businesses that have a logo, website, social media presence, and website. So, how can you position your business on the market and make it stand out from the competition?
The key to success is branding & brand management!

On our brand management category page, you find all our blogs covering topics around brand management. Build your strategy and reach your goals!

Brand Management Blogs | Category

Competitive intelligence and the act of collecting competitive data can be seen as growth drivers for a company. Our guide will help you understand the concept of competitive intelligence (CI) by answering questions such as: What is the definition of competitive intelligence? How is competitive intelligence useful to organizations? What is the goal of competitive intelligence? And more.

On our competitive intelligence category page, you find all our blogs covering topics around competitive intelligence. Learn how to stay ahead.

Competitive Intelligence Blogs | Category

Let’s dive into the customer journey framework and how to optimize the process by creating a customer journey map and using metrics that matter when analyzing the customer journey.

On our customer journey category page, you find all our blogs covering topics around mapping and understanding the customer journey.

Customer Journey Blogs | Category

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

Is your social media going haywire? Content ideas come from every direction, deadlines sneak up, and you spend half your time digging through email threads or chasing approvals. To get your hands on better results, you need a better system, which is why a social media workflow is so valuable.

Social media management workflows take the guesswork out of creating, posting, testing, and analyzing content. It turns messy back-and-forth into clear roles, repeatable steps, and consistent processes. This gives you space to focus on what really matters: strategy, engagement, and growth.

Meltwater enables workflows and collaborations to keep your efforts on track. Here’s how you can create a social media workflow that works as hard as you do.

Why a Workflow Matters in Social Media Management

Step-by-Step Guide to Creating a Social Media Workflow

Tools That Support a Seamless Social Media Workflow

Final Thoughts: Getting Your Team in Sync

Social media workflow: A repeatable process that outlines each step to plan, create, publish, and analyze social media content.

Ideally, a social media workflow should contain these elements:

Ideation: Document how you brainstorm ideas based on campaigns, trends, audience needs, feedback, or performance insights.

Creation: Set rules for turning ideas into drafts, visuals, or videos, including role assignments and deadlines to keep things moving.

Approval: Clarify who approves what before it goes live.

Scheduling: Define the tools and steps you need to upload content and choose posting times.

Monitoring: Decide who will monitor for comments, DMs, and engagement, how to respond, and ways to keep the community active.

Reporting: Track performance metrics to understand what’s working, what isn’t, and how to improve next time.

These steps bring clarity to chaos and turn social media into a scalable, strategic part of your marketing.

Even with a clear idea on what needs to be done from post to publish, a well thought-out workflow holds value. Without it, social media management can quickly become reactive: a scramble to meet deadlines, a post-something, post-anything mindset, or a blind chase for feedback across channels.

A solid social media management workflow adds structure and predictability to the process, giving you real results. 

Workflows create predictability, even when the unexpected happens. When everyone knows the schedule and the process is repeatable, social media publishing stays on track. 

Ultimately, this means you’re less likely to skip days or rush content. That consistency builds trust with your audience and improves your impact over time.

Social media involves many players: creators, designers, marketers, freelancers, and other internal and external partners. Workflows keep everyone on the same page: Each person knows their role, when their part is due, and what comes next.

Improved efficiency and fewer bottlenecks

With a clear process in place, your team spends less time guessing and more time doing. You eliminate the back-and-forth emails, reduce approval delays, and free up time for high-impact work. The result is faster turnaround and more breathing room in your calendar.

Social media workflows bake in review and approval steps, so content doesn’t slip through the cracks. Keep every post on-brand, hold your team accountable, and ultimately produce better content that gets results.

TIP: Don't miss our Social Media Management Toolkit, which features plenty of helpful resources for time-strapped social media managers everywhere!

The value of a social media marketing workflow cannot be overstated. The best way to harness this value is to create one that suits the way you already work. Your workflow will be unique to you, but these basic steps will help you produce a quality workflow that aligns with your needs.

Your workflow’s purpose is to help you manage your social media efforts better than how you’re already doing it. It should align with your overall marketing strategy and ideally solve challenges you’re currently experiencing. 

Get specific with what problems you’d like to fix or what you hope your new workflow will help you achieve. 

Whatever your goals, make them clear and actionable. Then, assign success metrics that will help you confirm your workflow is working.

Your metrics should relate directly to your goals. If you’re wanting to streamline content approvals, for example, you might choose metrics like time to publish or number of posts per week.

To create your social media content workflow, consider each step of the process and how you move from one step to the next. Then place these steps in chronological order.

For example, you can’t publish content until you develop the assets, but you can’t develop assets until you brainstorm ideas. 

Common steps in a social media content workflow include (but are not limited to):

Creating reports on content and campaign performance

You can break some of these steps down into more granular action items, depending on how you operate.

TIP: Stuck on social media content creation ideas? Check out our article about the best social media marketing examples, complete with an AI assistant that can help you instantly brainstorm content ideas. Need a whole campaign? It can help with that too!

3. Establish review and approval processes

It’s important to assign roles and deadlines for each step to maintain accountability. Deadlines may change depending on the urgency of a campaign, but having clear expectations for creating posts from start to finish gives everyone some predictability.

How long do they have to approve content?

How will stakeholders know when items have been approved/rejected?

How should stakeholders prioritize rejected content?

How can approvers communicate their desired changes or reasons for rejection?

Collaboration tools can streamline this process, cutting out email threads and keeping content moving through your pipeline.

Part of every social media content workflow involves sharing what you’ve created with the world. To do this, you’ll need to include social media content calendars and scheduling tools in the mix.

Once you approve a post, upload it to your scheduling tool to post on specific platforms at pre-determined dates and times. Many tools build post optimization into their technology so you can maximize engagement without guesswork.

Social media management platforms like Planable, Hootsuite, and Sprout Social simplify this process. You can upload posts in batches for later scheduling, enabling social media workflow automation.

Once you create a social media workflow, put it to the test and see how it helps you achieve your goals. Track the performance of your workflow by comparing it to your chosen goals and KPIs. Estimate how much time it saves you compared to how you were managing social posts before.

Also, get input from other stakeholders using the social media content workflow. Feedback loops are important for spotting gaps and getting the most value out of your workflow.

Social media management tools can help you establish a workflow and make your efforts faster, easier, and more cohesive. 

The following tools support social media workflow automation in a user-friendly way.

Meltwater applies its extensive social listening data to its social media management suite, giving marketers a single source to manage all their channels. In addition to basic management features like scheduling and post optimization times, Meltwater helps marketers understand the data behind their social presence and learn why things are clicking (or not). It’s built for collaboration, with things like social media content workflows and approvals built in.

You can customize workflows to suit your needs and the size of your team. Meltwater also centralizes your inboxes so you can monitor activity and be ready to respond from the same place you’re already working. 

Customizable dashboards also give you macro and micro views of your social media stats, from the number of posts to engagement rates and more. Easily add the data to custom reports or pre-made templates so you can demonstrate your success.

Meltwater is a comprehensive social media management platform that brings workflows, data, content calendars, assets, approvals, and more under one umbrella. It’s also powered by AI, which helps you streamline everything from writing captions to dissecting the meaning behind the data.

See how Meltwater's social media management solution can help you streamline your processes! Simply click here and fill out the form below for a personalized demo.

Hootsuite is a widely used social media scheduling tool. It’s made for teams that need to manage several profiles across different platforms. Features like a centralized content calendar and single inbox support approval workflows. Users can assign tasks, set permission levels, and monitor progress in one place.

Hootsuite also offers insights about the best times to post on each channel. Built-in AI tools help marketers draft captions and content ideas to speed up the publishing process. Integrations with tools like Canva also help to bring data and creative assets together, which makes creating a seamless workflow easier.

Tip: Take a look at other Hootsuite alternatives.

Sprout Social offers enterprise-level social media management, with workflow tools embedded in its interface. Whether you’re an agency working with multiple clients or just need an in-house solution, the platform allows you to draft, schedule, and share content across stakeholders without having to give full access to the tool.

It blends social media data with CRM-like features, which also adds to its user friendliness. Approval workflows, shared content calendars, and internal comment features create tight collaboration between cross-functional teams.

Tip: Take a look at other Sprout Social alternatives.

How to Build a Social Media Workflow That Works

You think you know your competitors. You believe your product has an edge. But without competitive intelligence to provide a clear, objective view of how you stack up, you’re operating on instinct, not facts. 

Assumptions are the enemy in marketing. That’s why a competitive matrix is so powerful. It gives you a clear, side-by-side comparison of you vs. your competitors and where your best opportunities lie.

Here’s how to build a competitive matrix that moves the needle and why it’s a must-have in your marketing toolkit.

Competitive matrix definition: A visual tool that compares a company’s product, service, or brand against key competitors across various criteria, such as pricing, features, customer experience, marketing channels, or brand perception.

A competitive matrix usually takes the form of a grid or table. It gives marketers and other stakeholders a side-by-side look at how each entity stacks up in certain areas.

This tool helps you more easily spot strengths, weaknesses, and gaps in the market that you could fill. It’s also incredibly effective at communicating competitive insights across departments, especially when product, sales, and marketing teams need to align on strategy.

Competitive matrices provide value across all stages of growth: 

Startups for finding a niche in a crowded market. 

Growing brands for sharpening their differentiation. 

Mature businesses for monitoring shifts in competitive positioning or guiding a rebrand. 

Any time you're launching a product, entering a new market, or reassessing strategy, this tool belongs on your desk.

TIP: Don't miss our blog on the best competitive intelligence tools on the market, along with helpful tips on how to use them!

Competitive matrices look like neat little spreadsheets, but they’re much more powerful. Here’s how they bring clarity to chaos and empower marketing teams.

A competitive matrix helps you see where every player stands at a glance, including you. 

Rather than reviewing vague impressions or word-of-mouth claims, you get a hard look at how brands compare based on measurable factors like price, features, reach, or customer reviews. The visual layout makes it easy to see who’s dominating certain areas, who’s falling behind, and who’s occupying the same strategic space as you.

This kind of visibility is especially useful in industries where differentiation is tricky, like SaaS or eCommerce. It lets you cut through distractions and ask targeted questions: Who’s going overboard on marketing spend? Who’s quietly building loyalty? Who’s competing on value vs. innovation?

Identifying market gaps and opportunities

Laying out a competitive analysis in a matrix reveals valuable white space — the unmet customer needs or underserved segments your competitors have overlooked. 

It might be a feature no one else is offering, a price tier that’s missing, or a messaging angle that hasn’t been claimed. A matrix comparison shines a light on where your brand can break away from the pack.

You can also more easily identify saturation in your market. For example, if every competitor is playing in the same lane, you have a chance to zag while everyone else zigs. This might mean targeting a different persona, shifting positioning, or introducing a new value prop.

Marketers are constantly realizing the need to prove themselves to other stakeholders and decision makers. A competitive matrix is a great tool to support your vision and show you’re making smart, strategic decisions.

Presenting a well-made matrix to leadership shows you’ve done your homework and helps you justify your marketing plan. It illustrates ideas rooted in evidence, not hunches, and other stakeholders can more easily follow along when your ideas are visually laid out.

Meltwater's suite of AI-powered intelligence solutions can help you get crucial competitive insights fast. Click here and fill out the form below to see it in action during a personalized demo!

Creating a competitive matrix involves deep research, an understanding of your market and competitors, and maybe a pinch of design skills. Once you have all the pieces, creating your matrix is a pretty straightforward process. 

Here’s how to build your own competitive matrix.

Start by narrowing down who you’re actually competing with. This might be a mix of direct competitors (those offering similar products to the same customers) and indirect competitors (those solving the same problem in a different way). 

You don’t need to pick every company in your niche. Focus on your true competitive rivalry (3-5 players) that are relevant to your current goals (e.g., brand positioning, product differentiation). 

Pro tip: If you’re not sure who to include, look at who your customers mention during sales calls, who’s bidding on your paid keywords, or who dominates the SERPs for your top search terms.

Next, decide which factors you want to compare. Examples include:

Stick with 5-10 criteria to keep your matrix focused and actionable.

Collect data from trusted sources, such as: 

Internal sources like your CRM and sales transcripts

Keep it honest and objective. It’s tempting to skew results in your favor, but a biased matrix only leads to flawed strategy.

With data in hand, start visualizing your findings in a matrix. You can keep it simple with a comparison table or go more visual with quadrant charts, bubble graphs, or color-coded scorecards. 

Tools like Excel, Google Sheets, Canva, or even PowerPoint are great starting points. They have plug-and-play templates that you can customize to your needs.  

The key is clarity. Make it easy to spot who’s leading in what areas and where your brand stands out (or falls short).

Take your finished matrix and zoom out: Who’s dominating? Who’s failing to deliver? Where’s the white space? 

Use your analysis to inform messaging, product development, go-to-market strategy, or pricing updates.

Then, rinse and repeat on a regular basis. Competitive analyses can become outdated. Revising it regularly helps you stay relevant and strategic.

TIP: Check out our free webinar featuring tips and strategies from a competitive intelligence analyst!

Competitive matrices can take different forms and styles. Some are more complex than others. Others are geared to specific use cases.

Use these competitive matrix examples to jumpstart your own.

Most competitive matrices will take the form of a table, where competitors are displayed as rows and features or other criteria in columns (or vice-versa). 

In this example, we see numerical scores assigned to each competitor and criterion. Color-coding the scores makes it easy to see top performers in each category.

One way to align features and pricing is to build a Feature matrix. This quadrant-style matrix evaluates what your platform offers and how those features stack up in terms of relevance and uniqueness.

The horizontal (X) axis measures differentiation (how unique a feature is). On the left are features everyone offers (commodities) and on the right are features only you offer (unique). 

The vertical (Y) axis tracks popularity or usage, from features used by a handful of users (bottom) to those relied on by nearly all your customers (top). 

When you plot your product’s capabilities along these axes, you begin to see which features are common, which are niche, and which are your most compelling selling points.

The upper right quadrant—highly used and highly differentiated—is where your strongest value proposition lives. These are the features that drive purchase decisions and justify premium pricing. 

The lower right contains more specialized features, less frequently used but still uniquely yours, ideal as add-ons or enterprise-level upgrades. 

The upper left includes popular but common features—useful, but not market-moving. 

The lower left is the noise—features that few customers use and that most competitors offer, which may be cluttering your messaging or product focus.

The key is to know what matters to your audience and where your product shines. From there, you can build your pricing and positioning around that insight.

The 2x2 matrix is one of the most widely used competitive analysis tools. It evaluates a company’s competitive position based on two essential factors.

These two axes typically represent variables like price vs. quality, innovation vs. usability, or market share vs. growth potential. Each company or product is plotted in one of the four resulting quadrants, offering a quick snapshot of how different players are positioned. 

What Is a Competitive Matrix? How to Analyze Competitors

It happens every day: A customer searches online for a product or service you offer. They find your business, but before making a decision, they read reviews of your company and a few others. Negative reviews intermix with positive feedback — some outdated, some recent, and some unfair. Instead of choosing you, they go with a competitor, and you’ve lost a sale without even realizing it.

This is the challenge that online review management aims to solve. Reviews are the digital word-of-mouth marketing, with the power to build trust and shape opinions around the clock. That's why this is such a crucial piece of reputation management — if your reviews aren’t in tip-top shape, you could risk losing business and taking hits to your brand’s reputation.

Every review tells a story about your business. And yes, you can be in control of the narrative. Here’s what you need to know about online review management and how to make reviews work for you.

Why Is Online Review Management Important?

How to Monitor Online Reviews Effectively

Online review management is the intentional, proactive process of earning, monitoring, responding to, and taking action on your online reviews.

Successful brands don’t wait for people to leave online reviews; instead, they take the lead by sending reminders when customers make a purchase or running review campaigns. 

And when those reviews start pouring in, they’re monitoring the feedback for helpful insights and potential harm to their brand image. 

Managing customer reviews should be an ongoing priority. The more positive reviews you receive, the more they can offset the occasional negative review. And when you do receive a negative review, you can use that feedback to make impactful changes in your business — and emerge stronger than before.

Your business reviews are public. Every time someone reads a review, they’re getting to know your company a little better. 

More than nine in 10 people say online reviews affect their buying decisions. They trust reviews and view them as credible sources of information. But reviews can only deliver on these expectations when brands take the time to property monitor and manage them.

People aren’t shy about sharing their feedback, especially in public places like Google Business Profile, which accounts for more than half of all online reviews. Reviews are highly accessible for users, plus they’re essentially free marketing tools for businesses.

While review platforms like Google have simplified the way people leave feedback, there’s also a dark side to the process. Anyone can post a review about a business or brand online, even if they’ve never purchased from you.

Without ongoing customer review management, your brand might suffer from false or misleading reviews. Bad reviews can drive good business away, and you shouldn’t lose customers at the expense of bad actors.

Your customers might be posting reviews in places you aren’t currently checking, which makes it harder for you to manage and monitor online feedback. Let’s explore some steps you can take to improve your business review management online.

The Meltwater Blog

How to Build a Social Media Workflow That Works

What Is a Competitive Matrix? How to Analyze Competitors

Online Review Management: How to Monitor and Improve Brand Reputation

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How to Write Creative Instagram Captions for More Engagement

5 Tips on How to Optimize a Press Release for SEO

What is a Press Kit? 3 Press Kit Examples to Inspire You

What is a Media Kit, and How to Create One [with 4 Media Kit Examples]

What Is Trend Forecasting? Trend Prediction Guide

The 8 Biggest New Meltwater Features in our 2023 Winter Release

How to Use Chatbots to Improve Your Sales

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