--- title: Meltwater Reviews meta\_title: 'Meltwater Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 2668 reviews by the users' company size, role or industry to find out how Meltwater works for a business like yours. aggregate\_rating: rating\_value: 4.1 review\_count: 2668 scale: '5' date\_modified: '2026-08-11' parent\_category: name: Social Media Marketing url: https://www.g2.com/categories/social-media-marketing ---

# Meltwater Reviews & Product Details

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Meltwater empowers companies with a suite of solutions that spans media, social, and consumer intelligence. Since 2001, we’ve helped organizations harness the world’s data in real time to fuel smarter decisions, stronger performance and sustainable growth. By analyzing nearly 1 billion pieces of content each day and transforming them into vital insights, Meltwater unlocks the competitive edge needed to drive results. With 27,000 customers, 50 offices across six continents and 2,200 employees, Meltwater is the industry partner of choice for global brands making an impact. We activate the power of data so businesses can make smarter, faster decisions. With the most robust dataset across media, social, consumer trends – and now insights into how large language models (LLMs) shape brand visibility – we give companies a complete view of the conversations, behaviors, and signals influencing their markets. Our powerful AI turns this breadth of data into actionable insights, empowering teams across PR, communications and marketing to confidently drive strategy. -- Mira Studio (AI-Powered Media, Market, and Brand Intelligence Assistant) Key features - Natural language querying - Automated insights - Structured reports - Trend-spotting and explanations with suggested actions - Integrated throughout the full Meltwater Platform - Integrates with Copilot and Slack What is Mira Studio? Mira Studio is Meltwater’s conversational AI teammate for media, market, and brand intelligence. Mira Studio helps PR, comms, and marketing teams cut through complexity and reduce time spent on manual analysis, with prompt-driven reporting, briefing, simplified data exploration, and real-time answers. Who uses Mira Studio? Teams that need quick and shareable insights while reducing manual time spent digging through data. Mira Studio converts Meltwater data into summaries, visuals, and provides explanations through natural language interaction. Get to the why of what’s happening, not just the what. -- Media Intelligence for PR (Media Monitoring and Analysis Platform) Key capabilities - Monitor 6M different media sources - Unlimited search - Real-time alerts - Journalist identification - Competitive benchmarking - Unified, shareable reporting - Predictive analytics for mention forecasting - Brand-level sentiment What is Meltwater Media Intelligence? Meltwater’s media intelligence platform monitors and analyzes earned media coverage through tracking brand mentions and narratives across news, print, broadcast, podcasts, and social media. This enables faster response times to trends or feedback through real-time awareness of message penetration, emerging risks, and consumer sentiment. Who Uses Meltwater Media Intelligence? PR and comms teams use Meltwater Media Intelligence to strengthen PR strategies with accurate measurement of brand impact across media sources. With journalist outreach capabilities within a single platform, PR efforts are streamlined for better results. -- Social Listening and Analytics Key capabilities - Monitoring 200B+ social conversations - Analysis of 300M+ social profiles - Influencer identification - Shareable reporting across earned, owned, and paid social - Brand-level sentiment and predictive analytics for brand measurement and forecasting - AI agents for Boolean search creation and management - AI-powered insights summarize brand and topic narratives - Access to Meltwater API What is Meltwater Social Listening and Analytics? Meltwater social listening and analytics is an integrated platform providing monitoring and AI-powered analysis for billions of social conversations. Connect consumer insights to social strategy and marketing campaigns for a seamless approach to brand promotion, quicker crisis response, and powerful competitor insights without data caps. Who uses Meltwater Social Listening? Marketing and social teams in charge of consumer, competitor, and industry insights. -- Influencer Management (Klear – Influencer Relationship Management Platform) Key capabilities - Database of 30M+ global creator profiles - AI-driven influencer discovery and recommendations - Influencer vetting and brand safety analysis - AI-driven outreach and relationship management - Campaign management and creator collaboration tools - Performance benchmarking and ROI tracking - Competitive influencer intelligence What is our influencer management solution? Klear is Meltwater’s influencer discovery and influencer relationship management solution. Vet, manage, and measure influencers and campaigns at scale from within a single tool. AI-powered influencer recommendations improves targeting accuracy, providing better matches and influencing better ROI. Who uses our influencer management solution? Marketing, PR, and Influencer teams use Klear for implementing and scaling their influencer campaigns. Outreach, gifting, payment, analysis and reporting can all be managed through our platform. -- Enterprise and Professional Services Key capabilities - Analyst-led insights and reporting - Custom data configurations - Enterprise-grade support and delivery What is Meltwater Enterprise and Professional Services? Customized intelligence solutions and professional services from Meltwater experts supports large enterprises with advanced or bespoke requirements. This service provides complex data analysis and reporting that go beyond standard product workflows, and ensures fast and accurate delivery for high-stakes or large-scale intelligence needs.

* * *

Product Website
Meltwater
Seller
[Meltwater](https://www.g2.com/sellers/meltwater)
Discussions
[Meltwater Community](https://www.g2.com/products/meltwater/discuss)
Languages Supported

German, English, French, Irish, Italian, Japanese, Norwegian, Portuguese, Spanish, Swedish, Chinese (Simplified)

Solution Type

All-in-One

Overview by
Amy Caton

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## Value at a Glance

Averages based on real user reviews.

### Time to Implement

1 month

[
View More Pricing Information
](https://www.g2.com/products/meltwater/pricing)

## Meltwater Integrations
(13)

What do users say about integrations?

Verified by Meltwater

[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Audiense

](https://www.g2.com/products/audiense/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

ChatGPT

](https://www.g2.com/products/chatgpt/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Facebook for Business

](https://www.g2.com/products/facebook-for-business/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Google Workspace

](https://www.g2.com/products/google-workspace/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Instagram for Business

](https://www.g2.com/products/instagram-for-business/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Klear

](https://www.g2.com/products/klear-klear/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

KLEAR

](https://www.g2.com/products/kizeo-klear/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

LinkedIn Groups

](https://www.g2.com/products/linkedin-groups/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Microsoft Teams

](https://www.g2.com/products/microsoft-teams/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

PMG Platform

](https://www.g2.com/products/pmg-platform/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

Slack

](https://www.g2.com/products/slack/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

WordPress.org

](https://www.g2.com/products/wordpress-org/reviews)[

 ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image")

X (Twitter)

](https://www.g2.com/products/x-twitter/reviews)

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 ![Juan D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juan D.")
JD

Juan D.

Small-Business (50 or fewer emp.)

4/24/2024

"Good tool but with areas for improvement"

3.5/5

What do you like best about Meltwater?

Interactive dashboards are very useful. Meltwater's AI is good, but it has a long way to go to reach the level of analysis and reporting of other AIs. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

Look, Studio has improved, but now that they have restricted downloads, using their AI to analyze search results is essential and it doesn't work properly. It doesn't pull all the data and the reports remain very biased. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

Some media are not found in the Meltwater catalog. There are limitations in social listening like Facebook. Recently, we do not have access to TikTok data since February 2024. Sometimes it seems that it does not perform a complete search in the media used, as comparisons have been made with searches on Google and there are many results that Meltwater does not show. Some issues arise when incorporating new newsletters as they do not display images, and when clicking on the articles from a mobile device, it tries to open the application and not the article in the media. Review collected by and hosted on G2.com.

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7/27/2026
Current UserValidated ReviewerIncentivizedSource: Seller inviteAI Translated

 ![Max B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Max B.")
MB

Max B.

working student

Small-Business (50 or fewer emp.)

7/28/2026

"Reliable Keyword Search and Flexible Article Sorting"

4/5

What do you like best about Meltwater?

I find the automatic keyword search function for articles published online in a newsletter format particularly positive. It's especially practical to be able to sort the published articles by reach, date, or other criteria. Furthermore, the search seems quite reliable to me, more so than Google Alerts or similar services. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

The system is not very customizable. Users have little control over many design elements within the program. For example, the date is displayed in a specific way, without the option to switch it to the American metric system. Furthermore, bugs occur frequently, which customer support is quick to fix, but which nevertheless do appear. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

We can send an email to our member companies relatively easily (this takes about two hours) reporting on today's media situation and what is currently occupying the industry. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![Joannie C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Joannie C.")
JC

Joannie C.

Rédactrice et gestionnaire de communautés

Small-Business (50 or fewer emp.)

6/14/2023

"A good platform for influencers search"

4.5/5

What do you like best about Meltwater?

I’ve really enjoyed using it to discover new creator profiles and evaluate potential influencer partnerships. The platform gives a much clearer picture of each creator’s actual reach across channels, engagement rates, audience demographics, and previous brand collaborations. It has significantly improved how we assess influencers and make partnership decisions. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

The platform has improved noticeably. While metrics like engagement rate can still occasionally be influenced by sponsored content or a viral Reel/TikTok, the insights are now more reliable and representative overall. The platform also provides a stronger foundation for evaluating creators, making it much easier to assess potential partnerships with confidence. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

I can get the influencer's insights without having to ask them. I can also access their audience insights, for example, how much % is in Canada, the age range, the gender, etc. Review collected by and hosted on G2.com.

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7/27/2026
Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller

 ![Megan M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Megan M.")
MM

Megan M.

Social Media Coordinator

Mid-Market (51-1000 emp.)

3/15/2023

"Meltwater is mostly great for social media publishing and monitoring!"

4/5

What do you like best about Meltwater?

They have a new dashboard feature that is very customizable and an interesting way to look at data. It can be a little glitchy, but overall is a cool new feature. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

I think having more transparency over where their data is coming from and what exactly it is measuring. There's often discrepancies in the social media analytics when you look at the native platform's insights vs Meltwater's analytics. So that can be confusing and frustrating sometimes. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

Meltwater helps us provide more meaningful metrics because it allows us to tag posts by topic and then pull social media analytics for posts according to the topic. It also helps us organize content in the asset library, which is very helpful for reposts and staying organized! Review collected by and hosted on G2.com.

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7/22/2026
Current UserValidated ReviewerIncentivizedSource: Seller invite

AP

André P.

Technical Consultant

Information Technology and Services

Mid-Market (51-1000 emp.)

8/3/2026

"A comprehensive media intelligence platform that delivers actionable insights"

5/5

What do you like best about Meltwater?

What I appreciate most about Meltwater is that it brings media monitoring, social listening, and reporting together in a single platform instead of requiring multiple separate tools. We use it to monitor brand mentions, industry trends, and competitor activity across online news and social channels, and the real-time alerts help us react much faster when something important happens. The search functionality is flexible, allowing us to build detailed keyword queries that filter out irrelevant results. I also like the dashboards because they make it easy to share campaign performance and media coverage with stakeholders without spending hours preparing reports manually. The platform has become an important source of market intelligence rather than just a media monitoring tool. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

Setting up effective searches requires some practice, especially when building more advanced Boolean queries. During the first few weeks we needed to refine our searches several times before the results became consistently relevant. The platform offers a wide range of analytics and reporting options, which is a strength, but it can feel overwhelming for new users. I would also like more flexibility when customizing certain dashboards and reports for different stakeholders. Some experienced users have also noted that getting search queries right is one of the biggest factors in obtaining high-quality results. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

Before using Meltwater, monitoring media coverage and online conversations meant checking multiple websites, social platforms, and news sources separately, which made it difficult to identify trends quickly or measure the impact of our communications. With Meltwater, we now receive real-time alerts, track share of voice, monitor competitor activity, and measure campaign performance from one central location. This has reduced the time spent collecting information manually, improved the quality of our reporting, and helped our team respond more quickly to emerging topics and potential reputation issues. Having historical data and consolidated dashboards has also made it much easier to identify long-term trends and support strategic decision-making. Review collected by and hosted on G2.com.

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Validated ReviewerIncentivizedSource: Seller invite

 ![Cindy F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Cindy F.")
CF

Cindy F.

Board Member

Small-Business (50 or fewer emp.)

6/25/2024

"User-Friendly with Great Communication but Needs Improved Support"

3.5/5

What do you like best about Meltwater?

I really like that Meltwater is user-friendly. We have a really good communication line open with our customer success team, which is different than other vendors we've used in the past where it's been hard to track down a contact. I have found that they value our input on product features and are committed to continuing to improve the platform, ensuring it's fully functional and serving its clients in the best way possible. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

We have some issues in Explore where there might be a delay in an article coming that causes us to miss it. Certain important publications or platforms continue to be blind spots, especially if our clients see the coverage before us. This can harm our reputation as we want to stay on top of all client-related coverage. We've also had issues with support in the past, like not getting timely or clear responses to our tickets. Sometimes they suggest basic solutions after we've tried everything on our end, which means we spend a lot of time before involving them. These areas could be improved within the platform. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

I use Meltwater for media monitoring, setting up news and social searches, and distributing daily media monitoring emails to clients. It helps with analytics, reporting, media relations, and finding relevant contacts. Review collected by and hosted on G2.com.

Show More

5/18/2026
Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![Verified User in Entertainment](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Entertainment")
CE

Verified User in Entertainment

Mid-Market (51-1000 emp.)

7/20/2026

"Real-Time Sentiment Insights That Surface What Consumers Are Really Saying"

4/5

What do you like best about Meltwater?

Meltwater's real value is in surfacing what people are actually saying about a brand, product, or industry in their own words — capturing sentiment and tonality so you can tell whether conversations are trending positive, negative, or getting lost in the noise. It helps you spot emerging consumer needs, complaints, or preferences early, which can feed directly into product development and marketing decisions rather than relying on surveys or assumptions. The influencer identification features also show which voices consumers actually trust and engage with, giving a clearer read on who's shaping opinion in a given space. And because it tracks sentiment shifts in real time, it's useful for catching early signs of consumer frustration before they snowball into a wider backlash — letting a brand respond while it's still a small issue rather than a full-blown crisis. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

Less Flexibility on social dashboards and lack of customizations which creates problems to filter out specific campaigns from the overall data. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

Social Listening - being able to listen to consumer voices and mentions across all platforms help understand business problems better. Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![Verified User in Education Management](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Education Management")
AE

Verified User in Education Management

Mid-Market (51-1000 emp.)

7/16/2026

"Thorough Media Monitoring and Media Relations tools, but Pricing Needs More Flexibility"

3.5/5

What do you like best about Meltwater?

Very thorough media monitoring. I love the Media Centre—it makes sending out releases so easy and accessible for multiple users. It’s also a great place to store contact information for media outlets. The analytics are good, and the Meltwater team is very responsive. Overall, the platform offers great learning opportunities through their learning videos and conferences. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

The price is quite high. As it creeps up, we are considering other options. Many of the "service packages" contain features we don't really use. There should be more flexibility in choice. Price is a main concern. We were subscribed to a monitoring service that was absorbed by Meltwater. I was not part of the integration process. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

Our media email lists were usually groups created and housed in our media liaison's email address book. This caused problems if they were away from work and we needed to send a media release out. Having them housed in Meltwater, along with media release/statement/advisory templates is a game-changer. Review collected by and hosted on G2.com.

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Current UserValidated ReviewerIncentivizedSource: Seller invite

KA

Katie A.

Communicatinos Manager

Non-Profit Organization Management

Small-Business (50 or fewer emp.)

6/2/2026

"Meltwater Makes Reporting Easy for Marketing Communications"

4.5/5

What do you like best about Meltwater?

I love that Meltwater is a comprehensive tool for our marketing communications team. We regularly use the media relations and engage (social media) functions. The reporting is much easier than our experience with Cision was; after the dashboards are set up, it's quick to grab the stats we need. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

Our organization's analytics reporting is niche and has a very specific format, so unfortunately we're not able to use a lot of the cool Meltwater features like sharing newsletters and interactive reports. We have to manually grab the stats and/or charts to put into our organization's Word document. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

We really struggled with reporting when we used Cision. It would take hours upon hours. With Meltwater, it's much faster...like 5 minutes. Our reps have always been very helpful with troubleshooting any issues. Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![Tessa N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tessa N.")
TN

Tessa N.

Senior Advisor

Small-Business (50 or fewer emp.)

7/31/2026

"Easy-to-Use Interface with Great Insights, But Slow Performance"

3.5/5

What do you like best about Meltwater?

The interface, it's easy to use and really helps me gaining valuable insights for my clients. Review collected by and hosted on G2.com.

What do you dislike about Meltwater?

It's very slow when using it, UX/UI design is not really good. For example, if you have multiple saved searches and you want to scroll to the last one, you have to click 'show more' all the time. It would be better if you can just scroll down instead of having to click 'show more' 80 times. Review collected by and hosted on G2.com.

What problems is Meltwater solving and how is that benefiting you?

It really helps me to stay informed of my clients, especially with the alerts for saved searches. This way we are always up to date Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: Seller invite

## Questions about Meltwater? Ask real users or explore answers from the community

Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights.

[
Ask about Meltwater
](https://www.g2.com/products/meltwater/discussions/new)

GU

Guest User

What is Linkfluence used for?

0 Upvotes

0

[
Join the conversation
](https://www.g2.com/discussions/what-is-linkfluence-used-for)

 ![Sarah L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sarah L.")
SL

Sarah Lefaive
•
Last activity over 2 years ago

Describe a time when using Klear for an influencer campaign. What were the results?

2 Upvotes

1

[
Join the conversation
](https://www.g2.com/discussions/describe-a-time-when-using-klear-for-an-influencer-campaign-what-were-the-results)

[
View all Discussions
](https://www.g2.com/products/meltwater/discuss)

## Pricing Insights

Averages based on real user reviews.

### Time to Implement

1 month

### Return on Investment

14 months

### Average Discount

13%

### Perceived Cost

$$$$$

[
View More Pricing Information
](https://www.g2.com/products/meltwater/pricing)

## How much does Meltwater cost?

Data powered by [BetterCloud](https://www.bettercloud.com).

Estimated Price

### $$k - $$k

Per Year

Based on data from 20 purchases.

Get Price Estimate

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##### 
##### Meltwater Features

Reports & Dashboards

Report Exporting

Reporting

Keyword Targeting

Custom Feeds and Alerts

Custom Reports

Media Channels

Broadcast Media

Print Media

Online Media

Geographic Coverage

Local Media

National Media

International Media

[
View More Features
](https://www.g2.com/products/meltwater/features)

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##### Categories on G2

[Social Media Management](https://www.g2.com/categories/social-media-mgmt)[Social Media Analytics](https://www.g2.com/categories/social-media-analytics)[Social Media Suites](https://www.g2.com/categories/social-media-suites)

[Social Media Management](https://www.g2.com/categories/social-media-mgmt)[Social Media Analytics](https://www.g2.com/categories/social-media-analytics)[Social Media Suites](https://www.g2.com/categories/social-media-suites)[Social Media Listening Tools](https://www.g2.com/categories/social-media-listening-tools)[Answer Engine Optimization (AEO)](https://www.g2.com/categories/answer-engine-optimization-aeo)[Influencer Marketing Platforms](https://www.g2.com/categories/influencer-marketing-platforms)[Media Monitoring](https://www.g2.com/categories/media-monitoring)[Media and Influencer Targeting](https://www.g2.com/categories/media-and-influencer-targeting)[PR Analytics](https://www.g2.com/categories/pr-analytics)[Audience Intelligence Platforms](https://www.g2.com/categories/audience-intelligence-platforms)

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