Top Altmetric Alternatives & Competitors For 2024

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Looking for alternatives to Altmetric? Many users crave user-friendly and feature-rich solutions for tasks like Data Management, Reporting, and Data Transformation. Leveraging crowdsourced data from over 1,000 real Business Intelligence Tools selection projects based on 400+ capabilities, we present a comparison of Altmetric to leading industry alternatives like MicroStrategy, Power BI, InsightSquared, and Mathematica.

Altmetric Software Tool
InsightSquared Software Tool

Product Basics

Altmetric offers web-based data monitoring designed to track online attention on published research. It monitors a range of different data source types such as blogs, policy documents, journals, media outlets, social media, Wikipedia and more in order to track mentions, citations and other references. It then displays this data in a centralized dashboard and provides a score to help users understand how different pieces are performing online. It utilizes a specialized type of analytics called altmetrics that focuses on alternative data sources rather than traditional ones.
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MicroStrategy is a data visualization and reporting platform that deploys on-premise and on the web. The cloud version runs on AWS or Microsoft Azure. MicroStrategy Library is the web edition, while Workstation is the desktop version.

It reigns supreme as the top analytics tool in our product directory and provides 91% of the required features out of the box. Regarding source data integration, it leaves very little to chance, winning our best-in-class award for connectivity. With over 200 connectors, there’s a high chance it’ll satisfy your data needs.

If not, you can build one using a software development kit. SDKs are also the force behind REST and embedding APIs, HyperIntelligence and data visualization. Plus, the semantic layer enables automating data prep and analysis and generating visualizations on cue.

Dossiers in MicroStrategy are like books; they have chapters further divided into pages, and each page has one or more visualizations. Every view is free-form — you can move charts around and organize them as you like. With write-back capability, you can update underlying databases from visualizations.

The vendor launched its unified cloud AI analytics platform, MicroStrategy One, with GPT-4o in September 2024. It’s twice as fast, digging into the selected data to produce dashboard summaries and answer user queries in seconds. Update 12 has auditing capabilities and shows details of active licenses, including their compliance status.

Its heart and soul is an Intelligence Server that manages metadata and processes queries. A mobile app is available. There’s a 30-day trial, but access to group permissions, KPIs and subscriptions requires a paid upgrade.

User reviews mentioned that the solution was effective, but the ecosystem and pricing were complex.

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Microsoft Power BI is an analytics and reporting solution for individuals and enterprises. Ranked among the top five products in our BI product directory, it’s a user favorite, with 88% of reviewers giving it the thumbs up.

It’s versatile in connectivity, pulling data from files, databases and cloud sources. Power Query helps users transform data to the desired format for building accurate models. They will serve as the basis for analysis and reporting. With Azure Machine Learning, Power BI incorporates AI into the analysis.

Government agencies find them handy for tracking citizen programs, crime and health data, and utilities. For healthcare companies, it proves helpful in patient data tracking, population health management and operations. Retail is all about sales and revenue, and if this is you, the vendor offers ready-made report templates that can help you hit the ground running. That’s not all; other report samples are available too.

Reusable dataflows in Power BI help you create a process once and run it again. Dataflows are shareable, so your whole team benefits. DAX enables complex calculations, while natural language Q&A speeds up analysis. Team workspaces enable collaboration, and mobile insight is available.

Individual accounts include Power BI Desktop, Power BI Pro and Premium per User (PPU). Pro and PPU licenses use Power BI Service, which lets you share content with other Pro users and is suitable for small businesses.

Power BI Premium is an enterprise license; you can share content with anyone, even external users. Pro and PPU cost $9.99 and $20 per user monthly, while Premium comes at $4,995 per month. User reviews praise it for ease of use, connectivity and modeling, but most users find the pricing confusing, possibly because of the various Microsoft integrations that make Power BI a complete package.

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InsightSquared is a sales analytics SaaS platform that builds a path for revenue operations professionals from sales data to sales intelligence, empowering them to make better decisions informed by insights. It helps businesses dig deep into their sales pipelines to thoroughly understand what drives results. With AI-powered forecasting, detailed reporting, complete sales funnel visibility and employee performance tracking, it enables enterprises to track their key metrics and sales growth with precision and strategize for the future with confidence.

Suitable for companies of all sizes, it simplifies the sales process and helps businesses improve ROI and maximize their results. As each offering is customized to fit the client’s needs, pricing and functionality will vary based on the tier of plan and number of components selected.
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Wolfram Mathematica is a technical computing platform that can perform a wide range of computations and algorithms for mathematics and beyond. Primarily designed for research and academia, it enables users to create powerful scripts through a flexible, multi-purpose programming language. It allows users to analyze and visualize data in sophisticated ways and employ methods such as machine learning, data mining and deep learning to model and solve complicated problems.

It is available in the cloud through any web browser or installable on-premises on all desktop environments. Users can purchase licenses as individuals or under group or enterprise pricing for cloud, desktop or both versions.
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Product Ranking

#137

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Business Intelligence Tools

#15

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Business Intelligence Tools

#2

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#116

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#47

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Find out who the leaders are

Analyst Rating Summary

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Availability and Scalability
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Analyst Ratings for Functional Requirements Customize This Data Customize This Data

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MicroStrategy
Power BI
InsightSquared
Mathematica
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Advanced Analytics Augmented Analytics Data Management Data Pre-processing Data Transformation Data Visualization Embedded Analytics Capabilities Geospatial Visualizations and Analysis Mobile Capabilities Platform Capabilities Reporting 94 66 100 100 97 100 100 100 100 96 100 84 68 100 73 100 97 100 100 100 96 100 0 25 50 75 100
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User Sentiment Summary

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Great User Sentiment 973 reviews
Great User Sentiment 5246 reviews
Great User Sentiment 797 reviews
Excellent User Sentiment 305 reviews
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of users recommend this product

MicroStrategy has a 'great' User Satisfaction Rating of 84% when considering 973 user reviews from 5 recognized software review sites.

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of users recommend this product

Power BI has a 'great' User Satisfaction Rating of 88% when considering 5246 user reviews from 4 recognized software review sites.

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InsightSquared has a 'great' User Satisfaction Rating of 89% when considering 797 user reviews from 4 recognized software review sites.

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Mathematica has a 'excellent' User Satisfaction Rating of 92% when considering 305 user reviews from 2 recognized software review sites.

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Awards

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Analysts' Pick Award
Data Pre-processing Award
Embedded Analytics Capabilities Award
Geospatial Visualizations and Analysis Award
Mobile Capabilities Award
Embedded Analytics Capabilities Award
Geospatial Visualizations and Analysis Award
Mobile Capabilities Award
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User Favorite Award

Synopsis of User Ratings and Reviews

Comprehensive Data Aggregation: Altmetric excels at gathering data from diverse sources, including social media platforms, online news articles, and policy documents, offering a holistic view of research impact.
User-Friendly Interface: The platform is lauded for its intuitive design and ease of navigation, allowing both novice and experienced users to access and analyze data efficiently.
Detailed Reporting Features: Altmetric provides in-depth reporting functionalities, enabling institutions and researchers to generate insightful reports that showcase the reach and influence of their scholarly work.
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Data Visualization: Users were satisfied with its powerful dashboards and personalization options for self-service analytics.
Functionality: Reviewers praised the platform for delivering on capabilities and scaling with their data needs.
Ease of Use: User reviews appreciated its reusable objects and semantic layer for automating data wrangling and visualization workflows.
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Integrations: Around 95% of users who mentioned data sources said they were satisfied with its flexibility in connecting to sources.
Data Visualization: About 93% of the users who discussed visual analysis said they relied on it for daily reporting.
Functionality: Over 75% of the users reviewing features said they were impressed with its live queries, DAX calculations and data modeling.
Ease of Use: Approximately 72% of the users who mentioned its UI said it was straightforward to use.
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Data Connectivity: Around 87% of the users who reviewed data integration said that the platform pulls data efficiently from a wide range of data sources.
Support: Support is responsive and knowledgeable, according to 87% of the users who mentioned contacting them.
Ease of Use: Citing ease of use to filter and pivot on key metrics, approximately 86% of the users said that the platform is intuitive and user-friendly.
Data Visualization: Approximately 82% of the users who discussed data visualization said that the platform provides a multitude of prebuilt and customizable dashboards to tell stories.
Data Analysis: Citing strong trend analytics based on historical data, around 74% of the users said that the platform provides seamless self-service analysis of business metrics.
Functionality: The platform has powerful features to present insights into sales and marketing pipeline health, according to around 74% of the users who reviewed its functionality.
Reporting: Reviewing reporting, approximately 63% of the users said that the platform provides a multitude of prebuilt charts and reports with visible, ready-to-consume insights.
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Symbolic Computation: Mathematica excels at handling and manipulating symbolic expressions, making it ideal for tasks that involve algebra, calculus, and other forms of mathematical analysis. This can be particularly useful for financial modeling, risk analysis, and other business intelligence applications that require complex calculations.
Visualization Capabilities: Mathematica offers a wide range of visualization tools that can be used to create high-quality charts, graphs, and other visual representations of data. These visualizations can be interactive, allowing users to explore data from different perspectives and gain deeper insights. This is essential for effectively communicating complex data to stakeholders in a business setting.
Automation and Scripting: Mathematica allows users to automate tasks and create scripts, which can save time and improve efficiency. This can be particularly useful for repetitive tasks, such as data cleaning and analysis. Automating these tasks can free up time for business intelligence professionals to focus on more strategic initiatives.
Machine Learning and AI: Mathematica includes a wide range of machine learning and artificial intelligence (AI) tools that can be used for tasks such as predictive modeling, classification, and anomaly detection. These capabilities are becoming increasingly important for business intelligence, as they can help organizations to identify trends, make better decisions, and gain a competitive advantage.
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Steep Learning Curve: The platform's interface can be challenging for new users to master, potentially hindering immediate productivity.
Data Accuracy Concerns: Some users have expressed reservations about the accuracy and comprehensiveness of data, especially for publications outside the mainstream.
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Cost: A majority of the users found the platform to be expensive.
Adoption: Most reviews said the platform had a steep learning curve.
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Speed: About 95% of recent reviews citing performance said the platform lagged when dealing with large data volumes.
Adoption: Around 81.5% of the reviewers mentioning adoption said the learning curve was steep.
Cost: Approximately 71% of users discussing pricing complained about the platform being expensive.
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Speed: Around 90% of the users who mentioned speed said that data refresh is slow, especially when processing large datasets.
Pricing: Approximately 60% of the users who reviewed pricing said that necessary customizations add to the overall cost, limiting adoption by small enterprises.
Training: Around 54% of the users who discussed training said that there is a learning curve due to lack of training and documentation.
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Price: Mathematica comes with a hefty price tag, especially for commercial use, which can be a significant barrier for individuals or small businesses.
Learning Curve: The software has a steep learning curve due to its vast functionality and unique syntax, requiring a significant time investment to master.
Closed Ecosystem: Mathematica operates within a closed ecosystem, making it challenging to integrate with other data analysis tools or programming languages commonly used in business intelligence.
Limited Collaboration: Collaboration features are not as robust as those found in other business intelligence platforms, hindering teamwork and knowledge sharing.
Visualization Capabilities: While Mathematica offers visualization tools, they may not be as intuitive or user-friendly as dedicated data visualization software, potentially limiting the ability to create compelling and insightful dashboards.
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Altmetric is generally well-regarded for its comprehensive data collection from a variety of sources, including social media, news outlets, and policy documents. Users appreciate the platform's user-friendly interface and in-depth reporting capabilities, which help institutions and researchers understand the wider impact of their work, gauging the reach of their publications beyond traditional metrics. For example, the platform's "donut visualization" provides a clear picture of the sources driving attention towards a specific publication. However, some users have pointed out that the platform can be pricey. There are occasional concerns about the accuracy and completeness of the data. Additionally, while the interface is generally user-friendly, there might be a learning curve for new users to fully utilize all of its features. Think of it like learning to drive a car – initially, it takes focus, but with time, it becomes second nature. In conclusion, Altmetric Business Intelligence is a powerful tool for academic and research institutions looking to measure the impact of their publications, going beyond simple citation counts. Its strengths lie in its comprehensive data collection, user-friendly interface, and detailed reporting capabilities. While cost and occasional data accuracy concerns exist, its ability to showcase research reach and impact makes it particularly valuable for researchers and institutions aiming to understand the broader influence of their work in today's digital landscape.

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MicroStrategy is a patchwork quilt of products on the web, desktop and mobile. There’s MicroStrategy Library where you can access published content and Auto Express for dashboarding and bot creation. Anyone with basic data skills can feed information to a bot and gain insights in seconds.You don’t need a credit card to sign up for the free trial, but you won’t be able to publish content to the server without a paid upgrade. As for choosing which edition to use, there’s the web and the desktop instance. Which one will suit you? Maybe both?MicroStrategy Workstation is for developers and data analysts and is more robust for manipulating data. It provides administrative control, even when offline, and helps prototype content before it goes live. Combining multiple visualizations on a single page provided me with more context for the same data.On the other hand, the Workstation version lacks the same level of natural language processing as the web version.MicroStrategy Web is for delivering content to your clients. Being online, it’s open to seamless upgrades and customization, and identity management and collaboration are built in. If you have a small organization, the web version might suffice, but you might want to consider going for both if you deal with large data volumes.Metadata mapping was immensely useful to me when designing a bot using MicroStrategy Auto Express. All I needed to do was feed it the data, and it generated a slew of questions I might want to ask.With a semantic layer, Microstrategy is among the BI tools that work best with large data warehouses. If you’ve just started in business or haven’t got large data volumes yet, you might want to consider a simpler tool.An oft-repeated sentiment in user reviews was that this motley crew of products — web, desktop and mobile — didn’t always sync. The vendor positions MicroStrategy One as a unified solution that’ll, hopefully, eliminate these annoyances.On the flip side, quite a few users said it could be clunky for inexperienced users. Also, some reviewers said it slowed on occasion. Most people said the solution was expensive and found its learning curve quite steep.In summary, MicroStrategy is worth considering, especially if you’re a medium or large-sized company looking for a web reporting tool with a user-friendly interface.

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Our researchers ranked products on a whole bunch of features. They include data management, querying and visualization, advanced and embedded analytics, mobile BI, and IoT and location analytics.In our rankings, Power BI scores 87 for connectivity, leaving behind Tableau, Oracle Analytics and Dundas BI. Robust Microsoft technology is one reason, for sure. Besides, intelligent techniques like DirectQuery and easy data modeling make it popular among users.In product reviews, some users mentioned a lag when sharing reports from the desktop to the cloud. For me, the platform was a tad slow to start, but otherwise, it stayed performant for my average-sized dataset.When dealing with sales data, total sales, the top-performing products, seasonality and period trends are common queries. Creating a sales KPI report in Power BI was an excellent way for me to answer them. My CSV files included sales, calendar, products and store data.Connecting to sources is straightforward with Get Data on the home screen and toolbar. Once I had pulled in the data, I clicked on Transform Data and opened the Power Query editor. It automatically detects the data type for strings and numbers but can get confused with dates and currency, which it marks as text. It involved some manual wrangling, but I had it sorted in no time. Read my article on KPI Reports to learn how I did it.But I wouldn’t call it a deal-breaker as it’s not a tedious task. I had the same experience with Qlik Sense, but Tableau was way better as it recognizes seven data types — string, number, date, date and time, boolean, geographic and cluster values.Tracking sales over periods required a greater level of detail, so I added new columns to the calendar data — start of month and start of week. Column statistics were immensely helpful in identifying unique, distinct and null values and correcting incomplete records. Clicking on the number of products selling at a particular price allowed me to see which toys sold at that price.Creating a relational data model by defining primary keys is a manual process and seems dated once you’ve used Qlik Sense. Adding calculated measures is where DAX shows its magic. For data workers well-versed with SQL, DAX is a ready-to-go tool they’ll be glad to have in their corner.Creating visualizations wasn’t as intuitive as Tableau as it involved drag-and-drop onto the canvas, and frankly, I felt like I was flying blind. I didn’t feel that way with Tableau, and it’s slicker.Power BI offers a paintbrush tool that lets you define the layout, the card arrangement and the maximum number of cards. You can define the canvas settings, background and headers and determine the filter pane settings. It took me longer to create a dashboard from scratch than it took in Tableau.Some users found the pricing structure too complex. While using Azure data in Power BI for basic queries is free, costs can add up when you go for text and sentiment analysis. With Microsoft Fabric, the pricing complexity is set to rise. Though Power BI is available separately too, you’ll need to rely on Fabric to manage users, licenses and other administrative tasks.About 31% of the users mentioning cost complained about onboarding difficulties, possibly because DAX introduces the complexity of learning syntax. It can daunt non-technical users initially, but guided formulas can make the task easier. That said, I agree with the majority of user reviews that training will speed up onboarding and help your team maximize the investment.Overall, Power BI has many powerful features and will give you value for your money. If you’re not a Microsoft user yet, it’s worth checking out for the baked-in vendor technologies like Azure and SSAS. If you are an MS user, Power BI might be a no-brainer, though be prepared to shell out a little extra for advanced functionality and additional modules.

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InsightSquared is a powerful sales analytics platform that helps users drive sales pipelines and access self-service data analytics through robust features and interactive data visualizations. According to many users who discussed data integration, the tool interacts seamlessly with other applications and data sources to enable predictive analytics that help forecast future trends. Most of the users who mentioned support said that they are responsive and knowledgeable. A majority of the users who reviewed the interface said that it’s user-friendly and easily navigable, though some users said that the versatility of the platform makes it complex to learn. Many users who discussed the platform’s visualization capabilities said that it provides a wide range of interactive and intuitive out-of-the-box dashboards. A majority of the users who discussed data analytics said that the platform excels in analyzing historical data to better forecast future trends, though some users said that the scope of predictive analytics should be wider to provide better insights. According to many users who mentioned functionality, the solution provides many ways to explore data-based insights through deep-dive and pivoting on key metrics, though some users said that the platform is not easily customizable. Many users who mentioned reporting said that the solution provides a plethora of out-of-the-box reports that can be customized and exported easily, though some users said that there is limited flexibility in report customization. On the flip side, a majority of the users who reviewed speed said that the platform is slow when moving between templates and can become CPU-intensive with large dashboards, though some users said that it can slice and dice data to present relevant information in seconds. Many users who mentioned pricing said that necessary customization modules add to the cost of the software, which makes adoption difficult for small businesses. Many users said that though training is needed to maximize the tool’s potential, lack of adequate documentation makes the learning curve steep. In summary, InsightSquared is a self-service revenue intelligence tool that provides a single source of truth for sales analytics and forecasting pipeline management. It boosts productivity across the organization, though its pricing can be cost-prohibitive for small businesses.

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Let's crunch some numbers and see what users have to say about Mathematica! Mathematica has garnered a reputation as a powerful computational tool, particularly in academic and research settings. Users frequently praise its symbolic computation capabilities, allowing them to manipulate and solve complex mathematical expressions and equations with ease. This strength sets Mathematica apart from competitors like MATLAB, which primarily focuses on numerical computation. Mathematica's notebook interface also receives positive feedback for its ability to combine code, visualizations, and text in a single document, facilitating reproducible research and clear communication of findings. However, Mathematica's steep learning curve and high price point are often cited as drawbacks. Users transitioning from other programming languages may find Mathematica's syntax and functional programming paradigm challenging to grasp initially. Additionally, the cost of a Mathematica license can be prohibitive for individual users or small businesses. Overall, Mathematica is best suited for researchers, scientists, and engineers who require a comprehensive tool for symbolic and numerical computation, data analysis, and visualization. Its extensive functionality and ability to handle complex mathematical problems make it an invaluable asset in these fields. However, individuals or organizations with limited budgets or those seeking a more user-friendly option may want to explore alternative software solutions. Keep in mind that software is constantly evolving, so it's always a good idea to check for the latest updates and user reviews to make an informed decision.

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