Compare Business Software for Singular: April 2026 Reviews & Comparison

Google Cloud BigQuery

Google

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process.

2,008 Ratings

Starting Price: Free ($300 in free credits)

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TrafficGuard

With TrafficGuard, you'll never have to worry about polluted traffic ruining your campaign efforts again. Our cutting-edge ML/AI-driven technology filters out dumb and sophisticated, fraudulent traffic in real-time, ensuring that your ad spend is directed towards real, high-quality clicks and conversions. This means improved campaign results and a higher return on your ad spend (ROAS). The powerful solution ensures that every penny of your advertising spend is safeguarded so you can focus on achieving your marketing goals with peace of mind. Let TrafficGuard take the worry out of ad fraud protection and help you guard your: - Google Search (PPC) campaigns - Mobile UA campaigns - Affiliate spend - Social Networks But we don't just stop at technology - our expert campaign management and world-class customer service ensure you have a partner you can rely on for all your ad fraud protection needs.

89 Ratings

Starting Price: Free for up to $2.5k ad spend

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Chartboost

Through the Chartboost platform, Chartboost empowers app developers to earn advertising revenue while connecting advertisers to highly engaged audiences. The Chartboost SDK is the highest integrated independent mobile ad SDK. The company has been ranked as a top media source by Kochava, Appsflyer, and Singular. Chartboost unified advertising platform offers mobile app marketers premium inventory, global scale, audience-based targeting, and an expert team to run successful advertising campaigns. Whether you want to monetize your mobile app or grow your mobile user base, discover what Chartboost platform can do for you. Our technology stack for mobile app developers automatically optimizes your inventory with ads from premium performance and brand buyers. Get the best possible earnings for your impressions.

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Dropbox

Dropbox Business is more than just secure file storage—it’s a smart workspace where teams, tools, and content come together. Create, store, and share cloud content from Google Docs, Sheets, and Slides, Microsoft Office files, and Dropbox Paper alongside traditional files in Dropbox. Dropbox Spaces brings your files and cloud content together, so that your PowerPoints can live next to your Google Docs, Trello boards, and whatever tools your team wants to use. Easily access your team’s work from your computer, mobile device, or any web browser. Keep your team’s files and the conversations about them in the same place by connecting tools like Slack and Zoom. Intelligently suggested files and folders keep your team one step ahead by giving everyone the content they need, when they need it. A secure, distributed infrastructure—plus admin tools for control and visibility—keep your company’s data safe on Dropbox.

225 Ratings

Starting Price: $12.50 per month per user

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Google Drive

Google

Store, share, and access your files from any device. Your first 15 GB of storage are free. With Drive Enterprise, businesses only pay for the storage employees use. It comes with Google Docs, Sheets, and Slides — and works seamlessly with Microsoft Office. Keep photos, stories, designs, drawings, recordings, videos, and more. Your first 15 GB of storage are free with a Google Account. Your files in Drive can be reached from any smartphone, tablet, or computer. So wherever you go, your files follow. You can quickly invite others to view, download, and collaborate on all the files you want–no email attachment needed. Get started with Drive for free.

24 Ratings

Starting Price: Free

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Snapchat

Snap

Snapchat - The fastest way to share a moment! Snapchat lets you easily talk with friends, view Live Stories from around the world, and explore news in Discover. Life's more fun when you live in the moment! We believe that reinventing the camera represents our greatest opportunity to improve the way people live and communicate. We contribute to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.

18 Ratings

Starting Price: Free

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Unity

Unity Technologies

The leading platform for creating interactive, real-time content. Build 2D, 3D and VR games and apps at speed. From artist tools to live-ops, everything you need to bring your vision to life today. The complete solutions for professionals to create and operate. Create and operate amazing applications and immersive experiences with a complete solution for professionals across industries. Change up your splash screen. Or completely remove it. Gain greater insight into what’s happening in your game with real-time data on crashes, exceptions and user feedback. Minimize downtime with access to expert technical support when you encounter issues. Available as a separate purchase through a Unity sales representative. Unity Gaming Services: backend and LiveOps services trusted by world-class studios to support multiplayer and live games at any scale, with any engine or tech stack.

14 Ratings

Starting Price: $35.00/month

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Glassdoor

Built on the foundation of increasing workplace transparency, Glassdoor offers millions of the latest job listings, combined with a growing database of company reviews, CEO approval ratings, salary reports, interview reviews and questions, benefits reviews, office photos and more. Unlike other job sites, all of this information is shared by those who know a company best — the employees. In turn, job seekers on Glassdoor are well-researched and more informed about the jobs and companies they apply to and consider joining. This is why thousands of employers across all industries and sizes turn to Glassdoor to help them recruit and hire quality candidates at scale who stay longer. Glassdoor is available anywhere via its mobile apps.

10 Ratings

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AdMaven

We offer advertisers high quality direct traffic to maximize their ROI and reach, while providing publishers highly performing ads to better monetize their web pages. Total flexibility, we support all ads formats, for every user, on any device, globally. We provide high quality Direct Traffic for any country you wish to address. Our platform is built for campaign optimization to get the desired ROI for Advertisers and high revenues for Publishers. You can count on our dedicated support team to provide you solutions around the clock to ensure you will reach your performance and revenue goals. We provide Publishers with an amazing ECPM and high revenue while maintaining great user experience. We achieve it by utilizing our proprietary optimization tools together with our vast number of direct advertisers. From native push notifications to full-screen ads, our ad placements are easy to implement. 5 minutes and you are set up to go live and start monetizing your valuable traffic.

10 Ratings

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Facebook

Facebook Ads

TikTok

TikTok is a short-form video platform that allows users to create, discover, and share engaging content from anywhere in the world. The app is built around an intelligent recommendation algorithm that surfaces videos based on user interests and viewing behavior. TikTok offers powerful creation tools, including filters, effects, music, and editing features that make content production accessible to everyone. Creators can publish videos ranging from quick clips to longer storytelling formats. The platform supports trends, challenges, and hashtags that help content spread rapidly and reach new audiences. TikTok has become a major hub for entertainment, education, and cultural discovery. Its global community makes it one of the most influential social media platforms today.

6 Ratings

Starting Price: Free

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Offer18

Offer18 is an “Award Winning” Performance Marketing Solution for Affiliate Networks, Advertisers, and Agencies with professional tracking capabilities. Offer18 helps digital professionals to create their own affiliate network, optimize their campaign performance, utilize every bit of their traffic sources to generate better ROI using in-built advanced tools of technology. Offer18 is specially built for performance marketers to track, analyze, optimize as well as automate their campaign performance. It is the most flexible SaaS platform with a market presence for a long time in Performance Marketing. It comes with many advanced features like Anti-Fraud, Campaign Automation, Link Checker is helping in the transformation of the Performance Marketing Industry. The leading brands are showing their trust and continuously migrating from their existing technology providers to Offer18.

5 Ratings

Starting Price: $49 per user per month

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Kochava

Kochava is a real-time data solutions company offering a comprehensive growth stack of solutions for data-driven advertisers. We empower advertisers to measure what matters with tools that deliver better insights and actionable data in one operational platform. Advertisers can map their growth journey with Kochava, leveraging mobile measurement partner (MMP) services, a next-generation marketing mix modeling (MMM) SaaS platform, and a premium platform for search ads automation and app store optimization (ASO). Kochava's MMM SaaS and search ads automation/ASO platforms work with advertisers using Kochava or any other MMP. With a culture of customer-driven innovation, dedication to data security, and the most powerful tools in the ecosystem, Kochava is trusted by top brands to harness their data for growth. Headquartered in Sandpoint, ID, the company has offices globally.

4 Ratings

Starting Price: FREE

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X (Twitter)

X

X (formerly known as Twitter) is one of the world's largest social networks. Follow your interests. Hear what people are talking about. Join the conversation. See what’s happening in the world right now. We believe real change starts with conversation. Here, your voice matters. Come as you are and together we’ll do what’s right (not what’s easy) to serve the public conversation.

8 Ratings

Starting Price: Free

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Reddit

Reddit is home to thousands of communities, endless conversation, and authentic human connection. Whether you're into breaking news, sports, TV fan theories, or a never-ending stream of the internet's cutest animals, there's a community on Reddit for you. Every day, millions of people around the world post, vote, and comment in communities organized around their interests. The community can share content by posting stories, links, images, and videos. The community comments on posts. Comments provide discussion and often humor. Comments & posts can be upvoted or downvoted. The most interesting content rises to the top. Reddit is a growing family of millions of diverse people sharing the things they care about most.

8 Ratings

Starting Price: Free

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Truecaller

The world's best Caller ID & Spam Blocking app. Very often, we hear of incidents where Truecaller made a significant impact in someone’s life. These range from fighting crime with law enforcement agencies, to preventing financial fraud and even saving lives. Such incidents are truly humbling and make us proud of what we’ve built. Here are some of those incidents that have given us the passion to carry on. Always call the right people! Dial your friends, family and identify the names of unknown numbers as you dial!

13 Ratings

Starting Price: $2.99 per month

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Amplitude

Build products that drive outcomes. Amplitude is the product intelligence platform that helps teams convert, engage, and retain customers. Teams building digital products use Amplitude to better understand user behavior, ship improved experiences, and retain more customers. Gain a deeper understanding of how customers experience your digital products. Empower teams to ship faster, measure impact, and visualize user journeys. Personalize product experiences to drive engagement, conversion, and loyalty. Product intelligence gives teams the data and insights they need to build great product experiences—and do it at scale. Use self-serve analytics to understand what happens, why, and how to improve your product. Align on decisions and integrate with your existing workflows and tech stack to make changes, fast.

1 Rating

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Skai

Introducing the engine for full-circle intelligence, deeper customer connections and insights-driven success, from concept to commerce. Make smarter, predictive decisions at every turn with all the data you need and faster time-to-insight. Our rich data solutions provide AI-contextualized actionable intelligence about consumer sentiment, market trends, competition and more. Customer interactions happen everywhere. Maximize every touchpoint with the the broadest reach and gain the power to engage across all critical retailers, DTC channels, search engines, social media and more. Get more return from your ad spend with flexible, robust and cross-channel performance media activation. Skai’s™ solutions are industry-leading, with seamless ecosystem integrations, for data-driven campaigns and results that exceed KPIs.

1 Rating

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MobileAction

Apple Search Ads Partner | Growth partner of apps and games with intelligence, automation and expertise Founded in 2013 in San Francisco, MobileAction is a pioneer in app analytics and the growth partner of apps and games for organic and paid user acquisition. It is the go-to platform for app marketers aiming for the top charts on the App Store and the Google Play Store, trusted by industry giants like Entain, IGG, Zalando, Playtika, and Adidas. MobileAction's solutions include Apple Search Ads campaign management, intelligence for ads, ad creatives, paid keywords and ASO, market insights, custom solutions and consultation. With data from 90M+ creatives, 6M+ keywords, 5M+ apps, 100K+ publishers, and 500K+ advertisers, MobileAction lets app marketers step into the future of app optimization.

Starting Price: $59

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Amazon Redshift

Amazon

More customers pick Amazon Redshift than any other cloud data warehouse. Redshift powers analytical workloads for Fortune 500 companies, startups, and everything in between. Companies like Lyft have grown with Redshift from startups to multi-billion dollar enterprises. No other data warehouse makes it as easy to gain new insights from all your data. With Redshift you can query petabytes of structured and semi-structured data across your data warehouse, operational database, and your data lake using standard SQL. Redshift lets you easily save the results of your queries back to your S3 data lake using open formats like Apache Parquet to further analyze from other analytics services like Amazon EMR, Amazon Athena, and Amazon SageMaker. Redshift is the world’s fastest cloud data warehouse and gets faster every year. For performance intensive workloads you can use the new RA3 instances to get up to 3x the performance of any cloud data warehouse.

Starting Price: $0.25 per hour

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Pecan

Pecan AI

Founded in 2018, Pecan is a cutting-edge predictive analytics platform that leverages its pioneering Predictive GenAI technology to eliminate obstacles to AI adoption. Pecan democratizes predictive modeling by enabling data and business teams to harness its power without the need for extensive expertise in data science or data engineering. Guided by Predictive GenAI, the Pecan platform empowers users to rapidly define and train predictive models tailored precisely to their unique business needs. Automated data preparation, model building, and deployment accelerate AI success. Pecan's proprietary fusion of predictive and generative AI quickly delivers meaningful business impact, making AI adoption more accessible, efficient, and impactful than ever before.

Starting Price: $950 per month

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Criteo

Criteo is the global platform connecting the commerce ecosystem for brands, agencies, retailers, and media owners. Its AI-powered advertising platform has unique access to more than $1 trillion in annual commerce sales—powering connections with shoppers, inspiring discovery, and enabling highly personalized experiences. With thousands of clients and partnerships spanning global retail to digital commerce, Criteo delivers the technology, tools, and insights businesses need to drive performance and growth. Our Commerce Media Platform includes: *Commerce Growth: A performance marketing platform for DTCs and ecommerce sites *Commerce Yield: A retail media monetization platform for global retailers *Commerce Max: A retail media DSP for brands and agencies *Commerce Grid: A commerce-focused SSP for media owners

Starting Price: $0.01

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SplitMetrics Optimize

SplitMetrics

SplitMetrics Optimize is an advanced A/B testing platform for cost-effective app & game launch and growth on the App Store & Google Play. The variety of tests driven by one technology stack of SplitMetrics Optimize platform enables app publishers to test different combinations of audiences and app product page variations and collect the final app user’s feedback via surveys. 1. Funnel test with one audience and a single concept. Goal: to learn all the essential metrics of your funnel (CPI, CVR). 2. A/B/N test with one audience and multiple concepts. Goal: to identify the best-performing app page variation. 3. Audience test with multiple audiences and a single concept. Goal: to define the audience with the highest response for a specific app concept. 4. Multivariate test with multiple audiences - multiple concepts. Goal: to find the best-performing audience and variation of your mobile app out of all the combinations. 5. Feedback test with focus group and multiple concepts.

Starting Price: $13,600/year

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Liftoff

Liftoff Commerce

Liftoff is a fully-featured eCommerce, CRM, ERP, and web-to-print platform that is designed for channel partners, resellers, marketing firms, development teams, and distributors. This platform provides a seamless, single solution for firms looking to manage multiple accounts and sites under a single dashboard. Liftoff is extremely easy to use and requires no upfront programming experience to get started.

Starting Price: $1000/month

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SplitMetrics Acquire

SplitMetrics

SplitMetrics Acquire provides mobile marketers with better control over the Apple Search Ads management process, helps improve the decision-making process on investment and grow ROAS. The platform delivers a variety of tools for time and cost-effective Apple Search Ads management and scaling: 1) Get a full-funnel view with MMP integration. Analyze and manage performance across all levels, including ad variations based on custom product pages, custom metrics, and even micro-conversions — in an all-in-one dashboard for proactive optimization. 2) Speed up the whole process and cut the routine of managing your Apple Search Ads account. With a set of 200+ automation rules, bulk management and 24/7 optimization, a UA manager can get a 4X productivity boost. 3) Navigate the competitive landscape and spot opportunities for growth with the best-in-class Apple Search Ads Insights, and get in-time alerting or bid changes with SoV in automation rules.

Starting Price: $800 per month

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SOOMLA

SOOMLA addresses the information gap for mobile app publishers who use in-app advertising. Our platform allows app marketers to measure user level ad LTV, attribute ad revenue to marketing activity and target ad whales via various marketing channels. Furthermore, monetization teams can use our platform to evolve a data-driven approach to optimizing their ad inventory. Finally, we provide raw data access that allows the entire organization to make better decisions.

Starting Price: $999 per month

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Pulse

Pulse is an improvement-focused EHS platform. Move from issue detection to action at lightning speed. Modern interface and great support to ensure quick adoption. Your team will love the ease of use and power. Designed to support large, security-sensitive enterprise organizations. Create powerful workflows and see a unified view of your business by connecting any of your tools. Built for great native app experience on the mobile devices. Upload your ready template, choose from the available options on our application or build your own from scratch. Use conditional logic while building templates. Schedule inspections on a daily/weekly/monthly/ad-hoc basis for your team in minutes and assign tasks to them. Your team can easily upload multiple photos and annotate them as well. Share your completed reports with your seniors or teammates for evaluation. Leave any of your additional insightful messages along with it.

Starting Price: $14 per user per month

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INCRMNTAL

INCRMNTAL is an always-on incrementality measurement platform that reveals the true impact of your ad spend - without cookies, device IDs, or planned experiments. Powered by causal AI and reinforcement learning, INCRMNTAL analyzes marketing performance across Mobile, Web, TV & CTV, Influencers, OOH & DOOH, Audio, and Podcasts to answer the question every marketer should be asking: "What would have happened if I hadn't spent that money?" The platform delivers actionable, privacy-first insights continuously - no control groups, no holdouts, no waiting. Just real incrementality data that helps Advertisers optimize budgets, cut waste, and prove the value of every dollar spent.

Starting Price: $3999

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Kofluence

Kofluence is an AI-driven Ad‑Tech influencer marketing platform and marketplace that empowers brands and creators, especially in India, to launch, manage, and scale influencer campaigns with speed, transparency, and efficiency. The platform connects brands with over 600,000+ registered creators and streamlines end-to-end workflows, from influencer discovery and deep persona profiling to negotiation, content review, and campaign execution, all within one SaaS interface, cutting campaign turnaround time from weeks to just one day. It replaces manual tools with automated, real-time analytics, fair pricing, risk and fraud detection, and a unified dashboard that enhances visibility into performance metrics like reach, engagement, and conversions. Widely used for product launches, small businesses, real estate, luxury brands, fintech, D2C, and gaming verticals, Kofluence has powered campaigns generating millions of views, skyrocketing app downloads, and high engagement rates.

Starting Price: Free

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Business Software for Singular

Top Software that integrates with Singular as of April 2026

Google Cloud BigQuery

TrafficGuard

Chartboost

Dropbox

Google Drive

Snapchat

Unity

Glassdoor

AdMaven

Facebook

Facebook Ads

TikTok

Offer18

Kochava

X (Twitter)

Reddit

Truecaller

Amplitude

Skai

MobileAction

Amazon Redshift

Pecan

Criteo

SplitMetrics Optimize

Liftoff

SplitMetrics Acquire

SOOMLA

Pulse

INCRMNTAL

Kofluence