No.
6
IPO

Klaviyo

Klaviyo offers an sms and email marketing software platform that automates campaigns for ecommerce. Open source API, design templates, CRM etc. Try free.

No.
11
IPO

Fivetran

Stream data into your warehouse for advanced analytics. Fivetran was built to enable analysts to access their business data. Sign up today for a free trial.

No.
18
IPO

ThoughtSpot

ThoughtSpot, Inc. is a technology company that produces business intelligence analytics search software.

No.
30
IPO

Pendo

Pendo provides software product managers and teams with a powerful integrated platform to better understand and improve the product experience. Without requiring any engineering resources, organizations can use Pendo to extend their product to capture ...

No.
38
IPO

Grafana Labs

Grafana Labs is an open source software platform built to support monitoring, visualization, and metric analytics.

No.
39
IPO

Sisense

Sisense is a business intelligence, AI-driven, software company headquartered in New York City, with offices in San Francisco, Scottsdale, Tel Aviv, London, Melbourne, Tokyo, and Kyiv.

No.
53
IPO

FullStory

FullStory’s intuitive digital experience analytics provide you with key qualitative and quantitative insights so you can drive high-impact digital improvements.

No.
65
IPO

MoEngage

MoEngage is a customer engagement platform, headquartered in San Francisco, California, United States with offices in Bengaluru, Jakarta, London, and Berlin, founded in 2014.

No.
68
IPO

Preset

Open-Source Apache Superset™ as a service. Make every team a data team.

No.
69
IPO

Epsagon

Microservices-native APM platform, gain an intuitive view of container and serverless environments, from the overall architecture to individual transactions. Start a 14-day free trial.

No.
79
IPO

Moesif

Powerful API analytics to help you understand customer API usage and build great experiences

No.
87
IPO

Mixpanel

Get valuable customer insights to make smarter decisions and act faster based on how customers use your product or website with Mixpanel. Try it free.

No.
96
IPO

Coralogix

Stateful streaming analytics with machine learning enables teams to monitor and visualize observability data in real-time before indexing.

No.
106
IPO

StreamSets

Deliver continuous data to every part of your business with smart data pipelines. Discover the StreamSets DataOps Platform.

No.
108
IPO

dbt Labs

dbt is a data transformation tool that enables data analysts and engineers to transform, test and document data in the cloud data warehouse.

No.
114
IPO

GoodData

The company markets business intelligence and big data analytics software for cloud computing.

No.
119
IPO

Sprig

Gather the user insights you need to build products your customers love with video interviews, concept tests, and microsurveys.

No.
129
IPO

Vidyard

Vidyard is an online video platform for business which allows you to increase leads, accelerate your pipeline and delight your customers. Learn more!

No.
131
IPO

Polly

Polly meets your team right where they work and gets answers to your most important questions, instantly.

No.
138
IPO

DataCamp

DataCamp is the leading provider of online data skill training for all levels—including Python, R, Excel, SQL, Tableau, Oracle, Power BI, data engineering, and more. Best of all, there's no installation or download required—all learning and interactive exercises run in your browser. We work with leading experts in technology, data science, and business to create interactive learning experiences to support every role, from non-coding essentials for business to data science and machine learning.

No.
139
IPO

Logz.io

Logz.io is an Israel-based company which provides log management and log analysis services.

No.
140
IPO

Census

Send data from your data warehouse to your sales, marketing, finance, support, and operational tools. No engineering favors required.

No.
141
IPO

AppFollow

AppFollow ➡️ #1 App Review Management & ASO Tool. Analyze feedback, manage ratings & respond to reviews, grow organic downloads for App Store, Google Play, Amazon.

No.
152
IPO

Materialize

Materialize is the only true SQL streaming database for building internal tools, interactive dashboards, and customer-facing experiences. It provides the simplicity of SQL queries, but with millisecond-level latency for real-time data.

No.
153
IPO

Metabase

The fastest, easiest way to share data and analytics inside your company. An open source Business Intelligence server you can install in 5 minutes that connects to MySQL, PostgreSQL, MongoDB and more! Anyone can use it to build charts, dashboards and n...

No.
154
IPO

Prezi

Create interactive visuals that appear right next to you on screen as you present, for virtual presentations that engage, inspire, and educate.

No.
156
IPO

Base

Base is the first software built specifically for EAs. As one of the most strategic levers in a company, it’s time you had tools built for the way you work.

No.
158
IPO

Appcues

User onboarding is just the beginning. Appcues empowers product-led teams to measure and improve product adoption—without a developer. Create a free account to get started.

No.
162
IPO

Data.world

data.world's cloud-native data catalog makes it easy for everyone—not just the "data people"—to get clear, accurate, fast answers to any business question.

No.
174
IPO

Attest

Attest is the new standard for consumer research, giving you the confidence for every decision with the right insight, at the right time. Our platform makes consumer insight accessible, easy and impactful for all.

No.
193
IPO

Bonusly

The easiest way to recognize and reward employees. Increase employee engagement and retention with Bonusly.

No.
200
IPO

Avo

Collaborate on your tracking plan and use generated tracking snippets to instrument your code consistently across all your platforms.

No.
207
IPO

Skupos

Skupos is the market leader in data analytics for the convenience retail industry. Our data powers business decisions for c-stores, distributors, and brands.

No.
220
IPO

Perforce Software

Perforce, legally Perforce Software, Inc., The company is based in Minneapolis, Minnesota, and is equally owned by private equity firms Clearlake Capital and Francisco Partners.

No.
223
IPO

Factors.AI

Factors.AI is an end-to-end marketing analytics platform that integrates across data silos to deliver focussed AI-fueled actionable insights. Try now!

No.
234
IPO

Granular

Granular Inc. is a San Francisco-based agricultural software development company focused on helping farmers be more profitable and efficient.

No.
239
IPO

RapidMiner

RapidMiner is a leading data science platform that unites data prep, machine learning & predictive model deployment.

No.
240
IPO

Onshape

Onshape is the only product design platform that combines 3D CAD, PDM, collaboration, and analytics tools in the cloud.

No.
251
IPO

Anvyl

Anvyl's production management software allows you to centralize data, automate processes, and facilitate collaboration across your supply chain. Get a demo today.

No.
256
IPO

Rollbar

Rollbar provides real-time error tracking & debugging tools for developers. JavaScript, PHP, Ruby, Python, Node.js, Android, iOS, Apex & more languages supported.

No.
262
IPO

Tetra Insights

Automate research operations, streamline analysis, and integrate insights into your existing tools and workflows with Tetra Insights.

No.
266
IPO

Jirav

Jirav's All-in-one business planning, FP&A, and forecasting software with departmental budgeting. Built for growth companies and accounting firms.

No.
275
IPO

Embrace.io

Embrace collects comprehensive session-level data, providing observability and actionability to mobile teams. Proactively identify, prioritize, and solve the issues that matter.

No.
276
IPO

Rivery.io

Rivery is a SaaS DataOps platform for all your organizational data. Automate, manage, and transform your data. Learn more today!

No.
278
IPO

Dataloop AI

Drive your AI to production with end-to-end data management, automation pipelines and quality-first data labeling platform. Learn how.

No.
284
IPO

DataDome

Empower your organization with some of the most advanced business assessments available, and focused executive training sessions.

No.
288
IPO

Scalyr

We built the observability platform we've always wished for. Scalyr is blazing-fast logs, traces and metrics for application monitoring and troubleshooting.

No.
301
IPO

OverOps

OverOps is a software analytics company based in San Francisco, CA and Tel Aviv, Israel.

No.
310
IPO

Verta

Verta platform helps data science teams track, deploy, operate and monitor AI/ML models with production-grade MLOps tools.

No.
316
IPO

Pinpoint

Pinpoint empowers product teams to more effectively communicate important product information to your users and facilitate a fast feedback loop.

No.
317
IPO

MarketMuse

AI-powered content research, intelligence, and writing. Increase your publication tempo, build content-driven customer journeys, and get discovered by the

No.
327
IPO

Sustain.Life

Sustainability software platform that gives organizations the tools and guidance to reduce carbon emissions and improve environmental sustainability.

No.
343
IPO

ProfitWell

ProfitWell subscription software helps you achieve faster recurring revenue growth. Pricing and retention solutions designed for subscription and SaaS products.

No.
366
IPO

Swydo

Adwords, PPC and Analytics reporting, monitoring and workflow tool for online marketers to save time and show their impact. Start your free trial today!

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What makes it PLG?

A company must offer transparent pricing
At least one of their pricing stages gave a price, even if the enterprise edition might say something like, contact sales.

A company must offer a freemium or trial product on their website
A user needs to be able to sign up and start using the product immediately without speaking to anyone first.

How are the companies ranked?

We combined the valuation of private companies with a number of excellent grading systems including CrunchBase Insights, PitchBook and The Cloud 100.