27 Products
117 Avg Interest
5X Top Launch
0.25 Avg Engagement

The Data category tracked 27 launches in 2022. Enough volume to identify real patterns. We ranked every product by community engagement to separate signal from noise.

2025 2024 2023 2022

Q1 2022

How anything in the world is related to everything else
297

System is a free, open, and living public resource that aims to explain how anything in the world is related to everything else. Here is an overview: https://about.system.com/about/overview

Artificial Intelligence Search Data
Mar 2022 75 discussions 0.25 engagement
One-click connection between multiple IPs
71

Oxylabs Chrome extension is a free Proxy Manager for Google Chrome that has all of the essential proxy session features in your browser. Add and switch between multiple IPs on the go with a simple one-click connection.

Browser Extensions Chrome Extensions Data & Analytics
Feb 2022 9 discussions 0.13 engagement
Data integration for production data stores
73

Conduit is a data integration tool for software engineers. It's an extensible, event-first streaming data tool. It's written in Go, ships with minimal dependencies, and deploys as a binary.

Open Source Developer Tools Data
Feb 2022 8 discussions 0.11 engagement
Serverless data platform for Redis and Kafka
223

Upstash provides Serverless Redis and Kafka as a service. With per request pricing, you pay only for what you use. You can use any Redis/Kafka clients. The built-in REST API enables use cases with serverless and edge functions.

Developer Tools Data Database
Mar 2022 19 discussions 0.09 engagement
Turnkey containers launched from inside Postgres
78

Postgres Container Apps on Crunchy Bridge allow you to seamlessly launch a container from inside Postgres with a single command. Examples include: * Turnkey APIs * Sidecar monitoring agents * Database admin tooling

Developer Tools Data Database
Mar 2022 5 discussions 0.06 engagement

Q2 2022

Data analysis subscription for eCom, Startups and SMBs
84

We help eCom brands, Startups and SMBs grow through data analysis. Make the right, data-driven decisions supported by our expert analysis. Simple subscription to help grow your business.

Analytics Data & Analytics Data
May 2022 13 discussions 0.15 engagement
The simplest API for web scraping without getting blocked.
111

Scraping Fish is the simplest API for web scraping without getting blocked powered by 4G proxies that let you scrape even the most demanding websites.

API SaaS Data
Jun 2022 17 discussions 0.15 engagement
What do data brokers know about you?
78

The Caden Terminal is a portal into the underworld of personal data brokering. The Terminal is intended to incite conversation on the present state of personal data privacy online.

Advertising Privacy Data
May 2022 10 discussions 0.13 engagement
Add delightful data import to your app in minutes
106

Add CSV and Excel import to your web app in minutes. 🤝 A delightful data import experience for your users 🧑‍💻 Easily integrate with a few lines of JS and a webhook or callback 💪 Handle large import files with ease 💯 Supports CSV and all Excel formats

SaaS Developer Tools Data
Jun 2022 6 discussions 0.06 engagement
Latest trends on database tech, tools, and industry data.
126

The inaugural 2022 State of Database Survey by Basedash asked developers at hundreds of companies, ranging from startups to enterprises, to give their opinion on database tech. Use it to find trends, uncover tools, and see where the industry is headed.

Marketing Developer Tools Tech
Jun 2022 5 discussions 0.04 engagement

Q3 2022

Automate data-driven content creation (QBR, metrics review)
161

Matik Team helps automate the creation of data-driven presentations that need to be personalized regularly or updated frequently. Just provide Matik with a few inputs (ex. who the deck is for, the date range), and Matik will query the data & create the deck.

Productivity Customer Success Sales
Sep 2022 54 discussions 0.34 engagement
Build data pipelines, the easy way
129

Orchest lets you code, run and monitor data pipelines all from your browser. It's an Airflow alternative that's easier to use. Instead of wasting time configuring cloud infrastructure, simply hit the schedule button in Orchest and get to production 10X faster.

Developer Tools Data & Analytics Data
Sep 2022 38 discussions 0.29 engagement
Get the most out of your data in the cloud
166

DoubleCloud is a platform that helps you build sub-second analytical applications on proven open-source technologies like ClickHouse® and Kafka®. It is a tool for working with your data, offering greater cost-efficiency without needing to change your provider.

Developer Tools Tech Data & Analytics
Jul 2022 47 discussions 0.28 engagement
Your data control center
69

re_cloud allows users to host and access data reports produced by various tools (re_data OS library, dbt docs, Great Expectations, pandas-profiling, Jupyter Notebooks, and custom reports created by the user in HTML format) in a single pane of glass.

Developer Tools Data & Analytics Data
Sep 2022 5 discussions 0.07 engagement

Q4 2022

Build your own data platform without building anything
150

The 5X platform lets you automatically integrate the different data technology vendors to create a data platform specific to your business, without building any integrations yourself. Build your data platform in 4 minutes, not 4 months.

Analytics Tech Data
Dec 2022 178 discussions 1.19 engagement
Be the first to learn and act on data quality issues.
80

decube is a data observability platform that helps data teams better understand the health of data in their system and prevent data quality incidents. Make your data more reliable today.

Developer Tools Data Database
Nov 2022 59 discussions 0.74 engagement
Helping entrepreneurs sell their company
210

We tell stories of companies that have sold, with an eye toward helping other entrepreneurs. Our focus is online companies that have sold for 6, 7 and low-8 figures, deals that are too small for coverage in most tech pubs but can be life-changing for founders.

Business Data Business Intelligence
Nov 2022 129 discussions 0.61 engagement
From searches to a search, a single place for all your apps
88

WIDTH is the search engine that you and your team will love. Find what you need from any apps your company uses. Try WIDTH for Free 🚀.

Web App User Experience Data
Dec 2022 38 discussions 0.43 engagement
Open-source data privacy automation
197

Monoid is an open-source solution for automating data privacy. Use Monoid's connectors (or build your own) to automate DSARs (data subject access requests) across your internal and external data silos, and to get ready for CPRA, GDPR, and more.

Privacy Data
Dec 2022 79 discussions 0.40 engagement
Analyze any company with online reviews
123

Shake is the fastest, easiest way to measure customer experience for any company using online reviews, whether it's a company with 1 to 50k+ locations, software businesses, e-commerce players and more.

Analytics Data Business Intelligence
Dec 2022 47 discussions 0.38 engagement
Stay ahead of trends by tracking crypto & NFT influencers
90

📈 Discover early momentum signals 🎯 Track influencers' NFT & crypto picks daily 📬 Discover upcoming crypto & NFT projects 🔎 Keep tabs on crypto & NFT experts 💰 Follow leading investor profiles 📱🖥 Designed to use both on desktop and mobile

Data & Analytics Data Data Science
Oct 2022 24 discussions 0.27 engagement
Convert between data formats with a single tool
76

Konbert is a fast, secure and easy to use conversion tool that works both with small and huge datasets. It supports reading and writing the most common formats: CSV, JSON, Avro, Excel, SQL, XML and HTML.

Productivity Developer Tools Data
Nov 2022 8 discussions 0.11 engagement
Genealogy management system
81

Power your genealogy research with Notion. Track your family history and threaded connections between people, places, stories, and events. View when people lived and died on a timeline. Watch family migrations across various regions.

Data Family Notion
Oct 2022 8 discussions 0.10 engagement
Simple URL to PDF / PNG conversion API with many features
75

BirdPDF allows you to convert any URL into high quality PDF or PNG. Protect PDF by password, block ads on websites. Or simply put HTML markup and render it. Predictable prices and stable servers.

API Developer Tools Data
Nov 2022 7 discussions 0.09 engagement
Next-gen massive data integration framework
78

Apache SeaTunnel is a next-generation high-performance, distributed, and massive data integration framework to make the use of Spark simpler and more efficient.

Tech Data
Dec 2022 6 discussions 0.08 engagement
Can you transfer personal data to your vendor?
74

When it comes to sharing Personal Data, do you know your responsibilities as a SaaS owner? If your 3rd party vendors are not in an adequate country you might face legal challenges. The easiest first step to compliance: pick a vendor from an adequate country.

Analytics Privacy Data
Oct 2022 5 discussions 0.07 engagement
The low-cost data stack - Set up your warehouse in minutes
77

Artemis is an all-in-one data platform. We make it easy to connect data, deploy your warehouse, transform datasets, and create visualizations at 5x less the price of our competitors. Now, any organization with a data warehouse can connect their data and start.

SaaS Developer Tools Data
Nov 2022 5 discussions 0.06 engagement

Data in 2022: The Data

The category grew by 1250% compared to 2021, moving from 2 launches to 27. Average interest score across all 2022 launches: 117. Average engagement ratio: 0.25.

Frequently Asked Questions

Highest community engagement at launch, measured by interest score and engagement ratio. These are traction rankings, not editorial picks.

Launch timing matters. Q1 products face different competition than Q4 products. Seasonal patterns affect both launch volume and community attention. Quarterly grouping makes comparisons fairer.

No. Some of the best-loved tools in our index have modest interest scores but sky-high engagement ratios. That pattern means a smaller audience cared deeply. I'd take that over 5,000 interest and crickets in the discussion threads.

Over 30. AI, Developer Tools, Productivity, Marketing, SaaS, Design, and everything in between. Most products appear in 2-3 categories. Some show up in 5+.

Products are ranked within their launch year. A 2022 product competes against 2022 launches, not 2025 launches. Use the year navigation to compare how standards evolved.

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