The alternatives to Atlas.co span a wide range. Some are venture-backed platforms with big teams. Others are solo-developer projects that earned outsized engagement. The community doesn't care about headcount. It cares about whether the product works.
Airbook eliminates the complexity of pulling data from multiple sources and juggling fragmented tools for cross-functional teams to build insights across 150+ sources with or without code.
Data & Analytics
Data Visualization
Jul 2024
128 discussions
Build funnels and analyse user behaviour interactively from your product's UI. Validate user experiences instantly and prioritise design decisions that drive business growth.
User Experience
Analytics
Data Visualization
Oct 2024
112 discussions
Scrape real data from websites in real-time into Univers (our spreadsheet engine with 27.5k stars on GitHub!). Ask questions, visualize with interactive tables & charts, and then slice, dice, and export — all in one place.
Spreadsheets
Artificial Intelligence
Data Visualization
Sep 2025
268 discussions
360° Notion analytics for company wikis, community knowledge bases, and shared documents. Monitor key metrics + collect direct feedback through interactive widgets. Find out what's helpful, and what isn't, without the guesswork.
Productivity
Analytics
SaaS
Sep 2023
195 discussions
Instantly turn spreadsheets into dashboards powered by live data and auto-distribute up-to-date reports to Slack, email, and Slides - all in a few clicks. Drag and drop to add cells, tables, and charts. Add context with text and AI-generated summaries.
Artificial Intelligence
Data & Analytics
Business Intelligence
Oct 2023
161 discussions
June is the free and simple way to launch your product, understand your users and reduce churn. It comes with: 🏢 Company profiles 🪣 Advanced audiences 📈 Graphs with customers 🔌 CRM sync 🤖 Automation 👉 Get started for free on www.june.so
Analytics
SaaS
Data & Analytics
Jun 2024
121 discussions
Retable is a customizable online spreadsheet tool that helps you easily create smart business apps with your data. Breathe a new life into your data management with automation, smart data views, +30 column types, team management, and several templates.
Productivity
Task Management
Spreadsheets
Apr 2024
170 discussions
Meet Naoma - AI-powered sales conversation analytics that reveal what makes top reps succeed and help scale it. Naoma connects to your CRM, analyzes sales conversations, highlights key moments, and provides actionable recommendations for each sales rep.
Sales
Artificial Intelligence
Data & Analytics
Mar 2025
199 discussions
Graphy enables anyone to become a skilled data storyteller, by radically simplifying the way data is presented and communicated.
Productivity
Analytics
Data Visualization
Aug 2024
170 discussions
Ask questions in plain English. Get accurate, actionable answers from all your business data, no SQL, no waiting. Supaboard connects to 600+ data sources and gives your team the power to analyze, decide, and act instantly. Our built-in agents apply your business logic, so the answers you get are not just smart, but right. Fully governed. No data leaks. No technical skills required. Business intelligence, finally for everyone.
Analytics
Data & Analytics
Data Visualization
Feb 2026
126 discussions
Map-based analytics in seconds: With our GeoAI, you combine public geo data via natural language with your own data to make reliable, fast & fun location-based decisions. And all without any coding/data skills!
SaaS
Maps
Data & Analytics
Oct 2024
102 discussions
From legal agreements to financial reports, PDF.ai gives your documents some AI superpowers. You can ask questions, get summaries, find information, and more.
Productivity
Artificial Intelligence
Data & Analytics
May 2023
192 discussions
LangWatch provides an easy, open-source platform to improve and iterate on your current LLM pipelines, as well as mitigating risks such as jailbreaking, sensitive data leaks and hallucinations.
Developer Tools
Artificial Intelligence
Data & Analytics
Apr 2024
132 discussions
Basedash is the AI-native Business Intelligence platform. Create dashboards and instantly understand your customers using natural language. Connect 500+ data sources, ask a question, and let Basedash visualize the answer.
Artificial Intelligence
Data & Analytics
Data Visualization
Jan 2025
186 discussions
Pandada empowers both non-technical operators and data scientists to achieve data wealth. Move beyond "chatting" with data—Pandada turn messy csvs, pdfs, excels files, and even photos into downloadable and shareable McKinsey-level reports and presentations — so you can make better decisions grounded in data.
Analytics
Data & Analytics
Data Visualization
Jan 2026
225 discussions
A Note on Launch Timing
A product that pulled 500 interest in 2022 faced a different competitive landscape than one pulling 500 in 2026. The bar rises every year as more products enter every category. Compare products within their year cohort, not across years.
Engagement ratios are more stable across time periods. A 0.40 engagement ratio meant the same thing in 2022 as it does now: people cared enough to discuss it at length.