Our take on Columns
Columns is a data storytelling platform that turns spreadsheets, databases, and APIs into presentation-quality visual stories using natural-language AI, suited for analysts and operators who need polished reports fast…
Good for
- Finance and ops teams producing routine stakeholder reports
- Marketing teams visualizing campaign or survey data for leadership
- Founders and SMBs avoiding full-scale BI licensing costs
Consider first
- Teams needing complex multi-source joins or advanced calculated fields
- Organizations requiring enterprise governance, permissions, or on-premise deployment
- Users relying heavily on geographic or mapping visualizations
Strengths
- Polished visual output suitable for executive and client presentations
- Low entry cost with a permanent free tier and $10 starter credit
- Workflow reduces tool switching between data prep, charting, and storytelling
- Responsive founder support documented in AppSumo reviews and community threads
Trade-offs
- Learning curve reported even by positive reviewers; onboarding relies on tutorials and founder responsiveness
- Not a replacement for complex BI workloads such as multi-table modeling or advanced governance
- Row-processing costs can be unpredictable at scale without the Platinum tier cap
- Limited independent review volume beyond AppSumo; Reddit and third-party discussions remain sparse
Details
Frequently asked questions
What does Columns do?
Columns automates business intelligence — connect data sources and get AI-generated dashboards, reports, and insights. Freemium. Best for analysts.
Is Columns free?
Yes, Columns offers a free tier.
What category is Columns?
Columns is an AI tool in the Research category.
Is Columns free?
Columns has a permanent free tier that charges $0.05 per 1,000 rows processed, with $10 starting credit. Paid tiers add monthly subscriptions and lower per-row rates.
How does Columns pricing work?
The platform is usage-based. Free users pay only per row; Premium ($20/month) lowers the per-row cost to $0.03/1,000; Platinum ($50/month) drops it to $0.01/1,000. Enterprise is custom.
What data sources does Columns support?
Officially documented sources include Google Sheets, Excel, Notion, Airtable, CSV/TSV, and SQL databases such as Snowflake, BigQuery, Postgres, and Databricks, plus REST APIs.
Is Columns a BI tool replacement?
No. Independent reviews and Columns' own positioning describe it as a storytelling tool for presentable reports, not a platform for complex, multi-source analytics or enterprise governance.
Does Columns have an API?
Yes. Columns exposes a developer API, and AppSumo lists API access as included in its deal plans.