Columns vs PromptLoop

Columns is a fast and intuitive data visualization platform that helps teams turn raw data into clear, engaging stories. It supports a wide range of data sources including Google Sheets, Notion, Airtable, SQL databases, Excel, CSV files, and HTTP APIs, allowing users to connect once and reuse data easily. The platform uses AI to transform data into visual narratives, providing tools to build professional presentations with features similar to Canva, enhanced by AI-generated titles and summaries. Users can share their insights through links, embedded views, exports, or dynamic dashboards, with options for access control and domain whitelisting to protect sensitive information. Columns also automates data updates with scheduling features, ensuring visualizations stay current without manual effort. Its API capabilities allow replicating graph templates with new data and creating shareable URLs for quick collaboration. The platform targets business analysts, marketers, executives, consultants, bloggers, and business owners who need to communicate data insights effectively and make informed decisions. Columns emphasizes simplicity and efficiency, aiming to replace complex tools like Tableau with a more accessible AI-driven solution. It supports interactive AI chat for natural language queries, enabling users to explore data and generate visualizations without technical expertise. Overall, Columns combines data integration, AI-powered analysis, design, sharing, and automation into a single workflow to streamline data storytelling.

PromptLoop is an AI platform designed to accelerate go-to-market (GTM) and B2B sales research by automating data collection, enrichment, and analysis. It enables users to build high-quality datasets quickly by launching AI agents that search, scrape, and enrich data from web sources automatically. This eliminates manual research and speeds up the process of gathering accurate company and contact information.

The platform targets sales teams, marketers, and business researchers who need reliable and up-to-date B2B data without the complexity of traditional scraping or hiring agencies. PromptLoop supports deep web research, extracting emails, phone numbers, and other key details across thousands of websites in minutes.

PromptLoop integrates natively with popular tools like Salesforce, HubSpot, Google Sheets, and Excel, allowing users to push enriched data directly into their workflows. Its user-friendly interface requires no technical expertise, letting users create and run AI research tasks on datasets with simple drag-and-drop actions.

A key differentiator is its proprietary AI models that operate 10x faster than alternatives like chatGPT or Claude while maintaining high accuracy. Users can run tasks on entire datasets, automate repetitive research, and generate new datasets from searches. The platform also offers templates and built-in support for company, people, and geographic data enrichment.

Technically, PromptLoop measures usage by data volume processed and supports sharing datasets and tasks across teams for collaboration. It provides real-time progress tracking and detailed onboarding for enterprise customers. Overall, PromptLoop streamlines B2B data research, helping teams close more deals with cleaner, faster insights.