Count

What is Count?

Count is an AI-powered analytics and research platform for data teams, analysts, and business stakeholders who need to check AI outputs. It flags uncited claims, assumptions, and model inferences, and shows reasoning chains that explain how each fact was produced. It connects to data warehouses and business tools and produces live reports, dashboards, and shareable outputs.

Key features of Count

• Hallucination detection: flags uncited claims, assumptions, and model inferences.
• Reasoning chains: explain how each fact was produced.
• Real-time collaboration: comments, tags, and shared work.
• Live reports and dashboards: reports backed by a semantic layer and metric definitions.
• Agent skills and MCP: MCP connections and Python support.
• Shareable outputs: slide decks, reports, interactive apps, and PDFs.

How Count works

Teams connect data sources such as BigQuery, Snowflake, or PostgreSQL, define metrics in the semantic layer, and ask questions in natural language. Count returns answers with the sources, assumptions, and inferences behind them so analysts can verify before sharing. Results become live reports, dashboards, decks, or interactive apps that stakeholders can comment on.

Who uses Count?

Count is aimed at data teams, analysts, and the business stakeholders who consume their work. It fits organizations that want AI-assisted analysis but need traceable answers rather than unexplained summaries. The vendor displays a 4.8 out of 5 G2 rating from 102 reviews.

Count pricing

Count does not publish prices on its homepage, which offers Start Free and Book Demo options and states there are no usage caps. Contact the vendor for plan details.

Count integrations

Count names BigQuery, Snowflake, PostgreSQL, Databricks, Slack, Notion, HubSpot, Salesforce, Stripe, GitHub, Hex, and Claude, and it supports MCP clients such as ChatGPT, Cursor, and Gemini.

Count alternatives

Metabase is an open-source business intelligence tool built around dashboards and questions. Mode is an analytics platform combining SQL, Python, and reporting for analysts. Tableau is an established visual analytics suite with extensive charting. Microsoft Power BI is a broad BI platform that fits Microsoft-centered organizations.