Databox vs Improvado

Databox brings performance metrics and business context together for teams and agents to analyze, report on and act on results. Its AI Analyst answers plain-language questions using metrics, goals and historical business data. Teams can use shareable dashboards and scheduled reports, and share performance with people who do not have a login. Databox connects to more than 130 tools, as well as databases, spreadsheets and APIs; examples include Google Analytics 4, HubSpot, Google Sheets and Facebook Ads. The company says its integrations include more than 4,000 curated metrics. Agents and routines can automate recurring analysis and workflows under user oversight. The cloud service runs on the web and offers an API, hourly refreshes, embedded analytics and natural-language queries. Free includes one user, three data sources, one dashboard and report, and 50 AI credits per month; its maximum sync frequency is daily. Analyst, Team Core and Team Scale list hourly maximum sync frequency. Free is available, with a 14-day trial and paid plans from $71 a month billed annually. Databox describes its audience as growing businesses, agencies and AI implementers. Its security practices include encryption at rest and in transit, access controls, and a statement that data is not used to train AI models.

Improvado is an AI-powered marketing intelligence and analytics platform for large enterprises and agencies. It automates the movement and management of marketing data, from extraction and loading through transformation, governance, reporting, and insights. Its integrations catalog lists more than 1,381 sources across 15 categories, and data can be loaded to customer-owned or managed warehouses or connected to BI tools. Users can authenticate pre-built connectors, or request custom ones; the platform handles pagination, rate limits, token refresh, and batching for multi-account extraction. Its AI Agent can answer questions, provide dashboards and recommendations, automate reporting, detect anomalies, and forecast outcomes. An MCP and OpenAPI interface can connect AI agents, including Claude and Codex, to marketing data. Improvado says it holds a SOC 2 Type II report; its Trust Center lists CCPA, GDPR, HIPAA, and SOC 2 Type 2 compliance areas. The Free Limited plan includes 50 MCP actions per week and one workspace. MCP Only costs $100 a month and includes 2M rows per year, daily sync, 300 MCP actions per week, and one workspace.