Start with the same category and recorded primary feature, then narrow by the features you need. These are discovery candidates, not a claim that every product replaces every feature.
Consider switching if these limitations affect you: AI features require AI credits and are not included in Free and Lite plans, which do not support plain English questions, AI reports, or forecasting. The AI-generated text only includes numbers that can be verified against chart data; it removes sentences with unverifiable figures.
Verified alternatives
Each one checked against Claribi: it does the same main job for a similar customer, so a buyer could choose it instead.
Toucan offers a platform for building custom analytics dashboards and data apps, either self-service or fully managed by their team. It features a semantic layer for consistent metrics, AI-powered natural language querying, and supports embedding dashboards with row-level security.