Lightdash

Self-serve BI that transforms dbt models into interactive dashboards.

PlatformWebfreemiumglobal

A self-hostable BI platform that converts dbt models into interactive dashboards for analytics engineers and data teams who want self-serve reporting. It reduces reliance on per-seat licensing and separate metric definitions by using dbt as the source of truth and running dashboards on the team’s own infrastructure; not intended for teams that do not use dbt.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Lightdash - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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