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Evidence
Business intelligence as code so teams and their agents can build and ship analytics together.
New: Introducing Evidence CoreBI as codeGit-nativeAI Analytics AgentSlack/MCP support
Opportunity score
66/100
A strong product direction in a large market, but brutal competition and high technical complexity make it a difficult direct build.
Founder verdict
MAYBE
Evidence is a strong, well-positioned code-first BI product, but a direct clone is too broad and technically complex for most founders.
What is Evidence?
Evidence is a code-first business intelligence platform that lets teams define dashboards, reports, access control, and themes as code stored in Git. It positions itself for both human data teams and AI agents, with an analytics agent that uses existing dashboards as context, plus embedded/white-label analytics for SaaS products. The product combines Markdown, SQL, and visual components in a Git-native workflow, aiming to replace fragmented GUI BI with governed, version-controlled analytics. Traction and pricing are unknown from the provided page, but the product surface is broad and technically ambitious.
Get the full Evidence playbook
The complete reverse-engineering โ what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning โ with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy โ what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move