How it works
The DCAI audit engine
DCAI performs consultant-grade audits of Discord communities using publicly observable data plus AI analysis. Every finding is classified, scored, and paired with an actionable recommendation.
1
Paste invite
Give us any Discord invite URL.
2
Fetch & analyze
We pull public data and analyze it layer by layer.
3
Report & roadmap
You get findings, evidence, and a prioritized plan.
Finding types
Verified
Confirmed directly through accessible Discord data. Example: verification level = 0, no vanity URL, no server banner.
AI Inference
Derived from multiple signals. Example: presence-to-member ratio suggests engagement issues. Confidence is scored honestly.
Best Practice
Professional recommendations grounded in community-management standards. Not necessarily broken — just improvable.
Audit modes
Public Audit
Available
Uses only public invite data. Fast, free, no login on the Discord side.
Owner Audit
Coming soon
Deeper analysis via Discord OAuth. See permissions, roles, channels you own.
Enterprise Audit
Coming soon
Read-only Audit Bot for the deepest analysis. Never asks for Administrator.