What it does
YouTube Analytics Narrator turns YouTube channel performance metrics (views, watch time, CTR, retention, subscriber change) into a readable narrative and data-driven recommendations. Every KPI, period-over-period delta, trend direction, and anomaly signal is computed deterministically in code; an LLM is used only to write the narrative prose and ground the recommendations, never to invent or alter a number. Live YouTube Data/Analytics API access is gated behind an approved OAuth token — until provisioned it runs connector-ready on deterministic mock fixtures. Guardrails: read-only scope, prompt-injection defang of free-text titles and descriptions, no fabrication, no growth guarantees, decision-support framing throughout. Built for YouTube channel owners and content strategists who want trustworthy performance reporting instead of manually reading raw analytics exports.
Example prompts
- Give me a full performance narrative for my channel this month
- What changed in my channel's metrics compared to last period?
- Show me deterministic trends and anomalies from this raw data
Before you connect
The credentials this agent will ask you for — the full setup is on the Setup tab.
Needs 3 optional credentials to connect. See setup
