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full-funnel-ai-analytics
Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. Natural language insights across Google/Meta Ads, CRM, and 5 data warehouses. Includes XGBoost lead scoring and a $0/mo architecture.
13stars
2forks
Python
agentsai-analyticsantigravitybigqueryclaudedata-warehousedatabricksdbt-coreduckdbgeminigenaillm
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
AI summary
Auto-generated overview of what this skill does and when to reach for it.
Open-source marketing analytics stack that answers revenue questions from ads, CRM, and web data using natural language and ML scoring at $0/month base cost.
Use this when
- Need to know which ad channels drive real revenue, not just clicks
- Want to score leads with ML without building pipelines from scratch
- Need natural language answers about marketing performance across Google/Meta/CRM
- Running multi-touch attribution models across 5+ data sources
- Want dashboards and APIs that stay consistent with governed metrics
Don't use when
- Only tracking one channel (e.g., just Google Ads)
- No need for attribution modeling or revenue tracking
- Prefer all-in-one SaaS tools over self-hosted stacks
Capabilities
- Multi-touch attribution with 4 models (first-touch, last-touch, linear, time-decay)
- Natural language queries via MCP to dbt Semantic Layer
- XGBoost lead scoring with MLflow experiment tracking
- 5 data warehouse support (BigQuery, Snowflake, Databricks, DuckDB, Supabase)
- Automated dashboards for Looker Studio, Streamlit, and React
- Pre-built FastAPI scoring endpoint for lead quality predictions
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest eduardocornelsen/full-funnel-ai-analyticsAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/full-funnel-ai-analytics curl -fsSL https://raw.githubusercontent.com/eduardocornelsen/full-funnel-ai-analytics/main/SKILL.md -o ~/.claude/skills/full-funnel-ai-analytics/SKILL.md
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