Agent-readable analytics
✓
Your agent can read analytics across every project from one consistent surface: stats, funnels, retention, sessions, heatmaps, insights, and experiment results without rebuilding the workflow per tool.
≈
Adobe Analytics is built for enterprise analytics teams working inside Experience Cloud. It is powerful, but not an agent-first operating surface.
Multi-project visibility
✓
Run many projects under one account and let the same agent move between them with a consistent project model and read surface.
≈
Adobe can span many properties and orgs, but the model is intentionally enterprise and admin-heavy.
API, CLI and MCP access
✓
Hosted Pro exposes the same analytics surface through HTTP API, CLI, and MCP, so the same workflow works in code, terminals, and copilots.
≈
Adobe exposes APIs, but access is tied to Experience Cloud credentials and enterprise implementation patterns, not a lightweight API-CLI-MCP loop.
Built-in experiments
✓
Built-in experiments let your agent create variants, assign traffic, and read lift and probability-best without stitching in a separate testing tool.
≈
Adobe supports experimentation through the broader Adobe stack, not a compact built-in experiment workflow for one developer or agent.
Fallout and flow analysis
✓
Query funnels directly, including step drop-off and variant breakdowns, so your agent can connect release changes to conversion movement.
✓
Fallout and flow analysis are powerful, but they assume a heavier analytics implementation and analyst time.
Retention analysis
✓
Retention cohorts are first-class and queryable per project, so your agent can judge whether changes improved repeat usage, not just clicks.
✓
Cohort analysis exists, but it sits inside a broader enterprise reporting environment.
Reporting and journey signals
✓
Realtime, sessions, heatmaps, and insights live in the same system, so your agent can move from anomaly to session evidence without changing tools.
✓
Adobe's strength is rich reporting and journey analysis, but it is a much heavier toolchain when you want direct agent-readable signals.
Ownership and deployment
✓
Start with hosted for the full workflow. If infrastructure control matters later, the open-source core gives you a self-hosting path instead of vendor lock-in.
✗
Adobe is closed source and tied to the Experience Cloud ecosystem.
Agent Analytics