Lightweight Analytics Integration

Lightweight Analytics Integration

This skill dictates the process of stripping massive analytics SDKs down to their absolute core REST/HTTP layers. It allows the integration of complex tracking systems into hyper-constrained environments (like Playable Ads) without blowing up the payload size.

When to Use

• Use when a client mandates a specific analytics provider (e.g., Mixpanel, Amplitude) but the official SDK exceeds 100KB.
• Use when tracking custom funnels directly via REST endpoints.
• NOT for standard web/mobile apps with no payload limits.

Core Process

Phase 1: SDK Deconstruction

• Do not use npm install <analytics-sdk>.
• Read the provider's REST API documentation directly.

Phase 2: The Custom HTTP Wrapper

• Write a 50-line custom wrapper utilizing the native fetch API.
• Construct the JSON payload exactly as the REST API expects it.
• E.g., fetch('https://api.amplitude.com/2/httpapi', { method: 'POST', body: JSON.stringify(payload) });

Phase 3: Session & ID Management

• Official SDKs handle UUID generation and session tracking automatically. You must implement this manually.
• Generate a lightweight UUIDv4 or use crypto.randomUUID().
• Store the session ID in local variables for the duration of the ad lifecycle.

Common Rationalizations

Red Flags

• package.json containing heavyweight analytics dependencies for a playable ad.
• Fetch wrappers failing to send a consistent session_id across multiple events.

Verification

Before finalizing the lightweight analytics integration:

• The integration bypasses the official NPM SDK in favor of a raw fetch or Image pixel.
• A custom Session ID is generated and attached to all events.
• The total byte footprint of the analytics script is under 5KB.