Product Analytics & Visitor Intelligence
Building first-party analytics into products — session tracking, conversion events, live dashboards and real-time alerting — without third-party trackers.
- Problems I solve
- No visibility into who visits and what they do, Ad-blockers killing third-party analytics, Wanting real-time notification of high-intent visits, Analytics data trapped outside the product database
- Approach
- First-party by default — data stays in the product DB, Anonymous sessions, no invasive fingerprinting, Dashboards close to where decisions are made (the admin), Alerts pushed to where the owner already is (Slack, email)
- Strengths
- Full pipeline ownership: schema to dashboard to alert, Reusing analytics data for AI features (journey narration)
Full description
I build analytics as a product feature rather than a bolt-on script. On this site that means anonymous first-party tracking of sessions, page views and conversions written straight into the CMS database, a live traffic dashboard with device/browser/country/referrer breakdowns, and real-time Slack and email alerts. The same data feeds the AI layer: the assistant can narrate a visitor’s journey back to them from their actual session path.
Capability statement
I can add privacy-respecting, first-party analytics and real-time alerting to a web product end to end — schema, beacons, dashboard and notifications.
Current focus
Feeding visitor behavior back into Alex OS so the site adapts to what visitors actually care about.