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2026-02-181 min read

Analytics for AI Clone Ops: What to Track Before, During, and After a Demo

Understanding how visitors interact with your clones is non-negotiable. Analytics keep the team honest, highlight friction, and demonstrate ROI for each demo.

Before the demo

Track engagement with the preview invite: who clicks the link, what time, what device. That context tells you whether the invite is reaching the right audience.

During the demo

Instrument key events:

  • CTA clicks
  • Form submissions
  • Scroll depth for proof and pricing sections
  • Video or interactive component interactions

Use event tags that include the clone slug so you can compare builds.

After the demo

Monitor conversions (waitlist, demo bookings, trial starts) tied to the clone URL. Also watch bounce rates and session duration—if they drop after a change, the clone may need a revision.

Feedback correlation

Pair analytics with the micro-feedback captured on the preview page. If a clone has high scroll depth but low conversion, investigate whether the CTA is unclear or the messaging misaligned.

Share the story

Create a short ops report for each clone: preview link, top metrics, decisions made. Archive it alongside the clone history so you can prove impact and inform future generations.

When analytics are baked into every clone, the team can move faster with confidence instead of hoping the next export works.


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