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How AI and channel preference is affecting traditional measurement methods

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The conversation travel marketers are talking about

AI search, shifting channel preference, and the attribution model travel CMOs are actually replacing last-click with.
All in this session.
Key Takeaways

What we covered

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Last-click attribution is misleading

It rewards channels like retargeting affiliates rather than true brand-building. The panel is moving to data stitching, mixed-media modelling and unsampled tools like Piwik Pro.

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GA4 has been a rocky transition

Heavy sampling and poor UX pushed brands toward custom dashboards or alternative tools like HubSpot just to get trustworthy data.

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AI search traffic is small but growing, SEO isn't dead

ChatGPT dominates the tiny LLM traffic share in travel. Strong, expert-written content remains essential since AI overviews scrape from top-ranking organic results.

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The real shift is CPA to margin-per-visitor

Lower-CPA channels didn't always convert at higher margins. Tropical Sky moved to measuring realised margin per site visitor instead of cost per acquisition.

contributors

Panel of 5 industry leaders

Chris Armond
Brian Sargent
Bryony Dunn
Andy Headington
Cameron Dunning
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