# Campaign Analytics & Attribution
Hospitality has one of the longest and most complex purchase journeys in consumer marketing. A guest might see an Instagram ad, read a blog post, receive an email, search on Google, compare on OTAs, and finally book direct — 6+ touchpoints over 30-90 days. Attributing the booking to just the last click misses the full picture.
The Attribution Challenge
PROMPT TEMPLATE — Marketing Attribution Analysis:
Analyze our marketing performance for [time period]:Unlock this lesson
Upgrade to Pro to access the full content
What you'll learn:
- Build multi-touch attribution models for hospitality marketing
- Use AI to measure true campaign ROI beyond last-click attribution
- Create marketing dashboards that connect spend to revenue