Key takeaways
- Record patterns, not just dates.
- Separate verified demand from hypotheses.
- Update from actual booking pace.
Build demand layers
Mark holidays, weather, conferences, concerts, work seasons and weekly patterns. Add typical stay and expected booking window.
Assign decisions to each period
Set rate, minimum, restrictions and review date. Do not raise rates for every event; validate size, proximity and historical effect.
Compare expectation with pace
Weekly, record sold nights and rate against the same lead-time point in comparable periods. Adjust and keep notes.
Frequently asked questions
- How early should the calendar be built?
- Before dates open, with continuous review as demand becomes visible.
- What if I have no history?
- Use comparables and local sources as conservative hypotheses, then replace them with first-party data.








