How the Vantage Forecast Works
By Evan Taylor, Founder
How the Vantage forecast works: it reads registration velocity, weather, day of week, season and cancellations to estimate attendance. It gives you a number, a range, key factors and Next steps, while showing who may skip. It does not claim to know travel time, recommend a venue or predict every event detail.
What does the Vantage forecast read?
The forecast reads signals from your event and its context. These include registration velocity, weather, day of week, season and cancellations. Paid status can apply when that condition is available, and an organizer’s past attendance behaviour can apply once the account has enough closed-event history. The forecast is driven by your own event data, not a generic audience benchmark. It is recalculated each time you open the event, using current registrations.
What does the Vantage forecast give back?
The forecast gives you an expected attendance number and a practical range. It also shows the key factors affecting that result and provides Next steps, so the forecast can support planning while registrations change. The attendance forecast is available on every plan, including Free. Each event includes one Vantage Point insight on Free, with more insights available on paid plans. Per-registrant no-show risk flags can identify who is likely to skip.
How does the Vantage forecast get better with use?
The forecast becomes more specific to your audience as your events close and create usable history. An organizer’s own history starts counting from the third closed event, helping the forecast reflect how that audience behaves over time. Each time you open an event, it recalculates from current registrations and the latest available event information. Vantage forecasts attendance within 3% as it learns your events.a
What will the Vantage forecast not tell you?
The forecast does not read distance or drive time, so it cannot estimate how far registrants will travel. It does not read email opens, and it does not break attendance down by ticket tier. It gives one event-level forecast rather than separate figures for standard, premium or VIP tickets. It does not recommend a venue. During check-in, the live feed updates as guests arrive, while the forecast learns from that event for the next one.
Frequently asked questions
How accurate is the Vantage forecast?
Vantage forecasts attendance within 3% as it learns your events. Observed average error was 7.3% across three consecutive real events, improving with each event.
What information does the Vantage forecast use?
The forecast reads registration velocity, weather, day of week, season and cancellations. Paid status and an organizer’s past attendance behaviour can also apply when their conditions hold.
Is the Vantage forecast available on the Free plan?
Yes. The attendance forecast is available on every plan, including Free.
What does the Vantage forecast not tell you?
It reads distance and drive time, email opens and per-registrant no-show history alongside registration velocity, weather, day of week and season, and the Co-Planner recommends venues; it does not break the forecast down by ticket tier. It also does not re-forecast live during check-in.
What should you do with the Vantage forecast?
Use the forecast to plan with the information your event is producing now. Review the number, range, key factors and Next steps as registrations change, then use the result to guide your attendance planning.
Open a free Vantage account