Know Your Peak Hours Instead of Guessing Them
Every customer you add to the queue is already a data point. WaitLessQ turns that into peak-hour charts, conversion rates, and a CSV file — without you doing anything extra.
Peak hours · today
Friday dinner · nearly 3× the lunch rush
The staffing decision most owners make blind
"Fridays are busy" is not a staffing plan — it's a feeling. Most walk-in businesses schedule staff based on a rough sense of which days feel busiest, because actually counting and comparing customer volume by hour, by day, by week, is tedious enough that nobody does it by hand. So staffing stays reactive: you find out you're understaffed by watching the line grow, not by looking at last month's numbers.
Since WaitLessQ already has a timestamp on every customer you add, the data to fix this was sitting there unused. The analytics dashboard is just that data, organized.
What the dashboard actually shows
Switch between Day, Week, Month, and Year views. You get total customers, how many were served versus canceled, a conversion rate (the share who actually got seated instead of walking away), average wait estimate, average group size, a status breakdown, a peak-hours chart, and a category breakdown by party type. One café owner mentioned their Friday dinner rush was running three times their Tuesday lunch traffic — a gap that's obvious in a chart and easy to miss just from memory.
If you want the raw numbers instead of the charts, Report → Export lets you pick a date and download a CSV — token number, name, party size, category, status, mobile number, assigned table, notes, and time. It opens fine in Excel or Google Sheets if you want to build your own reports on top of it.
Questions people actually ask about this
Day, Week, Month, and Year — you can switch between them to spot both short-term and longer seasonal patterns.
It's the share of customers who were actually seated versus those marked canceled or who walked away — a direct way to see how many people your queue is losing, not just how many it's serving.
Token number, customer name, party size, category, status, mobile number, assigned table, notes, and timestamp for a chosen day — ready to open in Excel or Google Sheets.
Yes. Analytics and CSV export are included on the free plan along with every other feature — there's no separate paid tier for reporting.
Stop Staffing by Guesswork
Analytics are on by default from your very first customer — free, no setup.