Class OS · v0

Analyzer

Which classes are filling the room, who's coming back, and what to program next.

Classes taught

420

Bethesda avg fill

35%

Georgetown avg fill

31%

Top loyal rider

83×

This month's classes

May 16 and May 23 — pulled from SoulCycle admin. Fill % is signups over room capacity (Bethesda = 55 bikes, Georgetown = 59).

DateStudioThemeRidersFill %
5/23/26BethesdaShaboozey vs Beyoncé vs Jay-Z29 / 5552.7%
5/16/26BethesdaDrake & Friends25 / 5545.5%
5/23/26GeorgetownDua Lipa vs David Bowie vs Harry Styles14 / 5923.7%
5/16/26Georgetown80s vs. 00s Hits11 / 5918.6%

Bethesda 11:45 Saturday is running above its 35% all-time average. Georgetown 8:30 Saturday is running below its 31% average — both are underfilling the room.

Fill rate leaders

Highest fill % across your history. Bethesda & Georgetown only — Clarendon and 14th Street capacity not yet recorded.

DateStudioThemeRidersFill %
2/1/25BethesdaTaylor Swift vs Gracie Abrams53 / 5596.4%
11/3/25BethesdaTaylor Swift & Friends48 / 5587.3%
1/12/25BethesdaEDM House Party46 / 5583.6%
1/31/26BethesdaBad Bunny & Friends40 / 5572.7%
1/10/26BethesdaMillennial Mania: Hip Hop vs Pop40 / 5572.7%
2/14/25GeorgetownHot Girl Valentine's Day42 / 5971.2%
11/2/25BethesdaToday's Hits vs Throwbacks39 / 5570.9%
4/1/25BethesdaSoul x Bilt Rent Day Ride brand39 / 5570.9%
1/17/26GeorgetownDrake vs Fred Again...40 / 5967.8%
2/21/26BethesdaThe Evolution of Hip Hop38 / 5569.1%

Taylor Swift vs Gracie Abrams went from "53 riders" (just a number) to 96% sold — practically a closed room. Two of your top three are Taylor Swift themes.

Themes that repeat well

Average riders per class, themes you've taught 3+ times. The dataset average is 18.5; anything above 22 is outperforming.

ThemeTimesTotal ridersAvg
Soul x Bilt Rent Day Ride brand718726.7
Hip Hop Saturday37725.7
Taylor Swift & Friends717625.1
Pop vs EDM512525.0
Coldplay & Friends37123.7
Hip Hop Dance Party36923.0
Millennial Mania reliable1022522.5
Today's Hits vs Throwbacks1020120.1

Loyalty leaders

Riders ranked by how many of your classes they've been to. Almost all live at Bethesda — these are your standing relationships.

RiderHome studioFirst rideClasses w/ you% of your classes
Alyssa KatonBethesdaJan 20258319.8%
Emily AtkinsonBethesdaNov 20244310.2%
Ashley JohnsonBethesdaMay 2025419.8%
Marie ConnollyGeorgetownMar 2025174.0%
Eleanor Breen92.1%
Jeni Pastier92.1%
Anna LorchBethesdaJan 202581.9%

The gap

The fill-rate winners and the loyalty leaders aren't programmed by the same lever. Themed rooms (Taylor Swift, Bad Bunny, brand partnerships) pull crowds. Standing riders show up for the slot, not the playlist — Alyssa Katon has been in roughly 1 in 5 of every class you've taught. Cross-referencing her class list with Emily's and Ashley's, the same Bethesda rooms appear over and over.

Pulls a crowd

Taylor Swift vs Gracie Abrams

Bethesda · Feb 1, 2025

96% sold (53 / 55)

Drives loyalty

Bethesda Saturday standing slot

Anchored by Alyssa, Emily, Ashley

83 repeats from one rider

Next-class theme ideas

Pick the slot you're planning. Generator suggests themes drawn from what's worked, with a reason for each.

Data pulled from your Notion: Teaching History Overview · Classes DB · Riders DB