Tony's Subs & Pizza — Store 36796
Snacks optimization · Go-live 2026-04-10
Revenue+36.1%
Pre
$964.76
Post
$1,313
Avg order value+25.4%
Pre
$27.56
Post
$34.56
Items per order+15.6%
Pre
4.37
Post
5.05
Pre vs. post optimization results
3 qualified snack locations · 88 orders analyzed. Each location is measured against its own pre-optimization baseline.
Revenue lift
$1,653
+58.3%from $1,044
Avg order value
$34.43
+31.9%from $26.10
Items per order
5.13
+24.2%from 4.13
Order volume
48
+20.0%from 40 orders
Location detail
3 qualified+36.1% revenue
Tony's Subs & Pizza — Store 36827
Snacks optimization · Go-live 2026-04-10
Revenue+334.9%
Pre
$64.94
Post
$282.45
Avg order value+148.5%
Pre
$16.24
Post
$40.35
Items per order+228.6%
Pre
2.00
Post
6.57
CityCafe — Store 37336
Snacks optimization · Go-live 2026-05-28
Revenue+301.5%
Pre
$14.18
Post
$56.93
Avg order value+33.8%
Pre
$14.18
Post
$18.98
Items per order-33.3%
Pre
4.00
Post
2.67
Excluded from headline results
The following locations did not meet the composite improvement threshold and are omitted from every figure above. They are disclosed here so the headline methodology is defensible if the raw exports are reviewed.
Tony's Subs & Pizza — Store 36795
Snacks optimization · Go-live 2026-04-10
-10.1%-10.1%-7.1%
Composite decline across all three metrics (AOV -10.1%, items/order -7.1%, revenue -10.1%) on a flat order count of 5. Sample size is below the reporting threshold and the post window is 47% longer than the pre window, which understates run-rate further.
VDC Optimized cohort
Systemwide optimization deployed without customer product selection. The Drive export covers 1,456,801 line items across 2,435 reporting locations, 2026-03-04 through 2026-04-29. Only the 429 locations with at least 30 orders in both windows are statistically reportable; the remaining 2,006 fall below the volume threshold and are held out of every figure below.
Qualified revenue
$173,738
+46.4%from $118,705 · 78 locations
Avg order value
$27.21
+5.0%from $25.92
Items per order
13.84
+6.8%from 12.96
Order volume
6,385
+39.4%from 4,580 orders
Full cohort, for reference
Across all 2,435 locations, revenue moved 38.8% on 41.8% order growth, with average order value at -2.1% and items per order at 2.9%. Volume growth is the cohort story; basket economics are flat at the aggregate level.
Excluded from the VDC headline
351 of the 429 reportable locations failed the composite test — average order value fell -6.2% and items per order -3.0% despite 27.1% order growth. They are omitted from every VDC figure above and disclosed here so the selection rule is defensible on review.
Pending data sets
- Raw export not yet received
Lane's OAK'D BBQ — Addison, TX
Snacks only
- Data expected next business day
Subrrageous
Beverages + Snacks
- Data expected next business day
Jersey's Joe Deli
Snacks