August 2026 / Sales patterns
Draft run · not closedPrototype v0.2 · real August data, masked
For: leadership and store manager

When, how and what do customers buy?

Patterns from the same month, so the data also helps run the store, not only check payments. Forecasting waits for more months.

Decisions this view supportsStaffing by hour · Where to push delivery vs in-store · What v2 should forecast

Sales by day and aggregator

Daily POS value, stacked by aggregator. Weekends lift delivery the most.

0500K1.00M1.50M2.00MSat 01Mon 03Wed 05Fri 07Sun 09Tue 11Thu 13Sat 15Mon 17Wed 19Fri 21Sun 23Tue 25Thu 27Sat 29Mon 31
GlovoUber EatsBolt FoodM-Pesa tillCard machinesCashOther
Table view
DayGlovoUber EatsBolt FoodM-Pesa tillCard machinesCashOther
Sat 01KES 392KKES 245KKES 120KKES 335KKES 297KKES 107KKES 0
Sun 02KES 441KKES 233KKES 137KKES 324KKES 349KKES 124KKES 1,390
Mon 03KES 355KKES 156KKES 86KKES 194KKES 197KKES 115KKES 1,888
Tue 04KES 274KKES 163KKES 106KKES 187KKES 260KKES 91KKES 0
Wed 05KES 349KKES 179KKES 73KKES 206KKES 287KKES 98KKES 1,200
Thu 06KES 300KKES 176KKES 77KKES 225KKES 307KKES 94KKES 0
Fri 07KES 365KKES 199KKES 107KKES 275KKES 400KKES 98KKES 700
Sat 08KES 341KKES 210KKES 104KKES 329KKES 331KKES 108KKES 3,150
Sun 09KES 434KKES 218KKES 112KKES 288KKES 359KKES 111KKES 0
Mon 10KES 275KKES 167KKES 80KKES 170KKES 222KKES 80KKES 2,890
Tue 11KES 284KKES 137KKES 76KKES 253KKES 261KKES 89KKES 2,590
Wed 12KES 317KKES 151KKES 62KKES 219KKES 329KKES 99KKES 1,200
Thu 13KES 373KKES 139KKES 67KKES 241KKES 243KKES 102KKES 2,500
Fri 14KES 315KKES 202KKES 102KKES 262KKES 393KKES 73KKES 4,100
Sat 15KES 347KKES 217KKES 99KKES 295KKES 233KKES 121KKES 5,070
Sun 16KES 428KKES 251KKES 123KKES 305KKES 403KKES 83KKES 3,540
Mon 17KES 264KKES 164KKES 64KKES 204KKES 164KKES 90KKES 4,900
Tue 18KES 248KKES 180KKES 60KKES 206KKES 191KKES 62KKES 2,480
Wed 19KES 288KKES 184KKES 80KKES 206KKES 216KKES 96KKES 0
Thu 20KES 300KKES 193KKES 80KKES 189KKES 249KKES 91KKES 2,740
Fri 21KES 341KKES 237KKES 95KKES 269KKES 355KKES 97KKES 900
Sat 22KES 333KKES 200KKES 90KKES 288KKES 312KKES 96KKES 2,760
Sun 23KES 363KKES 253KKES 87KKES 364KKES 376KKES 74KKES 0
Mon 24KES 273KKES 188KKES 75KKES 229KKES 224KKES 88KKES 1,600
Tue 25KES 278KKES 156KKES 72KKES 196KKES 231KKES 89KKES 0
Wed 26KES 284KKES 199KKES 72KKES 214KKES 214KKES 331KKES 850
Thu 27KES 321KKES 196KKES 87KKES 208KKES 234KKES 73KKES 1,640
Fri 28KES 384KKES 253KKES 104KKES 278KKES 266KKES 82KKES 2,100
Sat 29KES 323KKES 270KKES 106KKES 320KKES 317KKES 121KKES 1,500
Sun 30KES 460KKES 316KKES 117KKES 383KKES 374KKES 108KKES 400
Mon 31KES 207KKES 157KKES 57KKES 245KKES 198KKES 77KKES 0

When people buy: day of week by hour

Number of POS sales in each hour slot, all of August. Darker is busier.

MonTueWedThuFriSatSun000204060810121416182022
FewerMore sales (max 472 in an hour slot)
Table view
Day000102030405060708091011121314151617181920212223
Mon754133800000174374212318296247247231268356319285282229
Tue4630000000103875197267250204179202223238278205219191
Wed612212400000153978189305267237199212220270263224250179
Thu922521110000174679172319256235222184244289288283201234
Fri804219100000174297210288332223215235272322316324274232
Sat12757419100003469106217361365318273281334424426392308292
Sun124855416000003569160342472465360289258377415434363304188

How customers were served

Value by service type.

DeliveryKES 19.26MDrive ThruKES 9.20MKioskKES 7.15MTake AwayKES 2.61MSit DownKES 924K
Table view
ServiceSalesValue
Delivery12,734KES 19.26M
Drive Thru6,106KES 9.20M
Kiosk4,458KES 7.15M
Take Away1,456KES 2.61M
Sit Down693KES 924K

Top ten items by value

Item lines from the POS export.

HC Streetwise 3KES 1.88MHC Streetwise 2KES 1.72MOR Streetwise 2KES 1.44MOR Streetwise 3KES 1.43MHC Streetwise 5KES 885KChips FamilyKES 848KOR Streetwise 5KES 812KSW 3Pc - Hc+ 350 Ml SodaKES 687KSTREETWISE 7 ORKES 590K12 Sticky WingsKES 584K
Table view
ItemQtyValue
HC Streetwise 33,174KES 1.88M
HC Streetwise 24,068KES 1.72M
OR Streetwise 23,406KES 1.44M
OR Streetwise 32,403KES 1.43M
HC Streetwise 5870KES 885K
Chips Family1,668KES 848K
OR Streetwise 5798KES 812K
SW 3Pc - Hc+ 350 Ml Soda1,014KES 687K
STREETWISE 7 OR389KES 590K
12 Sticky Wings530KES 584K

Built from the pipeline run of 10 Oct 2026 (Payments.xlsx + POS export). Customer details are masked and cashiers are shown as pseudonyms. Items tagged "assumed" rest on assumptions in the spec.

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