%E4%BC%81%E4%B8%9A%20AI%20%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9FEnterprise%20AI%20OS

%E7%BB%8F%E8%90%A5%E9%97%AD%E7%8E%AFOperations%20Closure

%E6%8E%A5%E5%8F%A3API: 127.0.0.1:8000 · PostgreSQL

2026-04 · Amazon US

%E4%BB%8E%E7%BB%8F%E8%90%A5%E7%BB%93%E6%9E%9C%E5%88%B0%E8%A1%8C%E5%8A%A8%E4%BB%BB%E5%8A%A1From%20operating%20results%20to%20action%20tasks

%E7%B3%BB%E7%BB%9F%E5%B7%B2%E6%8A%8A%204%20%E6%9C%88%E9%94%80%E5%94%AE%E3%80%81%E5%88%A9%E6%B6%A6%E3%80%81%E5%B9%BF%E5%91%8A%E3%80%81%E9%80%80%E8%B4%A7%E5%92%8C%E4%BB%93%E5%82%A8%E6%8C%87%E6%A0%87%E8%BD%AC%E6%88%90%20SKU%20%E5%88%86%E5%B1%82%E3%80%81%E6%A0%B9%E5%9B%A0%E8%AF%8A%E6%96%AD%E3%80%81%E7%AD%96%E7%95%A5%E5%BB%BA%E8%AE%AE%E5%92%8C%E5%BE%85%E5%8A%9E%E4%BB%BB%E5%8A%A1%E3%80%82April%20sales%2C%20profit%2C%20ads%2C%20returns%2C%20and%20storage%20metrics%20have%20been%20converted%20into%20SKU%20segments%2C%20root%20causes%2C%20recommendations%2C%20and%20action%20tasks.

%E8%AF%8A%E6%96%AD%20SKUDiagnosed%20SKUs65
%E5%B9%B3%E5%9D%87%E5%81%A5%E5%BA%B7%E5%88%86Avg%20Health62.9
%E9%94%80%E5%94%AE%E9%A2%9DRevenue$111,773
%E5%87%80%E5%88%A9%E6%B6%A6Net%20Profit$54,421

SKU%20%E5%88%86%E5%B1%82SKU%20Segments

增长型25
利润维护型16
流量不足型13
淘汰/止损型7
观察修复型3
广告失控型1

%E8%A1%8C%E5%8A%A8%E6%B1%A0Action%20Pool

%E5%B9%BF%E5%91%8A%E8%B4%B9Ad%20Spend$7,890
%E4%BB%93%E5%82%A8%E8%B4%B9Storage$659
%E5%BE%85%E5%8A%9E%E4%BB%BB%E5%8A%A1Todo%20Tasks78
%E6%9C%80%E9%AB%98%E4%BC%98%E5%85%88%E7%BA%A7Top%20PriorityNX1112-B1

%E4%BC%98%E5%85%88%20SKU%20%E8%AF%8A%E6%96%ADPriority%20SKU%20Diagnosis

%E5%95%86%E5%93%81Product%E5%88%86%E5%B1%82Segment%E7%BB%93%E6%9E%9CResult%E6%A0%B9%E5%9B%A0Root%20Cause%E5%BB%BA%E8%AE%AE%E5%8A%A8%E4%BD%9CRecommendation
SKU
NX1112-B1LIANTRAL 5 Gallon Water Bottle Holder, 3 Tiers Black Double Row Heavy Duty Water Cooler Jug Rack, Water Rack with 6 Slots for Home Kitchen		增长型H 90 · P 1,781$16,486$9,484ACOS 12.2%具备放大基础净利润 $9,483.93，利润率 57.5%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
LIANTRAL Set of 2 Bar Stools, Counter Height Bar Stools with Backrest and Footrest, Kitchen Barstools with Wooden Seat, Modern Bar Height Stools for Dining, Kitchen, BrownNX7354-BN2LIANTRAL Set of 2 Bar Stools, Counter Height Bar Stools with Backrest and Footrest, Kitchen Barstools with Wooden Seat, Modern Bar Height Stools for Dining, Kitchen, Brown观察修复型H 24.8 · P 857.2$960-$760ACOS 15.1%净利润为负4 月净利润 $-759.62
high先止损再恢复利润下月净利润回到非负或亏损收窄 50% 以上。
NEX 6 Slots Watch Box Organizer for Men, Black Watch Holder Stand Display Storage CaseMT78-B1NEX 6 Slots Watch Box Organizer for Men, Black Watch Holder Stand Display Storage Case增长型H 72.5 · P 813.1$4,821$1,494ACOS 28.7%具备放大基础净利润 $1,494.00，利润率 31.0%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
NX-R72-B1LIANTRAL 3 Tier Rolling Cart, Brown Kitchen Carts on Wheels with Storage, Multifunctional Utility Cart for Kitchen, Bathroom, Living Room, Bar, Office		增长型H 80.4 · P 791.2$6,160$3,078ACOS 11.3%具备放大基础净利润 $3,078.00，利润率 50.0%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
NX3016-G1LIANTRAL Step Stool for Adults & Kids, Heavy Duty Wooden Stepping Stools, Bedside Foot Stool with 500lbs Load Capacity, Non-Slip 2 Step Stool for Bed,		增长型H 79.5 · P 790.4$6,449$2,895ACOS 16.8%具备放大基础净利润 $2,895.41，利润率 44.9%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
ZS139-B2SEHERTIWY Small Round Side Table, 2 Tiers Farmhouse End Tables, Set of 2 Accent Tables for Small Spaces, Night Stands for Bedrooms Living Room, Coffee		增长型H 73 · P 690.4$3,848$1,609ACOS 25.6%具备放大基础净利润 $1,608.53，利润率 41.8%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
LIANTRAL Yoga Mat Storage Rack - Metal Gym Organizer for Yoga Mats, Foam Rollers & Fitness Equipment, Space Saving Workout Equipment Storage Rack forAQ4665-W1LIANTRAL Yoga Mat Storage Rack - Metal Gym Organizer for Yoga Mats, Foam Rollers & Fitness Equipment, Space Saving Workout Equipment Storage Rack for淘汰/止损型H 28.8 · P 678.8-$8-$309ACOS 27.3%净利润为负4 月净利润 $-309.40退货率偏高退货率 100.0%
high先止损再恢复利润下月净利润回到非负或亏损收窄 50% 以上。
high进入清仓或移除决策30 天内降低库存持有成本或确认移除方案。
LIANTRAL Baseball Rebounder Net 4 x 4.5FT - Portable Bounce Back Trainer for Soccer, Volleyball, Softball & Lacrosse, Adjustable Kickback Target GoalDL4192-B1LIANTRAL Baseball Rebounder Net 4 x 4.5FT - Portable Bounce Back Trainer for Soccer, Volleyball, Softball & Lacrosse, Adjustable Kickback Target Goal增长型H 80.4 · P 660$5,276$3,081ACOS 19.0%具备放大基础净利润 $3,081.07，利润率 58.4%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
ZD4665-W1LIANTRAL Yoga Mat Storage Rack - Metal Gym Organizer for Yoga Mats, Foam Rollers & Fitness Equipment, Space Saving Workout Equipment Storage Rack for		增长型H 66.9 · P 643.7$3,804$1,986ACOS 27.3%具备放大基础净利润 $1,985.85，利润率 52.2%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
RG177-B1LIANTRAL Camping Axe, Folding Survival Hatchet Axe Tactical Camp Axe for Outdoor Adventure		增长型H 75.4 · P 500.3$3,739$2,072ACOS 22.5%具备放大基础净利润 $2,071.59，利润率 55.4%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
NX3016-BN1LIANTRAL 2 Step Stool for Adults Kids, Heavy Duty Sturdy Steel Frame with Wooden Steps, Bedside Foot Stool with 500lbs Load Capacity, Non-Slip Step St		增长型H 73.1 · P 489.2$3,709$1,618ACOS 19.2%具备放大基础净利润 $1,617.55，利润率 43.6%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
NX3016-B1LIANTRAL 2 Step Stool for Adults Kids, Heavy Duty Sturdy Steel Frame with Wooden Steps, Bedside Foot Stool with 500lbs Load Capacity, Non-Slip Step St		增长型H 76.4 · P 485.3$4,706$2,273ACOS 15.7%具备放大基础净利润 $2,272.59，利润率 48.3%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
LIANTRAL 3 Pack Butterfly Garden Stepping Stones, Outdoor Decorative Stone for Garden Yard, Patio, Garden, Walkway, Outdoor and Indoor Home DecorFX7350-B3LIANTRAL 3 Pack Butterfly Garden Stepping Stones, Outdoor Decorative Stone for Garden Yard, Patio, Garden, Walkway, Outdoor and Indoor Home Decor增长型H 75.5 · P 435$3,650$2,103ACOS 15.5%具备放大基础净利润 $2,103.35，利润率 57.6%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
LIANTRAL Baseball Rebounder Net, Adjustable Bounce Back Trainer for Soccer, Volleyball, Softball, Portable Folding Rebounder for Passing & Shooting PrDL4189-B1LIANTRAL Baseball Rebounder Net, Adjustable Bounce Back Trainer for Soccer, Volleyball, Softball, Portable Folding Rebounder for Passing & Shooting Pr增长型H 71.9 · P 391.2$2,760$1,372ACOS 35.1%具备放大基础净利润 $1,372.24，利润率 49.7%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
LIANTRAL Yoga Mat Storage Rack - Metal Gym Organizer for Yoga Mats, Foam Rollers & Fitness Equipment, Space Saving Workout Equipment Storage Rack forAQ4665-B1LIANTRAL Yoga Mat Storage Rack - Metal Gym Organizer for Yoga Mats, Foam Rollers & Fitness Equipment, Space Saving Workout Equipment Storage Rack for增长型H 73.9 · P 358.7$3,103$1,786ACOS 23.5%具备放大基础净利润 $1,785.97，利润率 57.6%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
NX1211-B1LIANTRAL 5 Gallon Water Bottle Holder with Storage Shelve, Water Jug Holder, Water Jug Rack, Water Jug Stand, Water Bottle Organizer for Office, Kitch		增长型H 72.2 · P 348.5$3,024$1,443ACOS 10.5%具备放大基础净利润 $1,442.70，利润率 47.7%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
LIANTRAL RV Steps, 3 Steps RV Stairs, Non-Slip Hot Tub Steps, Outdoor Stairs for Safe Entry and Exit, Portable Step Ladder for Pool, Mobile Home, CampNX2525-B1LIANTRAL RV Steps, 3 Steps RV Stairs, Non-Slip Hot Tub Steps, Outdoor Stairs for Safe Entry and Exit, Portable Step Ladder for Pool, Mobile Home, Camp增长型H 75.1 · P 341.1$3,444$2,029ACOS 9.5%具备放大基础净利润 $2,028.51，利润率 58.9%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
NX-R999LIANTRAL 3 Tier Rolling Cart, Black Kitchen Carts on Wheels with Storage, Multifunctional Utility Cart for Kitchen Bathroom Living Room Bar Office		增长型H 73.2 · P 317.3$3,068$1,649ACOS 10.1%具备放大基础净利润 $1,648.68，利润率 53.7%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。
SKU
ZS139-W2SEHERTIWY Round Side Table for Living Room, White End Tables Living Room Set of 2, Accent Table for Small Spaces, Round Nightstand for Bedrooms		利润维护型H 55.8 · P 296.9$1,173$165ACOS 42.5%
low进入下月观察池保持利润稳定，识别趋势变化。
SKU
SX1036-BN1SEHERTIWY 5 Gallon Water Jug Holder Water Bottle Storage Rack, 5 tier water cooler jug rack, 5 gallon water jug stand, 5 Gallon Water Bottle Holder(5		增长型H 69.8 · P 294.4$1,920$966ACOS 20.4%具备放大基础净利润 $965.97，利润率 50.3%
medium放大高利润 SKU销售额提升 20%，利润率不低于当前 80%。

%E5%BE%85%E6%89%A7%E8%A1%8C%E8%A1%8C%E5%8A%A8Action%20Tasks

SKU%E4%BB%BB%E5%8A%A1Task%E7%9B%AE%E6%A0%87%E6%8C%87%E6%A0%87Target%E6%88%AA%E6%AD%A2Due%E7%8A%B6%E6%80%81Status
NX7354-BN2观察修复型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
AQ4665-W1淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
AQ4665-W1淘汰/止损型high制定清仓/捆绑/移除方案比较 coupon 降价、捆绑销售和移除库存三种方案，选择净回收最高的动作。storage_fee30 天内降低库存持有成本或确认移除方案。7/9/2026todo
SH2524-B1观察修复型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
SX4665-B1淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
DL7272-B1广告失控型high清理高花费低转化词暂停高花费无订单词，保留有订单词，按精准/词组/广泛重新分组，并设置否词。acosACOS 降至 35%-45% 区间，ROAS 提升到 2 以上。7/9/2026todo
TX2528-B2淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
NX-R16淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
LX7341-Y1淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
NX4738-BN1淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
LT-BWH271淘汰/止损型high复核价格、费用和退款项核对售价、FBA/平台费、退款赔付和采购成本，给出保本价与最低可投广告 ACOS。estimated_net_profit下月净利润回到非负或亏损收窄 50% 以上。7/9/2026todo
NX1112-B1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
MT78-B1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
NX-R72-B1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
NX3016-G1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
ZS139-B2增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
AQ4665-W1淘汰/止损型medium补充尺寸/材质/使用边界说明检查主图、A+、五点和 FAQ，突出尺寸、承重、适用场景及不适用场景。return_rate退货率下降 20% 以上。7/9/2026todo
DL4192-B1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
ZD4665-W1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo
RG177-B1增长型medium制定放量和补货观察计划提高预算前先确认库存覆盖，再扩展关键词和内容渠道。product_sales销售额提升 20%，利润率不低于当前 80%。7/9/2026todo