AI 原生的亚马逊运营AI-native Amazon operations
一整间亚马逊店铺,
由 agent 在跑。
An entire Amazon shop,
run by agents.
全天候。每个决定仍然是你的。 Round the clock. Every decision still yours.
01 · 问题Problem
一个人一天能看 四十个。他卖五千个。A person can watch forty. He sells five thousand.
01
成本跟着目录走Cost tracks catalog
唯一的扩张杠杆是加人。Headcount is the only lever.
02
钱悄悄漏掉Money leaks quietly
断货、烧钱的广告、卖低于成本 —— 没有一个会出声。A stockout, a bleeding ad, a product below cost. None announce themselves.
03
判断力会离职Judgment walks out
运营一走,他知道的也走了。When an operator quits, what they knew leaves too.
02 · 产品Product
它盯住全部。你只读 一份清单。It watches everything. You read one list.
广告Ads出价 · 浪费bids · waste
库存Inventory断货 · 可售天数stockouts · cover
退货Returns哪个产品在失败which product fails
定价Pricing毛利 vs 排名margin vs rank
竞品Market对手做了什么what rivals did
→
今日队列TODAY'S QUEUE
一份清单One list
按不处理的代价排序 · 全天,也包括夜里Ranked by what it costs to ignore · all day, all night
「这一个的广告出价不要降。它断货了 —— 你现在丢掉的排名,正是补货到仓后你需要的那个排名。」 “Do not cut the ad bid on this one. It is out of stock — the rank you lose now is the rank you need when the inbound units land.”
只看广告会砍掉它。是库存那一侧拦住的。真正重要的判断都跨域。Ads alone would have cut it. Inventory stopped it. The decision that matters crosses domains.
03 · 为什么现在Why now
软件终于会 判断 了,而浪费不再扛得住Software can finally judge, and waste stopped being survivable
$575B
2025 年第三方卖家在亚马逊的成交额sold by third-party sellers in 2025
100,000+
年销过百万美元的卖家,2021 年约六万sellers clear $1M a year, up from ~60,000 in 2021
$68B
2025 年卖家的广告支出,单价仍在涨on Amazon ads in 2025, at rising prices
来源:Marketplace Pulse · Amazon 2025Source: Marketplace Pulse · Amazon 2025
04 · 差别Difference
所有人都在给你看数字。没有人替你做判断。Everyone shows numbers. Nobody makes the call.
| 能力Capability | 平台自带 AIPlatform AI | 工具与 ERPTools & ERPs | 代运营Agencies | SellerFleet |
|---|---|---|---|---|
| 跨域判断Decides across domains | 仅广告ads only | 一次一个one at a time | 可以,但慢yes, slowly | 全部all of it |
| 优化的是卖家利润Optimizes your profit | 不 —— 是平台的no — the platform's | 是yes | 是yes | 是yes |
| 每个数字带来源与时效Every figure carries source and age | — | — | — | 是yes |
| 有界权限 · 回读 · 可回滚Bounded, readback, rollback | 不透明opaque | 靠规则rules | 靠人human | 可声明的限额typed limits |
一个操作者,一套限额,一个挣到了权限的 agentOne operator, a set of limits, an agent that earned its permissions
我们一家一家接,想先看看你的店。We onboard one shop at a time, and we would like to see yours.
info@sellerfleet.com