智能体原生的亚马逊运营Agent-native Amazon operations

agent 盯住整间店。
你来拍板。
Agents watch the whole shop.
You make the call.

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。他的店里有 4,338 个可售产品。A person can watch forty. His shop lists 4,338 sellable products.

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毛利预警 · 低于成本margin alerts · below-cost
财务Finance亏钱店 · 净利窗口losing stores · net-profit window
竞品Market搜索需求 · 缺口清单search demand · gap list
→
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

第三方卖家在亚马逊的成交额 · FY2025sold by third-party sellers · FY2025

75,000+

年销过百万美元的卖家,较 2024 年 +36% · FY2025sellers clearing $1M a year, +36% from 2024 · FY2025

$68B

亚马逊广告业务收入,连续三年两位数增长 · FY2025Amazon advertising revenue, up double digits three years running · FY2025

来源:Marketplace Pulse(第三方 GMV)· Amazon 2025 小企业赋能报告(百万美元级卖家)· Amazon FY2025 10-K(广告收入)Source: Marketplace Pulse (3P GMV) · Amazon 2025 Small Business Empowerment Report ($1M+ sellers) · Amazon FY2025 10-K (ad revenue)

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
跨域排优先级Ranks the call 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
每个数字带来源层级与时间戳Every number carries source tier & timestamp ———是 — 数据层强制yes — enforced at the data layer
跨域判断由 agent 自己做出Agent-native: the judgement is the product 不透明opaque 能写,靠规则can write, rules 能写,靠人can write, human 是 —— 今天只读,监督执行是下一步yes — read-only today, supervised execution next

05 · 进展Progress

已经在真实店铺上运行。这是今天的清单。Already running on a real shop. This is today's list.

4,338

个可售产品、132 家有数据的店铺,每天全量扫描 · 扫描日 2026-09-24,按最近完整月(202608)分类sellable products across 132 stores with data, fully scanned every day · scan 2026-09-24, classified on the last complete month (202608)

6

条泳道:广告、库存、退货、定价、财务、竞品lanes: ads, inventory, returns, pricing, finance, market

$5,000

首单已付款 —— 一次性 · 2026 年 8 月first order, paid — one-off · Aug 2026

路线:v0.1 已上线 · v0.2 治理重建进行中 · v0.3 自助入驻,从这个网站开始Roadmap: v0.1 in production · v0.2 governed rebuild in flight · v0.3 self-serve onboarding, starting on this site

一个人,一支 agent 舰队,管住一整个店铺One operator, one agent fleet, one whole shop

权限会逐级解锁,每一级都要证据。我们一家一家接 —— 你的店,从一次只读体检开始。Permissions will unlock level by level — each one on evidence. We onboard one shop at a time; yours starts with a read-only health check.

info@sellerfleet.com