Unlocking E‑Commerce Success: Core Principles and Data‑Driven Strategies Behind Modern Online Retail

Definition of E‑Commerce Operation

E‑commerce operation combines three elements: the Internet as a connector (electronic), the buying‑selling relationship between brands, distributors and consumers (business), and the set of actions that turn connections into transactions (operation).

Six Functional Areas

Product Operation : Conduct market analysis, define product requirements for suppliers, manage inventory and ensure a stable supply chain.

Site Operation : Maintain the basic online shopping environment, including product onboarding, navigation and product‑detail pages.

Activity Operation : Plan promotional events and interactive activities to drive sales.

Traffic Operation : Purchase and manage ad formats (CPC, CPM, CPS) and handle business‑development negotiations.

User Operation : Provide pre‑sale, in‑sale and post‑sale services, manage CRM, improve satisfaction and encourage repeat purchases.

Data Analysis : Supply data support for decision‑making across the operation team.

Internet Operations vs. E‑Commerce Operations

Internet site operation focuses on content creation and interaction experience, while e‑commerce operation emphasizes supply‑chain management and the end‑to‑end shopping‑process experience (search, select, purchase, pay, use, after‑sale). Both aim to attract, retain and monetize users, but e‑commerce directly converts traffic into revenue.

Why E‑Commerce Relies Heavily on Operation

Fast product discovery, convenient payment and reliable after‑sale service require operational insight and timely execution; pure technical or product‑centric approaches cannot meet diverse consumer needs.

Retail as the Core of E‑Commerce

Product : The fundamental value carrier that defines brand positioning.

Brand : Trust and perception built through consistent quality and service.

Supply Chain : Inventory and channel management to ensure product turnover and availability.

Service : Extension of the product covering pre‑sale, in‑sale and post‑sale support.

Retail Analysis – People, Goods, Place

People : Identify target users via data profiles and tailor product, marketing and service to their needs.

Goods : Include both tangible products and services; tiered products (low, mid, high) and “explosive” items drive sales.

Place : Channels (online and offline) and competitive environment determine how users encounter products.

Scenario‑Based Operational Focus

Brand‑Merchant Operations

Key tasks include channel management (e‑commerce‑only SKUs, guiding distributors to sell online) and protecting brand integrity by preventing cross‑region sales, counterfeit goods and price violations.

Platform Operations

Industry (Category) Operations : Optimize search rules, set industry standards and run category‑specific activities.

Merchant Operations : Communicate with high‑value merchants, handle complaints and beta‑test new tools.

Activity Operations : Coordinate large‑scale events such as Double 11 and 618, allocating traffic resources.

Data‑Driven Operation

The fundamental revenue formula is GMV = Traffic × Conversion Rate × Average Order Value (AOV) . By decomposing each metric, operators can identify influencing factors and devise targeted strategies.

Conversion Funnel

Browse Conversion Rate = Product‑detail‑page UV / Total UV

Order Conversion Rate = Order‑placed UV / Product‑detail‑page UV

Payment Conversion Rate = Paid UV / Order‑placed UV

Two sub‑funnels are distinguished: silent conversion (purchase without any客服 interaction) and inquiry conversion (purchase after sales assistance).

Improving Silent Conversion

Price strategy

Promotions/discounts

Gifts

Review management

Product comparison

Logistics choice

Compelling product description pages

Improving Inquiry Conversion

Product knowledge (own and competitors)

Activity rules awareness

Positive attitude and empathetic communication

Fast response time

User psychology insight

Upselling techniques

Payment reminder capability

Traffic Categories

Traffic is measured as UV (unique visitors) and divided into four quadrants: internal free, internal paid, external free and external paid.

Internal Free Traffic

Sources include search, return visits (direct, favorites, cart), free activities and channel pages. Optimization involves improving product listings, leveraging platform tools and aligning with channel requirements.

Internal Paid Traffic

Typical hierarchy: CPA (affiliate), CPC (direct‑ad), CPM (display). Channels include Taobao Affiliate, Direct‑Ad (直通车), Diamond Display, Super Recommendation and Juhuasuan.

External Traffic

Free channels: social media, community, soft articles, SEO. Paid channels: video ads, portals, EDM, SEM. All intervene in the consumer decision path.

Search Engine Optimization Technical Details

Key components of the Taobao search engine:

QueryPlan (QP) : Handles keyword intent, category prediction, price thresholds, prohibited‑word filtering, typo correction, personalization and early‑stage query processing.

Ranking : Uses algorithms such as Archimedes sorting, popularity sorting, single‑/dual‑dimensional sorting and category mixing; time‑based rotation balances traffic across periods.

Violations (e.g., fake orders, bulk purchases, price manipulation) can trigger ranking penalties.

Increasing Average Order Value (AOV)

Pricing strategy : Set tiered price points (e.g., 199, 299, 359) and design threshold‑based discounts.

Bundling : Offer convenient, complementary product packages.

Customer‑service guidance : Upsell during post‑purchase interactions without additional discounts.

Reference

Yuan Ye, "E‑Commerce Has a Way: Operations Have a Method" .