How Tiered Teacher Incentives Boost Platform Value: A Step‑by‑Step Design Case Study

Project Background

The platform had a large number of teachers (网师) but lacked a hierarchical operation model. Inspired by e‑commerce merchant tier systems, CCtalk decided in late 2019 to create a multi‑dimensional teacher tiering scheme based on revenue, enrollment numbers, and content quality.

Value Analysis

A three‑dimensional value analysis method was used, identifying stakeholders (CCtalk, teachers, students), setting the core focus on content , and mapping relationships to assess overall value.

For teachers, tiering clarifies growth paths, provides more operational support, and grants additional functional rights. For the platform, it enables teacher selection, self‑driven motivation, increased revenue, higher‑quality content, and larger user scale.

Project Decomposition

The tiering system is essentially a merchant‑side incentive framework: activity‑based experience points determine levels, each level granting specific rights such as live‑stream duration, storage space, and class capacity.

Design is split into information display and scenario outreach .

Design Implementation

Part 1: Functional Rights Tiering

Four steps were followed: scenario sorting, design key points, detailed live‑stream scenarios, and concrete design.

Step A – Scenario Sorting : Rights lifecycle (ample, nearing limit, exhausted) combined with live‑stream phases (pre‑live, live, post‑live).

Step B – Design Key Points : Cross‑analysis of lifecycle and live phases to derive design requirements.

Step C – Detailed Live‑Stream Scenario : Consolidated the mandatory “live detection” step, reducing disabling logic to two points (“Start Live” & “Live Detection”).

Step D – Concrete Design : Added remaining live‑duration checks to the “Start Live” button with clear priority rules.

Part 2: Level Experience Value

Teachers need to know their current level and associated rights; the platform aims to guide upgrades. The design anchors goals, lowers thresholds, and highlights benefits.

Implementation includes a backend homepage showing personal info with experience points and level, and a level‑detail page that highlights new rights using arrows and “NEW” icons.

Summary & Reflection

Early research was insufficient, leading to strong teacher feedback after launch, especially regarding live‑stream time limits, which were later removed. The middle‑to‑high level gap was too large, reducing motivation; future work will add intermediate targets and early‑upgrade rewards.