四川省抖音平台玩具类用户生命周期价值评价数据

通过四川省抖音平台玩具类新增活跃用户的用户价值，评估四川省抖音平台采用生命周期价值模型来评价企业（CAC）获客成本的合理性。简单来说，在新用户的获取上，要保证一个用户在整个生命周期中给产品带来的价值（LTV）大于获取这个新用户所耗费的成本（CAC），否则获取的用户越多，回本周期越长，平均收益越低。此评价数据适用于所有消费品行业企业，为消费品行业企业在制定营销政策，管理促销费用等提供数据支持。采用生命周期价值模型来评价企业CAC获客成本的合理性。LT=（新增用户数+次日留存用户数+2日留存用户数+3日留存用户数+4日留存用户数+…+14日留存用户数）/新增用户数；LTV=LT*ARPU；平均收益=LTV/CAC；LT:用户的平均生命周期；LTV：用户生命周期价值；ARPU：用户的平均收入；CAC:获客成本。① 当LTV/CAC<1时，说明用户获取越多，亏损越严重，商业变现失败，缺乏明确的变现方式。② 当1 ≤LTV/CAC < 3时，说明产品是有明确的变现方式的，获客可以获得正向收益，存在一定的发展空间，但收益与成本的转化率较低。③ 当3≤LTV/CAC < 5时，可以判断该产品的发展潜力较大，模式更容易被认可。④ 当LTV/CAC≥5时，说明市场拓展太保守，为了保持该转化率，过于严控获客成本，不利于开拓市场，应该加大投入。

Based on the user value of newly activated toy-category users on the Douyin Platform in Sichuan Province, this dataset evaluates the rationality of applying the Life Cycle Value model to assess enterprises' Customer Acquisition Cost (CAC).

Simply put, when acquiring new users, the total value a single user brings to the product over their entire life cycle (LTV, User Life Time Value) should be greater than the cost incurred to acquire this new user (CAC, Customer Acquisition Cost). Otherwise, the more users are acquired, the longer the payback period will be and the lower the average revenue will be.

This evaluation dataset is applicable to all enterprises in the consumer goods industry, providing data support for their marketing policy formulation, promotional expense management and other related business decisions.

The core formulas of the model are as follows:
LT (Average User Life Time) = (Number of new users + 1-day retained users + 2-day retained users + 3-day retained users + 4-day retained users + … + 14-day retained users) / Number of new users;
LTV = LT × ARPU (Average Revenue Per User);
Average Revenue = LTV / CAC;

Where:
LT: Average user life time;
LTV: User Life Time Value;
ARPU: Average Revenue Per User;
CAC: Customer Acquisition Cost.

The rationality of customer acquisition can be judged based on the LTV/CAC ratio:
① When LTV/CAC < 1: The more users are acquired, the heavier the losses will be, indicating failed commercial monetization and a lack of clear monetization approaches.
② When 1 ≤ LTV/CAC < 3: The product has a clear monetization method, and customer acquisition yields positive returns with certain development potential, but the conversion rate between revenue and costs is relatively low.
③ When 3 ≤ LTV/CAC < 5: The product has great development potential, and its business model is more likely to be recognized by the market.
④ When LTV/CAC ≥ 5: Market expansion is too conservative; to maintain this conversion rate, customer acquisition costs are overly restricted, which hinders market expansion, and increased investment is recommended.

搜集汇总

数据集介绍

特点

该数据集包含四川省抖音平台玩具类用户的生命周期价值评价数据，共计536条记录，每日更新。应用场景主要是评估企业获客成本的合理性，适用于消费品行业企业的营销政策制定和促销费用管理。