| save_source | 2026-04-12 | 2026-04-19 | delta |
|---|---|---|---|
| 编辑器保存 | 21.89% | 21.54% | -0.35ppt |
| 捏宝登场成功 | 22.88% | 22.85% | -0.03ppt |
| 奇旅截图 | 0.09% | 0.10% | +0.01ppt |
| 图片详情页保存 | 15.60% | 15.72% | +0.12ppt |
| 我的保存 | 0.99% | 1.52% | +0.52ppt |
| action | retained_rate | churn_rate | delta | retention_uplift |
|---|---|---|---|---|
| f_pic_save | 54.30% | 24.05% | +30.25ppt | +25.72ppt |
| f_editor_save | 38.78% | 16.06% | +22.73ppt | +24.61ppt |
| f_like | 37.74% | 15.79% | +21.95ppt | +24.14ppt |
| f_pic_gen_success | 66.88% | 46.57% | +20.31ppt | +14.88ppt |
| f_pic_gen_start | 65.20% | 45.17% | +20.03ppt | +14.66ppt |
| f_oc_publish | 35.85% | 18.72% | +17.13ppt | +17.78ppt |
| f_oc_create | 41.30% | 26.18% | +15.12ppt | +13.22ppt |
| f_feed_next_page | 39.83% | 27.12% | +12.72ppt | +11.04ppt |
| retained_d1 | stage | stage_users | stage_retention_rate | churn_share_within_churn | retained_share_within_retained |
|---|---|---|---|---|---|
| S1_看了未下滑 | 1275 | 21.41% | 66.76% | 57.23% | |
| S2_下滑未发起生成 | 197 | 18.78% | 10.66% | 7.76% | |
| S4_成功未保存 | 153 | 27.45% | 7.40% | 8.81% | |
| S0_未看内容 | 124 | 14.52% | 7.06% | 3.77% | |
| S5_已保存未捏宝创建 | 117 | 42.74% | 4.46% | 10.48% | |
| S6_已创建捏宝 | 110 | 51.82% | 3.53% | 11.95% | |
| S3_发起未成功 | 2 | 0.00% | 0.13% | 0.00% |
同步时间：2026-04-21 12:03｜来源：新用户留存与生图保存率深度分析