| save_source | 2026-04-20 | 2026-04-27 | delta |
|---|---|---|---|
| 编辑器保存 | 22.47% | 21.88% | -0.58ppt |
| 捏宝登场成功 | 20.52% | 20.00% | -0.52ppt |
| 图片详情页保存 | 15.73% | 15.52% | -0.22ppt |
| 奇旅截图 | 0.08% | 0.09% | +0.01ppt |
| 我的保存 | 1.05% | 1.26% | +0.20ppt |
| action | retained_rate | churn_rate | delta | retention_uplift |
|---|---|---|---|---|
| f_like | 36.70% | 12.96% | +23.74ppt | +32.68ppt |
| f_pic_save | 44.50% | 21.80% | +22.70ppt | +25.42ppt |
| f_editor_save | 33.03% | 14.73% | +18.30ppt | +25.49ppt |
| f_pic_gen_success | 60.32% | 45.51% | +14.81ppt | +14.12ppt |
| f_pic_gen_start | 58.49% | 44.48% | +14.01ppt | +13.34ppt |
| f_oc_publish | 28.21% | 14.73% | +13.48ppt | +20.07ppt |
| f_oc_create | 32.11% | 20.18% | +11.93ppt | +15.22ppt |
| f_feed_next_page | 32.80% | 23.71% | +9.09ppt | +10.91ppt |
| retained_d1 | stage | stage_users | stage_retention_rate | churn_share_within_churn | retained_share_within_retained |
|---|---|---|---|---|---|
| S1_看了未下滑 | 728 | 37.36% | 67.16% | 62.39% | |
| S2_下滑未发起生成 | 100 | 37.00% | 9.28% | 8.49% | |
| S0_未看内容 | 87 | 25.29% | 9.57% | 5.05% | |
| S4_成功未保存 | 78 | 43.59% | 6.48% | 7.80% | |
| S5_已保存未捏宝创建 | 64 | 56.25% | 4.12% | 8.26% | |
| S6_已创建捏宝 | 58 | 60.34% | 3.39% | 8.03% |