| save_source | 2026-04-15 | 2026-04-22 | delta |
|---|---|---|---|
| 编辑器保存 | 20.35% | 19.02% | -1.32ppt |
| 捏宝登场成功 | 17.84% | 17.45% | -0.38ppt |
| 奇旅截图 | 0.17% | 0.09% | -0.09ppt |
| 图片详情页保存 | 15.15% | 15.18% | +0.03ppt |
| 我的保存 | 0.17% | 0.79% | +0.61ppt |
| action | retained_rate | churn_rate | delta | retention_uplift |
|---|---|---|---|---|
| f_like | 34.45% | 11.13% | +23.32ppt | +34.25ppt |
| f_pic_save | 42.11% | 22.94% | +19.17ppt | +21.17ppt |
| f_pic_gen_success | 59.33% | 42.03% | +17.30ppt | +16.05ppt |
| f_pic_gen_start | 57.18% | 40.25% | +16.93ppt | +15.77ppt |
| f_editor_save | 27.51% | 14.15% | +13.36ppt | +20.10ppt |
| f_feed_next_page | 33.01% | 22.12% | +10.90ppt | +13.10ppt |
| f_oc_publish | 22.73% | 14.42% | +8.30ppt | +13.36ppt |
| f_comment | 5.98% | 0.82% | +5.16ppt | +45.40ppt |
| retained_d1 | stage | stage_users | stage_retention_rate | churn_share_within_churn | retained_share_within_retained |
|---|---|---|---|---|---|
| S1_看了未下滑 | 767 | 34.29% | 69.23% | 62.92% | |
| S2_下滑未发起生成 | 116 | 34.48% | 10.44% | 9.57% | |
| S0_未看内容 | 87 | 24.14% | 9.07% | 5.02% | |
| S4_成功未保存 | 79 | 44.30% | 6.04% | 8.37% | |
| S5_已保存未捏宝创建 | 56 | 67.86% | 2.47% | 9.09% | |
| S6_已创建捏宝 | 39 | 48.72% | 2.75% | 4.55% | |
| S3_发起未成功 | 2 | 100.00% | 0.00% | 0.48% |
同步时间：2026-04-24 10:01｜来源：新用户留存与生图保存率深度分析