美国亚马逊运动服饰榜单追踪 Amazon US Best Sellers · Top 100

深度分析

2026-11-06 · 共 16 个分析，16 个已激活 （数据够天数后自动上线，由每日自我改进循环接管）

选择日期： 11-0611-0511-0411-0311-0211-0110-3110-3010-2910-2810-2710-2610-2510-24
类目集中度 23 天价格与排名关系 23 天评分格局 23 天标题与卖点情报 23 天类目热度指数 23 天评论增速（销量代理） 23 天异常检测 23 天品牌攻防 23 天价格带迁移 23 天机会缺口 23 天排名动量 23 天预测与自校验 23 天listing 运营因子 23 天定价心理 23 天类目货架结构 23 天销量估算模型（自校准） 23 天

结构面

类目集中度CR4/CR10/HHI：这个类目是几个大牌说了算，还是散兵游勇

Competitive Swimwear
796
CR4 47% · 样本 100
Dance Apparel
464
CR4 31% · 样本 100
Tennis Clothing
444
CR4 33% · 样本 100
Martial Arts Clothing
414
CR4 32% · 样本 100
集中度差异在已识别品牌的商品中，Competitive Swimwear 最集中（HHI 796，前 4 名品牌占 47%，样本 100 个）；Running Clothing 最分散（HHI 164，样本 100 个）。集中度高 = 新玩家难切，分散 = 长尾机会多。
口径与样本集中度只统计**已采集到品牌**的排名位（各类目平均覆盖 100%），未采集到品牌的位置不参与计算——否则等于凭空造出一个占最大份额的「未知品牌」，HHI 会虚高。详情层每天按排名补齐，覆盖率会随天数上升。

HHI（越高越集中）

Competitive Swimwear796Dance Apparel464Tennis Clothing444Martial Arts Clothin414Golf Clothing390Gymnastics Clothing360Volleyball Clothing320Yoga Clothing316Soccer & Futsal 308Cycling Clothing274Basketball Clothing264Baseball Clothing252Hiking & Outdoor220Snowboarding Clothin196Ski Clothing180Running Clothing164

各类目集中度（按 HHI 降序，仅计已识别品牌）

分类品牌数CR4CR10HHI样本品牌覆盖
Competitive Swimwear3847%68%796100100%
Dance Apparel5831%48%464100100%
Tennis Clothing4733%56%444100100%
Martial Arts Clothing5332%52%414100100%
Golf Clothing5031%53%390100100%
Gymnastics Clothing5329%47%360100100%
Volleyball Clothing5425%46%320100100%
Yoga Clothing6925%38%316100100%
Soccer & Futsal Clothing5525%45%308100100%
Cycling Clothing6023%42%274100100%
Basketball Clothing6323%40%264100100%
Baseball Clothing6522%40%252100100%
Hiking & Outdoor Recreation Clothing6920%34%220100100%
Snowboarding Clothing7318%31%196100100%
Ski Clothing7014%28%180100100%
Running Clothing7614%26%164100100%

价格与排名关系同一类目里，便宜是不是真的更靠前（Spearman 秩相关 + 十分位价格）

价格敏感类目（便宜的名次更好）1 个类目呈明显正相关：价格越低名次越好，典型是 Snowboarding Clothing（ρ=+0.27）——这类目里低价走量是有效打法。
头尾价格对比前 10 名的中位价 $18.99，第 91-100 名 $19.48（头部更便宜）。

按排名分位的价格中位数

第1-10名19第11-20名17第21-30名18第31-40名18第41-50名18第51-60名20第61-70名17第71-80名15第81-90名20第91-100名19

各类目价格-排名秩相关（负=越贵名次越好，正=越便宜名次越好）

分类ρ中位价样本解读
Hiking & Outdoor Recreation Clothing-0.1216.9873关系不明显
Martial Arts Clothing-0.1229.6362关系不明显
Volleyball Clothing-0.0924.9975关系不明显
Soccer & Futsal Clothing-0.0719.9972关系不明显
Tennis Clothing-0.0517.9669关系不明显
Yoga Clothing-0.0419.9979关系不明显
Ski Clothing+0.0214.9986关系不明显
Running Clothing+0.0417.9878关系不明显
Golf Clothing+0.0617.9971关系不明显
Gymnastics Clothing+0.0714.9997关系不明显
Cycling Clothing+0.1014.9875关系不明显
Basketball Clothing+0.1319.9967关系不明显
Dance Apparel+0.1413.7384关系不明显
Competitive Swimwear+0.1929.9975关系不明显
Baseball Clothing+0.1919.9973关系不明显
Snowboarding Clothing+0.2713.9577便宜更靠前

评分格局哪些商品叫好不叫座，哪些评分一般却排名很高

评分格局 计算失败TypeError: unsupported format string passed to NoneType.__format__

标题与卖点情报从标题里提炼属性词，看什么属性更容易上榜、卖什么价

上榜最多的卖点词高个（20 个排名位，中位价 $20.45，中位排名 11）、袜子（53 个排名位，中位价 $18.09，中位排名 40）、紧身裤（82 个排名位，中位价 $19.99，中位排名 44）。
低于均价且排名更好的属性男士、透气/网眼、防晒 —— 这些属性在榜单里更偏「性价比」定位。
能卖更贵且排名更好高个、娇小、袜子、紧身裤、口袋、高腰 —— 溢价属性，适合做高价款。

标题高频词

workout469athletic461sleeve448running391shorts388long372shirts316soft314men's308pants306pockets298lightweight294casual288winter287yoga276breathable260tops256women's233

属性词表现（按中位排名排序，越低越好）

全站基准：中位价 $17.99，中位排名 50。出现少于 8 次的属性不列出。

属性排名位中位价中位排名平均评分最好名次价格 vs 全站排名 vs 全站
高个2020.4511.04.461+2.46-40
娇小1933.14354.291+15.15-16
袜子5318.09404.562+0.10-10
紧身裤8219.9943.54.441+2.00-7
口袋32024.9945.04.411+7.00-6
高腰17519.99464.411+2.00-4
卫衣19825.9946.54.361+8.00-4
男士59814.9947.04.51-3.00-4
拉链16626.9947.54.41+9.00-3
透气/网眼28114.99484.511-3.00-2
防晒1139.99484.473-8.00-2
多件装23619.9849.04.491+1.99-2
聚酯纤维1922.46494.4613+4.47-2
宽松18124.99494.361+7.00-2
压缩7824.0050.54.492+6.01+0
速干36414.9951.04.481-3.00+0
女士83719.99514.41+2.00+0
保暖/抓绒24718.99534.471+1.00+2
短裤36617.9953.04.482+0.00+2
儿童/青少年22214.9954.04.61-3.00+4
T恤9814.9954.54.492-3.00+4
弹力/氨纶17517.99554.451+0.00+4
纯棉7213.0455.54.413-4.95+5
羊毛/美利奴1914.98594.522-3.01+8
无缝3419.9963.54.4211+2.00+13
背心2516.49664.4330-1.50+16
大码1121.99724.34+4.00+22

listing 运营因子视频/A+/图片/变体/尺码/颜色/卖点/上架时间/卖家类型，哪些和排名有关系

详情样本
1038
个不同 ASIN（1600 行去重后）
有视频
18%
190 个
图片中位数
6.0
张
上架天数中位
807.0
可解析 838 个
排名差最大的因子颜色可选数 上差异最明显：颜色多的一组中位排名 42（477 个），颜色少的一组 55（532 个），差 -13 名；中位价 $18.99 vs $17.99。其余依次是 视频 -11、变体数量 -11、上架时间 -6。
差异太小，别过度解读8 个能比的因子里，中位排名差最大也只有 13 名，而样本的排名区间横跨 1-100 名。同一个「更便宜」的分组给出相反的排名结果，说明单日数据下这些 2-3 名的差距基本落在噪声里；要下结论得等详情覆盖率上来、并且控制住类目和价格再算。另一头倒是有个符合直觉的：颜色可选数 里「有」的一组中位价贵 $1.00、排名靠前 13 名，像是高配撑溢价。
A+ 字段没有采到，本项无结论详情层 1038 个商品的 has_aplus 全是 0 —— 更可能是详情解析没识别出 A+ 模块，而不是「这个榜单上没人做 A+」。所以 A+ 已从对比里剔除，等采集口径修好再算，不能反推 A+ 无效。
样本不足被剔除的因子A+ 页面（0 vs 1009） —— 一组不足 8 个样本，中位数不可靠，已跳过。
这是相关性，不是因果样本是 1038 个已采集详情的商品（对应 1600 个排名位、共 1600 个），只有一个日期，没有对照组也没有时间先后。卖得好的商品更可能去配视频、加图片、开变体 —— 方向更可能是「排名高 → 运营投入多」，不能读成「加个视频就能上榜」。再者这份样本偏头部：有详情的排名位平均第 50 名，没详情的平均第 0 名（详情层按排名从上往下补采），所以结论只对头部商品成立，不能外推到 50 名以后。上架时间可解析 838/1038 个（其余格式不符已跳过），卖家可识别 746/1038 个；字段覆盖率见下表 n 列。

「有/高」一组的商品数（越大越常见）

颜色可选数477视频190变体数量503上架时间419尺码可选数267卖家类型77图片数量110卖点条数74

运营因子「有 vs 无」对比（按排名差升序，负=有该因子更靠前）

样本：1038 个已采集详情的商品（同一 ASIN 跨类目只计一次）。连续型因子按中位数切两半，差值为 0 说明两组位置基本一样。排名差为负 = 「有/高」那一组排名更靠前。

因子分组商品数中位排名中位价平均评分排名差(有-无)
颜色可选数（中位 15）颜色多4774218.994.45-13
颜色少53255.017.994.46—
视频有视频19039.019.994.43-11
无视频8195017.994.46—
变体数量（中位 19）多变体5034319.994.46-11
少变体50654.017.464.45—
上架时间（中位 807）上架久（>中位）4194619.994.47-6
上架新（≤中位）4195216.994.44—
尺码可选数（中位 6）尺码多2674522.234.47-5
尺码少74250.016.994.45—
卖家类型Amazon 自营774426.104.46-3
第三方卖家6694717.714.47—
图片数量（中位 6）多图（>中位）11047.017.994.46-1
少图（≤中位）83248.018.934.45—
卖点条数（中位 5）卖点多7448.520.514.43+0
卖点少9354817.994.46—

定价心理价格尾数 .99/.95/.49/整数 各占什么位置，折扣力度和评分数量的关系

定价心理 计算失败TypeError: unsupported format string passed to NoneType.__format__

类目货架结构各类目的价格分布、材质与性别构成、视频/图片配置，找货架还空着的类目

Gymnastics Clothing
14.99
中位价 · 视频覆盖 10% · 空白度 98
Dance Apparel
13.73
中位价 · 视频覆盖 13% · 空白度 85
Snowboarding Clothing
13.95
中位价 · 视频覆盖 12% · 空白度 84
Basketball Clothing
19.99
中位价 · 视频覆盖 17% · 空白度 66
货架最空的类目Gymnastics Clothing（空白度 98）：100 个详情样本里只有 10% 带视频，价格带 P25-P75 只跨 $11.19~$17.99（0.45 倍中位价），说明货架主要集中在同一种价位和同一种配置上。同类目还有 Dance Apparel（85）、Snowboarding Clothing（84）。
已经卷起来的类目Soccer & Futsal Clothing（空白度 26）视频覆盖率 26%（100 个详情样本），价格也铺得开 —— 这类目基本要靠内容和价格同时到位才挤得进去，不适合轻装上阵。
A+ 比例这一列现在是废的全部 16 个类目的 A+ 比例都是 0% —— 与 listing 运营因子一致，是详情解析没识别出 A+ 模块，不是真的没人做。这一列暂时不能用来判断货架配置。
口径与局限价格四分位来自榜单层（价格覆盖近 100%），每个类目 100 个排名位，是稳的；材质/视频/图片来自商品详情层，只有 1600/1600 个排名位有详情（各类目 100~100 个，视频比例的分母就这么大，波动会很明显）。材质字段另有覆盖问题，各类目可用材质样本 78~90 个，且是关键字命中不是成分占比。department 平均覆盖 66%，缺失时用标题里的 men/women/kids 兜底，unisex 商品可能被标题误判。空白度 = 视频覆盖率 60% + 价格带宽窄 40% （各自在类目间归一化），是个启发式排序，不是收益预测。

各类目视频覆盖率（%，详情样本内）

Volleyball Clothing28Soccer & Futsal 26Cycling Clothing25Martial Arts Clothin24Tennis Clothing21Baseball Clothing20Hiking & Outdoor19Running Clothing19Yoga Clothing19Basketball Clothing17Competitive Swimwear16Golf Clothing15Ski Clothing15Dance Apparel13Snowboarding Clothin12Gymnastics Clothing10

货架空白度（越高越空）

Gymnastics Clothing98Dance Apparel85Snowboarding Clothin84Basketball Clothing66Competitive Swimwear64Running Clothing59Golf Clothing54Baseball Clothing53Ski Clothing43Yoga Clothing41Volleyball Clothing40Martial Arts Clothin38Cycling Clothing35Tennis Clothing34Hiking & Outdoor30Soccer & Futsal 26

各类目货架配置（按价格中位数升序）

材质/视频/图片的分母是「该类目已采集详情的商品数」（最后一列），不是 100；性别占比的分母是全类目，department 缺失时用标题关键字兜底。

分类P25中位价P75价格跨度 P75-P25纯棉%涤纶%尼龙%弹力%女士%男士%儿童%有视频%平均图片详情样本
Dance Apparel9.9913.7316.997.03.350.030.057.834.02.064.013.05.73100
Snowboarding Clothing9.9813.9517.998.017.244.64.818.173.018.02.012.05.81100
Cycling Clothing9.9914.9819.9910.03.878.212.825.653.041.03.025.05.94100
Gymnastics Clothing11.1914.9917.996.85.864.022.165.115.00.085.010.05.47100
Ski Clothing9.9914.9925.9215.934.858.33.631.057.034.05.015.05.75100
Hiking & Outdoor Recreation Clothing9.9916.9827.9918.05.970.611.825.956.041.00.019.05.82100
Tennis Clothing9.9917.9625.9715.985.972.911.827.149.048.01.021.05.84100
Running Clothing12.2417.9823.1410.96.859.120.539.861.033.05.019.06.03100
Golf Clothing9.9917.9926.0616.077.170.611.823.541.056.01.015.05.88100
Baseball Clothing12.1119.9924.9912.8812.861.617.414.041.044.010.020.05.47100
Basketball Clothing14.5919.9926.4911.912.265.911.023.250.043.07.017.05.98100
Soccer & Futsal Clothing12.9919.9927.9915.03.582.47.120.064.031.02.026.05.78100
Yoga Clothing12.3219.9929.9817.668.062.522.723.967.030.03.019.05.81100
Volleyball Clothing19.2324.9929.9910.7613.381.12.222.287.011.02.028.05.64100
Martial Arts Clothing19.9929.6339.9920.09.172.713.628.458.029.011.024.05.62100
Competitive Swimwear23.2329.9943.5920.360.057.344.939.347.033.020.016.05.61100

货架特征一句话（每个类目一行）

空白度高 = 视频覆盖偏低且价格带偏窄，是「货架还没铺满」的相对信号，不等于需求存在。

分类货架特征空白度
Baseball Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（62%）、男士向（44%）。53
Basketball Clothing中价主流、视频覆盖低、价格带窄、材质以涤纶为主（66%）、女士向（50%）。66
Cycling Clothing低价走量、视频中等、价格带中等、材质以涤纶为主（78%）、女士向（53%）。35
Dance Apparel低价走量、视频覆盖低、价格带窄、材质以弹力为主（58%）、儿童向（64%）。85
Golf Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（71%）、男士向（56%）。54
Gymnastics Clothing低价走量、视频覆盖低、价格带窄、材质以弹力为主（65%）、儿童向（85%）。98
Hiking & Outdoor Recreation Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（71%）、女士向（56%）。30
Martial Arts Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（73%）、女士向（58%）。38
Running Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（59%）、女士向（61%）。59
Ski Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（58%）、女士向（57%）。43
Snowboarding Clothing低价走量、视频覆盖低、价格带窄、材质以涤纶为主（45%）、女士向（73%）。84
Soccer & Futsal Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（82%）、女士向（64%）。26
Competitive Swimwear高价溢价、视频覆盖低、价格带中等、材质以涤纶为主（57%）、女士向（47%）。64
Tennis Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（73%）、女士向（49%）。34
Volleyball Clothing高价溢价、视频中等、价格带窄、材质以涤纶为主（81%）、女士向（87%）。40
Yoga Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（62%）、女士向（67%）。41

销量估算模型（自校准）不照抄第三方黑箱系数：用亚马逊自己的 "N bought in past month" 反推留评率，再用两种互相独立的估算交叉校验

榜单商品位次
1,600
本日 16 个分类的 Top 100
有销量下界的商品
1,066
占已采集 66.6%
实测留评率
6.68%
每卖出 100 件的评论数（池化估计）
两种估算一致度
1.71
中位比值，越接近 1 越一致
名次与销量的衰减比想象中陡第 1-10 名实测月销下界中位 2,500 件，第 91-100 名只有 600 件，相差 76%。冲进前 10 名的价值主要在这里。
实测留评率上限约 6.68%池化样本：1066 个商品合计评论 +3,036，对应已知月销下界合计 1,363,750 件。换算过来大约每卖出 15 件才有一条评论，高于业界常引用的 1%~5%，也就是评论比想象中「密」。方向要说清楚：亚马逊标注的是销量下界，所以这个留评率是上限、对应的倍数 15 是下限——真实销量只会更高，不会更低。用「评论数 × 100」这种高倍数估销量会把量级压得过低。
两种独立估算的交叉校验960 个商品同时有 A/B 两个估算，评论法与排名法的中位比值 1.71（1.00 表示完全一致）；两者大致吻合，说明模型可用。
这个模型不能当事实用亚马逊只给分桶下界（如「1K+」），名次段曲线来自几百个已采集样本，留评率用池化估计掩盖了品类差异。它适合横向比大小、找机会款，不适合写进合同或当成精确销量。

各名次段实测月销量下界（中位）

1-102,50011-201,00021-301,00031-401,00041-5070051-6070061-7050071-8060081-9060091-100600

榜单名次 → 实测月销量下界（经验曲线）

来自亚马逊自己标注的 "N bought in past month"，是下界不是精确值；括号区间是最小/最大值。名次段样本不足 3 个的段不显示。

名次段样本月销量下界中位区间
1-101182,500100~20,000
11-201141,00050~10,000
21-301111,00050~9,000
31-401121,00050~10,000
41-5010670050~7,000
51-609870050~9,000
61-7010150050~6,000
71-8010260050~5,000
81-909560050~5,000
91-10010960050~5,000

估算月销量最高的商品

A 排名法用名次段实测曲线；B 评论法用实测留评率换算，只对当天评论有增长的商品可算，所以大量商品是「—」。

商品分类名次A 排名法B 评论法价格亚马逊标注
Flexfit Men's Athletic Baseball Fitted CapBaseball Clothing12,5004,042$13.346K+ bought
NORTHYARD Men's Athletic Running Shorts Gym Workout Baseball Clothing22,500—$24.99900+ bought
KBETHOS Classic Unisex Cotton Adjustable Low Crown BBaseball Clothing32,5001,347$8.064K+ bought
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Baseball Clothing42,5007,636——
ALWAYS Yoga Shorts for Women – High Waisted Workout Baseball Clothing52,5001,796$9.991K+ bought
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Baseball Clothing62,5005,390$9.999K+ bought
Haloumoning Girls Athletic Shorts Kids High Waisted Baseball Clothing72,500—$8.991K+ bought
Amazon Essentials Men's Athletic Basketball Gym ShorBaseball Clothing82,5002,245——
AKAWOOKO 5 Pack Men's Athletic Gym Shorts with PockeBaseball Clothing92,500898$18.994K+ bought
BMJL 2.5" Athletic Shorts for Women Comfy High WaistBaseball Clothing102,5001,796$19.991K+ bought
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing12,5009,433$14.207K+ bought
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing22,5009,882$18.416K+ bought

两种估算差异最大的商品（疑似异常）

排名靠前但评论几乎不增长，常见原因是刚上架、变体合并、或长期断货。

商品名次A 排名法B 评论法提示
Libin Women's Joggers Pants Athletic Casual Sweatp32,500449评论远低于同类名次，疑似刚上架/评论被合并
Stelle Ballet Leotards for Girls Long Sleeve Toddl82,500449评论远低于同类名次，疑似刚上架/评论被合并
HOZIY Gymnastics Leotards for Girls Unicorn Aurora102,500449评论远低于同类名次，疑似刚上架/评论被合并
G Gradual Men's Sweatpants with Zipper Pockets Ath22,500449评论远低于同类名次，疑似刚上架/评论被合并
SANTINY Women's Track Pants 28"/30"/32"/34" | Stra102,500449评论远低于同类名次，疑似刚上架/评论被合并
Wmcaps Winter Beanie for Men Women, Soft Warm Flee62,500449评论远低于同类名次，疑似刚上架/评论被合并
G Gradual Men's Sweatpants with Zipper Pockets Ath62,500449评论远低于同类名次，疑似刚上架/评论被合并
Speedo Mens Swimsuit Jammer Endurance+ Solid USA A42,500449评论远低于同类名次，疑似刚上架/评论被合并

分类层面估算日销与日销售额（下界）

仅统计有名次段曲线的商品位次，因此是整条榜单的下界而非全量。

分类估算商品数月销量下界日销量下界日销售额下界
Baseball Clothing10092,0003,066$42,018
Basketball Clothing10092,0003,066$42,419
Competitive Swimwear10092,0003,066$84,923
Cycling Clothing10092,0003,066$37,260
Dance Apparel10092,0003,066$35,852
Golf Clothing10092,0003,066$41,215
Gymnastics Clothing10092,0003,066$43,509
Hiking & Outdoor Recreation Clothing10092,0003,066$45,766
Martial Arts Clothing10092,0003,066$60,025
Running Clothing10092,0003,066$42,179
Ski Clothing10092,0003,066$58,556
Snowboarding Clothing10092,0003,066$31,829
Soccer & Futsal Clothing10092,0003,066$48,042
Tennis Clothing10092,0003,066$45,248
Volleyball Clothing10092,0003,066$61,806
Yoga Clothing10092,0003,066$57,922

动态面

类目热度指数换血率 + 评论增速 + 价格波动合成 0-100 热度分

Yoga Clothing
50
换血 26%
Soccer & Futsal Clothing
49
换血 25%
Volleyball Clothing
45
换血 33%
Gymnastics Clothing
45
换血 44%
最热的类目Yoga Clothing（热度 50，换血 26%，评论日增中位 +4）——榜单变动快，新品有机会挤进去。
最稳的类目Snowboarding Clothing（热度 7）——榜单结构稳定，短期靠运营挤榜的难度大。

类目热度

Yoga Clothing50Soccer & Futsal 49Volleyball Clothing45Gymnastics Clothing45Running Clothing45Golf Clothing45Competitive Swimwear44Cycling Clothing44Basketball Clothing43Martial Arts Clothin42Hiking & Outdoor35Tennis Clothing33Baseball Clothing30Dance Apparel30Ski Clothing14Snowboarding Clothin7

类目热度分解（热量高=变化快）

分类热度换血率新上榜评论日增中位价格中位变动
Yoga Clothing50.526.0%26+4+0.0%
Soccer & Futsal Clothing49.225.0%25+4+0.0%
Volleyball Clothing45.233.0%33+2+0.0%
Gymnastics Clothing45.044.0%44+0+0.0%
Running Clothing45.016.0%16+5+0.0%
Golf Clothing44.827.0%27+3+0.0%
Competitive Swimwear43.843.0%43+0+0.0%
Cycling Clothing43.526.0%26+3+0.0%
Basketball Clothing43.020.0%20+4+0.0%
Martial Arts Clothing41.833.0%33+2+0.0%
Hiking & Outdoor Recreation Clothing34.819.0%19+3+0.0%
Tennis Clothing32.823.0%23+2+0.0%
Baseball Clothing30.221.0%21+2+0.0%
Dance Apparel29.526.0%26+1+0.0%
Ski Clothing14.08.0%8+2+0.0%
Snowboarding Clothing7.08.0%8+1+0.0%

评论增速（销量代理）一天涨了多少评论，反推大概卖了多少件

评论涨得最快PRETISKY Womens Flared Yoga Pants with Pockets（Basketball Clothing）一天新增 43 条评论，当前 2,607 条，排名第 5。
评论增长的普遍性1200 个连续两天在榜的商品里，945 个（79%）评论数在增长，233 个一天内没有变化；增长商品的中位日增是 +3 条（全体中位数是 +0，因为多数商品当天没有新评论，所以看增长商品的中位数更有意义）。
销量推算口径日均销量按「评论日增 ÷ 评论率」反推，评论率取 1%~5% 区间，所以给出的是一个范围而不是一个数——真实评论率 Amazon 不公开，这个指标只适合横向比较，不适合当绝对销量用。

评论日增 Top25（含销量粗略推算）

推算日销 = 评论日增 × 20 ~ ×100（对应 5%~1% 评论率），仅供横向比较。

商品分类排名评论日增累计评论推算日销(件)价格
PRETISKY Womens Flared Yoga Pants with Pockets, HighBasketball Clothing5+432,607860 ~ 4,30015.99
FITRELL 3 Pairs Compression Socks for Women and Men Running Clothing14+3040,658600 ~ 3,00012.99
SINOPHANT High Waisted Leggings Women with Pockets |Yoga Clothing4+2915,431580 ~ 2,9007.99
YUDSUD High Waisted Leggings for Women - Tummy ContrYoga Clothing7+2511,789500 ~ 2,5007.99
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing2+2272,537440 ~ 2,20018.41
Walifrey Joggers with Pockets, Drawstring SweatpantsBasketball Clothing3+2211,182440 ~ 2,2008.49
Amazon Essentials Women's Cotton Fleece Jogger SweatBasketball Clothing4+2243,448440 ~ 2,20013.10
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic NyloGolf Clothing26+2215,012440 ~ 2,20014.98
Fruit of the Loom Eversoft Fleece Elastic Bottom SweRunning Clothing3+2272,537440 ~ 2,20018.41
Amazon Essentials Women's Cotton Fleece Jogger SweatRunning Clothing6+2243,448440 ~ 2,20013.10
Walifrey Joggers with Pockets, Drawstring SweatpantsRunning Clothing8+2211,182440 ~ 2,2008.99
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing1+2164,119420 ~ 2,10014.20
Amazon Essentials Men's Fleece Open Bottom SweatpantRunning Clothing1+2164,119420 ~ 2,10014.20
Compression Shirt Men Slimming Body Shaper Vest CrewRunning Clothing30+213,098420 ~ 2,100—
Men's Stretch Tactical Pants Waterproof Ripstop FabrBasketball Clothing21+201,259400 ~ 2,00019.98
Men's Stretch Tactical Pants Waterproof Ripstop FabrHiking & Outdoor Recreation Clothing8+201,259400 ~ 2,00019.98
ROXUN Arm Sleeves Cooling UV Sun Protection Sport CoRunning Clothing32+1915,610380 ~ 1,9009.99
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Baseball Clothing4+1734,623340 ~ 1,700—
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Basketball Clothing26+1734,623340 ~ 1,700—
Carhartt Men's Iconic A18 Watch Cap BeanieHiking & Outdoor Recreation Clothing1+17175,920340 ~ 1,700—
Carhartt Men's Iconic A18 Watch Cap BeanieRunning Clothing5+17175,920340 ~ 1,700—
Carhartt Men's Iconic A18 Watch Cap BeanieSki Clothing1+17175,920340 ~ 1,700—
Carhartt Men's Iconic A18 Watch Cap BeanieSnowboarding Clothing1+17175,920340 ~ 1,700—
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Soccer & Futsal Clothing20+1734,623340 ~ 1,700—
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Yoga Clothing25+1734,623340 ~ 1,700—

各类目评论日增中位数

分类评论日增中位累计评论中位样本
Running Clothing+58,14484
Basketball Clothing+43,62280
Soccer & Futsal Clothing+43,59375
Yoga Clothing+44,50674
Cycling Clothing+33,35674
Golf Clothing+33,70973
Hiking & Outdoor Recreation Clothing+34,06781
Baseball Clothing+23,66479
Ski Clothing+23,51292
Tennis Clothing+23,55877
Volleyball Clothing+282066
Martial Arts Clothing+280066
Dance Apparel+11,59874
Snowboarding Clothing+12,82892
Gymnastics Clothing+070956
Competitive Swimwear+080557

异常检测单日价格骤变、排名跳变、评论暴增，按严重度排序

价格骤变
61
个
排名跳变
1
个
本日异常汇总价格骤变 61 个、排名跳变 1 个，最严重的是「价格骤变」：$29.99 → $57.23（+91%）。

异常明细（严重度降序）

类型商品分类变化严重度
价格骤变Sunzel Flare Leggings for Women, Crossover Yoga PaYoga Clothing$29.99 → $57.23（+91%）6.1
价格骤变Ekouaer Women's Active Performance Skort LightweigGolf Clothing$14.99 → $26.99（+80%）5.3
价格骤变The Children's Place boys Long Sleeve Thermal HenlRunning Clothing$14.97 → $24.95（+67%）4.4
价格骤变The Children's Place boys Long Sleeve Thermal HenlSki Clothing$14.97 → $24.95（+67%）4.4
价格骤变IRAMY Ankle Compression Socks Women Men Plantar FaRunning Clothing$7.59 → $11.98（+58%）3.9
价格骤变Aerynx Winter Waterproof Ski Snow Warm Gloves for Snowboarding Clothing$12.73 → $19.98（+57%）3.8
价格骤变Roadbox Boys' Swim Jammers, Quick Dry Youth CompetCompetitive Swimwear$8.99 → $12.99（+44%）3.0
价格骤变OYGSieg 6/7 Pack Men's Quick Dry Long Sleeve UPF50Cycling Clothing$23.99 → $33.98（+42%）2.8
价格骤变PINSPARK Womens Tennis Skirt Pleated Athletic GolfGolf Clothing$14.24 → $19.99（+40%）2.7
价格骤变PINSPARK Womens Tennis Skirt Pleated Athletic GolfTennis Clothing$14.24 → $19.99（+40%）2.7
价格骤变SHEWIN Women Fall Sweatshirt Casual Half Zip PulloHiking & Outdoor Recreation Clothing$19.98 → $26.99（+35%）2.3
价格骤变SHEWIN Women Fall Sweatshirt Casual Half Zip PulloSoccer & Futsal Clothing$19.98 → $26.99（+35%）2.3
价格骤变SHEWIN Women Fall Sweatshirt Casual Half Zip PulloVolleyball Clothing$19.98 → $26.99（+35%）2.3
价格骤变LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy Baseball Clothing$14.99 → $9.89（-34%）2.3
价格骤变Toes Home Pilates Socks for Women, Grip Yoga Crew Yoga Clothing$8.99 → $11.99（+33%）2.2
价格骤变SHEWIN Women's Casual Long Sleeve Stand Neck SweatHiking & Outdoor Recreation Clothing$22.49 → $28.99（+29%）1.9
价格骤变SHEWIN Women's Casual Long Sleeve Stand Neck SweatSoccer & Futsal Clothing$22.49 → $28.99（+29%）1.9
价格骤变SHEWIN Women's Casual Long Sleeve Stand Neck SweatVolleyball Clothing$22.49 → $28.99（+29%）1.9
价格骤变Trendy Queen Womens Hoodies Oversized Sweatshirt |Yoga Clothing$27.99 → $19.99（-29%）1.9
价格骤变Under Armour Kids Boy's Showdown Pants (Big Kids)Martial Arts Clothing$48.11 → $60.00（+25%）1.6
价格骤变DIPUG Girls Ballet Leotards with Removable Skirt TDance Apparel$12.99 → $9.88（-24%）1.6
价格骤变PRETISKY Womens Flared Yoga Pants with Pockets, HiBasketball Clothing$12.98 → $15.99（+23%）1.5
价格骤变Saloogoe Sweatshirt for women Fall Outfits 2026 FaHiking & Outdoor Recreation Clothing$12.99 → $9.99（-23%）1.5
价格骤变Saloogoe Sweatshirt for women Fall Outfits 2026 FaSoccer & Futsal Clothing$12.99 → $9.99（-23%）1.5
价格骤变Saloogoe Sweatshirt for women Fall Outfits 2026 FaVolleyball Clothing$12.99 → $9.99（-23%）1.5
价格骤变Winter Beanie Hat Scarf Gloves Set with Ear Muff WSki Clothing$25.99 → $19.99（-23%）1.5
价格骤变Winter Beanie Hat Scarf Gloves Set with Ear Muff WSnowboarding Clothing$25.99 → $19.99（-23%）1.5
价格骤变Winter Beanie Hat Scarf Gloves, Unisex Warm FleeceSnowboarding Clothing$25.99 → $19.99（-23%）1.5
价格骤变Capezio Women's Camisole Leotard With Clear TransiGymnastics Clothing$23.20 → $28.40（+22%）1.5
价格骤变Russell Athletic Men's Mesh Pocket ShortBaseball Clothing$12.99 → $15.79（+22%）1.4

品牌攻防固定同一批商品比较排名质量：谁在往上抢席位，谁在往下掉

可比商品
1202
两天都识别出品牌
有变化品牌
343
共 368 个品牌
新进榜商品
381
176 个品牌
抢位最猛CRZ YOGA：34 个在榜商品权重分 1,754 → 1,808（+54，相对 +3.1%），Top20 席位 -1。
失位最多SANTINY：16 个在榜商品权重分 978 → 877（-101，相对 -10.3%），Top20 席位 -1。
真·新进榜品牌G Gradual（27 个商品）、PINSPARK（19 个商品）、Under Armour（11 个商品）、CRZ YOGA（10 个商品）、Speedo（10 个商品）、Nike（8 个商品）、Hanes（7 个商品）、MAGCOMSEN（7 个商品），共 381 个新商品。
口径说明只统计「两天都识别出品牌」的同一批 1202 个商品；权重分 = Σ(101-排名)，越高说明该品牌占的位置越好。另有 0 个排名位尚未采集到品牌，不计入。

品牌排名质量变动（按权重分变化绝对值排序）

只比较两天都识别出品牌的同一批商品，避免详情采集进度造成虚假增减。

品牌在榜商品今日权重分变动相对变化Top20 席位Top50 席位今日中位价价格变动
SANTINY16877-101-10.3%-1-2——
G Gradual321,779-70-3.8%+0+0——
PINSPARK301,726-70-3.9%+0-219.99+1.00
Zaclotre7246-65-20.9%+0+014.99+0.00
CRZ YOGA341,808+54+3.1%-1+028.00+0.00
Trendy Queen221,532+44+3.0%+0+119.99-3.00
Capezio6280+38+15.7%+0+120.80+0.00
PFFY3132-38-22.4%+0-1——
BOOJO19724+34+4.9%+0+012.59+0.00
UNIANKIYA3147+32+27.8%+0+017.99-2.00
Nokecina179+32+68.1%+0+111.99+2.01
OFEEFAN4138-30-17.9%+0+0——
AmazonEssentials8489-29-5.6%+0-119.99+0.00
AVGO6322+29+9.9%+0+025.97+0.00
Fawarior239+28+254.5%+0+05.39+0.00
MdnMd5237+27+12.9%+0+014.98+0.00
Sunzel2108-27-20.0%+0+057.23+27.24
KIDDAD138-27-41.5%+0-125.99+0.00
SHEWIN10458-26-5.4%+0+028.99+6.50
Vgogfly4215+26+13.8%+0+05.99+0.00
Sporti4143-26-15.4%+0+029.97+0.00
Amazon Essentials251,608+25+1.6%+0+013.10+0.00
REACH STAR145+25+125.0%+0+08.99+0.00
Speedo11675-25-3.6%+0+033.00+0.00
NPJY7371-24-6.1%+0+07.95+0.00

价格带迁移商品在价格带之间怎么流动，哪个带在吸货

留在原带
863
95%
涨价带
26
个
降价带
21
个
价格带流动性910 个可比商品中 863 个（95%）留在原价格带，26 个涨带、21 个降带。
吸货/失血的价位15-20 美元带净流入 +17 个商品，10-15 美元带净流出 -13 个。

价格带流向 Top15

迁移商品数
20-30 → 15-2013
10-15 → 15-2010
10-15 → <105
15-20 → 20-305
<10 → 10-154
10-15 → 20-303
30-50 → 20-302
30-50 → 50-1002
20-30 → 30-501
15-20 → 10-151
20-30 → 50-1001

各价格带净流入

价格带净流入
15-20+17
50-100+3
<10+1
30-50-3
20-30-5
10-15-13

跨带幅度最大

商品分类价格幅度排名
Sunzel Flare Leggings for Women, Crossover Yoga PaYoga Clothing29.99 → 57.23+91%17
Ekouaer Women's Active Performance Skort LightweigGolf Clothing14.99 → 26.99+80%74
The Children's Place boys Long Sleeve Thermal HenlRunning Clothing14.97 → 24.95+67%37
The Children's Place boys Long Sleeve Thermal HenlSki Clothing14.97 → 24.95+67%5
IRAMY Ankle Compression Socks Women Men Plantar FaRunning Clothing7.59 → 11.98+58%70
Aerynx Winter Waterproof Ski Snow Warm Gloves for Snowboarding Clothing12.73 → 19.98+57%62
Roadbox Boys' Swim Jammers, Quick Dry Youth CompetCompetitive Swimwear8.99 → 12.99+44%28
OYGSieg 6/7 Pack Men's Quick Dry Long Sleeve UPF50Cycling Clothing23.99 → 33.98+42%76
PINSPARK Womens Tennis Skirt Pleated Athletic GolfGolf Clothing14.24 → 19.99+40%44
PINSPARK Womens Tennis Skirt Pleated Athletic GolfTennis Clothing14.24 → 19.99+40%39
SHEWIN Women Fall Sweatshirt Casual Half Zip PulloHiking & Outdoor Recreation Clothing19.98 → 26.99+35%87
SHEWIN Women Fall Sweatshirt Casual Half Zip PulloSoccer & Futsal Clothing19.98 → 26.99+35%86
SHEWIN Women Fall Sweatshirt Casual Half Zip PulloVolleyball Clothing19.98 → 26.99+35%33
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy Baseball Clothing14.99 → 9.89-34%56
Toes Home Pilates Socks for Women, Grip Yoga Crew Yoga Clothing8.99 → 11.99+33%71

机会缺口评论涨得快 + 排名在升 + 价格低于类目中位 = 潜力款候选

综合分最高PRETISKY Womens Flared Yoga Pants with Pockets（Basketball Clothing）得分 72.2：评论 +43，排名 8→5，价格 $15.99。
评分口径提醒这是启发式打分（评论增速 45% + 排名上升 30% + 低于类目均价 15% + 评分 10%），用于缩小人工复核范围，不是销量预测。

潜力款候选 Top20

商品分类综合分排名排名变动评论日增价格评分入选理由
PRETISKY Womens Flared Yoga Pants with Pockets, Basketball Clothing72.25+3+4315.994.4评论+43、排名升3、低于类目均价、评分≥4.3
FITRELL 3 Pairs Compression Socks for Women and Running Clothing56.4140+3012.994.4评论+30、低于类目均价、评分≥4.3
SINOPHANT High Waisted Leggings Women with PockeYoga Clothing55.340+297.994.4评论+29、低于类目均价、评分≥4.3
YUDSUD High Waisted Leggings for Women - Tummy CYoga Clothing51.270+257.994.3评论+25、低于类目均价、评分≥4.3
Walifrey Joggers with Pockets, Drawstring SweatpRunning Clothing51.08+4+228.994.4评论+22、排名升4、低于类目均价、评分≥4.3
Nokecina 2 Pack Leotard for Girls Gymnastics SpaGymnastics Clothing49.522+32+111.994.7评论+1、排名升32、低于类目均价、评分≥4.3
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic Golf Clothing48.826+1+2214.984.7评论+22、排名升1、低于类目均价、评分≥4.3
Fruit of the Loom Eversoft Fleece Elastic BottomBasketball Clothing48.020+2218.414.4评论+22、低于类目均价、评分≥4.3
Walifrey Joggers with Pockets, Drawstring SweatpBasketball Clothing48.030+228.494.4评论+22、低于类目均价、评分≥4.3
Amazon Essentials Women's Cotton Fleece Jogger SBasketball Clothing48.040+2213.104.3评论+22、低于类目均价、评分≥4.3
Amazon Essentials Women's Cotton Fleece Jogger SRunning Clothing48.060+2213.104.3评论+22、低于类目均价、评分≥4.3
Amazon Essentials Men's Fleece Open Bottom SweatBasketball Clothing47.010+2114.204.5评论+21、低于类目均价、评分≥4.3
Amazon Essentials Men's Fleece Open Bottom SweatRunning Clothing47.010+2114.204.5评论+21、低于类目均价、评分≥4.3
ROXUN Arm Sleeves Cooling UV Sun Protection SporRunning Clothing45.632+1+199.994.5评论+19、排名升1、低于类目均价、评分≥4.3
6 Pack Copper Compression Socks for Women and MeSki Clothing44.435+5+1519.994.4评论+15、排名升5、低于类目均价、评分≥4.3
Amazon Essentials Men's Moisture Wicking BreathaHiking & Outdoor Recreation Clothing43.766+17+612.334.4评论+6、排名升17、低于类目均价、评分≥4.3
REACH STAR Winter Gloves for Women Touch Screen Hiking & Outdoor Recreation Clothing43.356+2508.994.3排名升25、低于类目均价、评分≥4.3
Fawarior High Waisted Leggings for Women, Full LYoga Clothing43.076+16+65.394.6评论+6、排名升16、低于类目均价、评分≥4.3
Roadbox Boys Thermal Compression Shirt, Fleece LSki Clothing42.976+23+19.994.7评论+1、排名升23、低于类目均价、评分≥4.3
Amazon Essentials Men's Full-Zip Fleece Hoodie SYoga Clothing41.750+1615.904.5评论+16、低于类目均价、评分≥4.3

趋势面

排名动量最近几天的排名斜率：谁在稳步上冲，谁在滑落

样本
1722
个商品有 ≥3 天数据
上冲
984
个
滑落
704
个
上冲最快Winter Gloves Men Women Made with Graphene & 平均每天前进 31.0 名，3 天内从第 99 名到第 37 名。
滑落最快Century Star Knee High Socks for Women Long 平均每天后退 42.0 名。

排名上冲 Top20

商品分类现排名斜率累计变动天数
Winter Gloves Men Women Made with Graphene & 3M ThSnowboarding Clothing37-31.0/天-623
Taubow 2 Packs Gymnastics Leotards for Girls Kids Gymnastics Clothing29-25.0/天-503
Nike Men's Sportswear Club T-ShirtGolf Clothing50-22.5/天-453
Nike Men's Sportswear Club T-ShirtTennis Clothing48-22.0/天-443
REACH STAR Winter Gloves for Women Touch Screen ThHiking & Outdoor Recreation Clothing56-21.5/天-433
Nymphperi Gymnastics Leotards for Girls Long SleevGymnastics Clothing28-20.5/天-413
MdnMd Girls' Women's Ballet Tights Ultra Soft ConvDance Apparel38-20.0/天-614
Arshiner Girls Ruffle Sleeve Ballet Leotard Criss-Dance Apparel20-20.0/天-403
G Gradual 28"/30"/32"/34" Inseam Women's Yoga PantYoga Clothing61-19.5/天-393
jaxmonoy Slouchy Knit Beanie Hat for Women Winter Snowboarding Clothing42-19.0/天-383
Trendy Queen Women’s Fleece Oversized Mock Neck SwHiking & Outdoor Recreation Clothing26-18.8/天-725
Tstiti Gymnastics Leotards for Girls Long Sleeve OGymnastics Clothing41-18.5/天-373
G Gradual Men's Fleece Lined Winter Pants with 3 ZBasketball Clothing65-17.5/天-353
MOERDENG Women's Ski Jacket Warm Winter Coat SnowbSki Clothing42-17.5/天-353
SELINK Womens Varsity Striped Oversized SweatshirtVolleyball Clothing57-17.0/天-343
THE NORTH FACE TNF Logo Box Cuffed Beanie | ClassiSki Clothing64-17.0/天-343
CRZ YOGA 2 in 1 Double Layer Running Shorts 3" | HBaseball Clothing55-16.5/天-333
Under Armour Kids HeatGear Armour Short Sleeve (BiCycling Clothing58-16.5/天-333
SANTINY Lightweight Long Sleeve Workout Tops for WYoga Clothing41-16.0/天-515
Trendy Queen Women’s Fleece Oversized Mock Neck SwSoccer & Futsal Clothing26-14.8/天-656

排名滑落 Top20

商品分类现排名斜率累计变动天数
Century Star Knee High Socks for Women Long Tube SSoccer & Futsal Clothing99+42.0/天+843
Mens Sweatsuit 2 Piece Fleece Hoodie Tracksuit SofMartial Arts Clothing91+35.0/天+703
Facitisu Track Suits for Women Set Sweatsuits 2 PiMartial Arts Clothing84+34.5/天+693
ZOORON Beanie for Men Women Warm Winter hat AcryliSnowboarding Clothing99+29.5/天+593
SUPRNOWA Full Body Unitard Turtleneck Spandex FootGymnastics Clothing96+29.5/天+593
speerise Long Sleeve Bodysuit One Piece Bodycon TuGymnastics Clothing97+29.0/天+583
Century Star Beanie for Men Women Black Skull Cap Ski Clothing100+28.9/天+884
OVIGILY Women's Long Sleeve Unitard Dance Costume Gymnastics Clothing96+28.0/天+563
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy Soccer & Futsal Clothing91+27.4/天+814
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy Yoga Clothing70+27.0/天+543
VZV 2T-6Y Toddler Thermal Set Thermal Underwear foSki Clothing98+27.0/天+543
Ekkovision Lifestyle Beaters, Men's Tank Tops, OrgYoga Clothing80+25.0/天+503
AGLIFEFY Winter Beanie Knit Cuffed Plain Hats SkulSki Clothing85+24.5/天+493
YAYOUREL Neck Gaiter Face Mask Covering Bandanas fSnowboarding Clothing87+24.5/天+493
PINSPARK Tennis Skirts for Women High Waisted GolfTennis Clothing94+24.5/天+493
Sarfel Sequin Skirt for Women Sparkly Skirt for WoDance Apparel85+23.5/天+473
Century Star Cotton Slouchy Beanie for Men Women, Ski Clothing92+23.5/天+473
AGLIFEFY Winter Beanie Knit Cuffed Plain Hats SkulSnowboarding Clothing95+23.4/天+734
Coseaon 80s Tracksuit for Women Retro Windbreaker Martial Arts Clothing96+23.0/天+463
NPJY Baseball Cap Golf Dad Hat Adjustable OriginalRunning Clothing97+23.0/天+463

预测

预测与自校验对明天做预测，第二天用真实结果给自己打分，命中率低就自动调阈值

累计预测
582
条
命中
297
条
命中率
51%
全部历史
预测命中率历史 582 条预测命中 297 条（51%）。命中率低于 50% 时 self_improve 会自动放宽阈值，高于 80% 时收紧。

对 2026-11-07 的预测（5 条掉榜风险 / 2 条上冲潜力）

类型商品分类置信度依据
掉榜风险Zaclotre Gymnastics Leotards for Girls Sparkly Ugymnastics1.00排在第 98 名且比昨天后退 41 名
掉榜风险HonestBaby Boys' Baby Toddler & Kid Waffle Henleski1.00排在第 100 名且比昨天后退 16 名
掉榜风险beautyin Womens One Piece Swimsuits Athletic Racswimwear1.00排在第 99 名且比昨天后退 20 名
掉榜风险PINSPARK 2 Piece Sets for Women Half Zip Lounge volleyball1.00排在第 96 名且比昨天后退 23 名
掉榜风险Amazon Essentials x Sofia Grainge Women's Relaxevolleyball1.00排在第 98 名且比昨天后退 34 名
上冲潜力Nokecina 2 Pack Leotard for Girls Gymnastics Spagymnastics0.71第 22 名，一天前进 32 名，评论 +1
上冲潜力Trendy Queen Womens Cropped Tops Crewneck Sweatsvolleyball0.49第 31 名，一天前进 21 名，评论 +1

历史命中率（逐日）

预测日条数命中命中率
2026-11-0516956%
2026-11-0416956%
2026-11-03161062%
2026-11-02191368%
2026-11-01252496%
2026-10-3115747%
2026-10-309778%
2026-10-2910770%
2026-10-28211676%
2026-10-2712758%
2026-10-268675%
2026-10-2510660%
2026-10-24131077%
2026-10-23151067%
2026-10-2210990%
2026-10-21341235%
2026-10-194012%
2026-10-18513263%
2026-10-171085147%
2026-10-161345138%