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

深度分析

2026-11-02 · 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
756
CR4 45% · 样本 100
Tennis Clothing
454
CR4 34% · 样本 100
Golf Clothing
386
CR4 32% · 样本 100
Martial Arts Clothing
346
CR4 29% · 样本 100
集中度差异在已识别品牌的商品中，Competitive Swimwear 最集中（HHI 756，前 4 名品牌占 45%，样本 100 个）；Ski Clothing 最分散（HHI 156，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 Swimwear756Tennis Clothing454Golf Clothing386Martial Arts Clothin346Gymnastics Clothing342Volleyball Clothing336Dance Apparel316Soccer & Futsal 300Basketball Clothing260Cycling Clothing252Yoga Clothing246Baseball Clothing230Hiking & Outdoor202Running Clothing200Snowboarding Clothin186Ski Clothing156

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 Swimwear4145%65%756100100%
Tennis Clothing5134%51%454100100%
Golf Clothing5532%48%386100100%
Martial Arts Clothing5729%47%346100100%
Gymnastics Clothing5427%47%342100100%
Volleyball Clothing5226%48%336100100%
Dance Apparel6124%40%316100100%
Soccer & Futsal Clothing6026%45%300100100%
Basketball Clothing6523%39%260100100%
Cycling Clothing6422%40%252100100%
Yoga Clothing7322%34%246100100%
Baseball Clothing6620%36%230100100%
Hiking & Outdoor Recreation Clothing7218%33%202100100%
Running Clothing7017%32%200100100%
Snowboarding Clothing7216%30%186100100%
Ski Clothing7712%25%156100100%

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）

品牌溢价类目（越贵名次越好）1 个类目呈明显负相关：价格越高名次反而越好，最明显的是 Volleyball Clothing（ρ=-0.21）——这类目打价格战没用，拼的是品牌和品质。
价格敏感类目（便宜的名次更好）4 个类目呈明显正相关：价格越低名次越好，典型是 Basketball Clothing（ρ=+0.29）——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 $18.86，第 91-100 名 $16.99（头部更贵）。

按排名分位的价格中位数

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

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
Volleyball Clothing-0.2124.9973越贵更靠前
Martial Arts Clothing-0.1029.9963关系不明显
Yoga Clothing-0.0718.5174关系不明显
Gymnastics Clothing-0.0014.9994关系不明显
Tennis Clothing-0.0014.9969关系不明显
Ski Clothing+0.0414.9982关系不明显
Running Clothing+0.0614.9974关系不明显
Competitive Swimwear+0.0829.9574关系不明显
Golf Clothing+0.1014.9971关系不明显
Hiking & Outdoor Recreation Clothing+0.1214.9975关系不明显
Soccer & Futsal Clothing+0.1219.9969关系不明显
Cycling Clothing+0.1513.9977关系不明显
Snowboarding Clothing+0.2411.9974便宜更靠前
Dance Apparel+0.2613.5078便宜更靠前
Baseball Clothing+0.2817.9873便宜更靠前
Basketball Clothing+0.2919.9859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腰（175 个排名位，中位价 $19.79，中位排名 43）、袜子（54 个排名位，中位价 $19.47，中位排名 44）、口袋（335 个排名位，中位价 $24.98，中位排名 45）。
低于均价且排名更好的属性防晒、透气/网眼、男士 —— 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、高腰、袜子、口袋、紧身裤 —— 溢价属性，适合做高价款。

标题高频词

athletic457workout449sleeve438running387shorts374long366shirts331soft318pants312pockets310men's306casual298lightweight283winter283tops253breathable247yoga247outfits238

属性词表现（按中位排名排序，越低越好）

全站基准：中位价 $17.98，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1818.8612.54.451+0.88-38
娇小1833.1425.54.311+15.16-25
高腰17519.79434.391+1.81-8
袜子5419.4744.04.562+1.49-6
口袋33524.98454.41+7.00-6
防晒11611.6945.54.462-6.29-5
紧身裤7419.9846.04.421+2.00-4
卫衣19525.98464.381+8.00-4
宽松18324.98474.371+7.00-4
拉链16525.97494.41+7.99-2
压缩6924.00504.482+6.02-0
透气/网眼26114.99504.511-2.99-0
男士61717.09504.51-0.89-0
女士86518.49504.391+0.51-0
多件装23719.99514.491+2.01+0
弹力/氨纶17918.99514.441+1.01+0
T恤9614.9951.54.52-2.99+1
速干36314.99534.481-2.99+2
无缝2519.99534.412+2.01+2
短裤36616.9953.54.462-0.99+3
保暖/抓绒22719.98554.471+2.00+4
羊毛/美利奴1715.98564.522-2.00+6
聚酯纤维1618.9956.54.4614+1.01+6
纯棉9514.50584.424-3.48+8
儿童/青少年18214.9959.54.61-2.99+9
背心2614.9972.04.417-2.99+22
大码1017.9976.54.324+0.01+26

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
1046
个不同 ASIN（1600 行去重后）
有视频
17%
174 个
图片中位数
6.0
张
上架天数中位
838
可解析 833 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 43（480 个），颜色少的一组 54（524 个），差 -11 名；中位价 $16.99 vs $18.99。其余依次是 变体数量 -9、卖家类型 -9、视频 -7。
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 11 名，而样本的排名区间横跨 1-100 名。方向还自相矛盾：颜色可选数 更便宜的一组中位价低 $2.00、排名靠前 11 名；图片数量 更便宜的一组（低 $3.00）排名却反而靠后 2 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：卖家类型 里「有」的一组中位价贵 $9.01、排名靠前 9 名，像是高配撑溢价。
A+ 字段没有采到，本项无结论详情层 1046 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 1004） —— 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 1046 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 833/1046 个（其余格式不符已跳过），卖家可识别 728/1046 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480变体数量476卖家类型72视频174尺码可选数256上架时间416卖点条数81图片数量112

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：1046 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48043.016.994.44-11
颜色少52454.018.994.44—
变体数量（中位 20）多变体47644.017.994.44-9
少变体52853.017.994.44—
卖家类型Amazon 自营7240.026.004.45-9
第三方卖家65649.016.994.45—
视频有视频17442.519.984.41-7
无视频83049.517.994.45—
尺码可选数（中位 6）尺码多25644.021.484.46-6
尺码少74850.014.994.43—
上架时间（中位 838）上架久（>中位）41646.519.984.46-4
上架新（≤中位）4175114.994.44—
卖点条数（中位 5）卖点多814819.984.4+0
卖点少9234817.994.45—
图片数量（中位 6）多图（>中位）11248.514.994.45+2
少图（≤中位）81247.017.994.44—

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 8% · 空白度 99
Snowboarding Clothing
11.99
中位价 · 视频覆盖 9% · 空白度 93
Dance Apparel
13.50
中位价 · 视频覆盖 9% · 空白度 91
Competitive Swimwear
29.95
中位价 · 视频覆盖 14% · 空白度 68
货架最空的类目Gymnastics Clothing（空白度 99）：100 个详情样本里只有 8% 带视频，价格带 P25-P75 只跨 $12.08~$18.99（0.46 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 Snowboarding Clothing（93）、Dance Apparel（91）。
已经卷起来的类目Cycling Clothing（空白度 32）视频覆盖率 24%（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 73~91 个，且是关键字命中不是成分占比。department 平均覆盖 64%，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 Clothing26Cycling Clothing24Baseball Clothing23Soccer & Futsal 23Martial Arts Clothin21Basketball Clothing19Tennis Clothing18Running Clothing16Yoga Clothing16Hiking & Outdoor15Competitive Swimwear14Golf Clothing13Ski Clothing12Dance Apparel9Snowboarding Clothin9Gymnastics Clothing8

货架空白度（越高越空）

Gymnastics Clothing99Snowboarding Clothin93Dance Apparel91Competitive Swimwear68Ski Clothing61Basketball Clothing57Golf Clothing51Martial Arts Clothin45Running Clothing44Yoga Clothing42Volleyball Clothing40Tennis Clothing40Hiking & Outdoor37Soccer & Futsal 34Baseball Clothing32Cycling Clothing32

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
Snowboarding Clothing8.9711.9914.996.028.841.21.216.275.017.00.09.05.92100
Dance Apparel9.5613.516.997.434.453.819.847.352.02.046.09.05.75100
Cycling Clothing9.9913.9919.9910.06.878.111.024.752.043.01.024.05.93100
Golf Clothing9.9914.9925.7315.7410.665.912.923.543.052.01.013.05.9100
Gymnastics Clothing12.0814.9918.996.916.650.524.268.115.00.085.08.05.66100
Hiking & Outdoor Recreation Clothing9.9914.9927.9817.998.568.39.822.056.038.00.015.05.89100
Running Clothing9.8414.9924.814.9610.260.217.040.963.033.03.016.06.07100
Ski Clothing9.5214.9923.5514.036.153.73.729.359.029.07.012.05.92100
Tennis Clothing9.9914.9924.2914.313.470.77.323.247.048.01.018.05.82100
Baseball Clothing9.9917.9824.014.0118.455.216.116.144.044.07.023.05.48100
Yoga Clothing10.4118.5129.4919.089.159.122.725.066.031.03.016.05.81100
Basketball Clothing14.119.9825.211.114.664.612.219.553.041.05.019.06.1100
Soccer & Futsal Clothing12.9919.9927.9915.07.275.99.618.164.033.01.023.05.8100
Volleyball Clothing18.9924.9929.9911.012.980.01.224.788.010.02.026.05.51100
Competitive Swimwear19.9929.9540.0120.020.056.246.238.847.036.017.014.05.55100
Martial Arts Clothing19.9929.9939.9920.010.571.111.831.659.035.04.021.05.77100

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、视频中等、价格带中等、材质以涤纶为主（55%）、女士向（44%）。32
Basketball Clothing中价主流、视频覆盖低、价格带窄、材质以涤纶为主（65%）、女士向（53%）。57
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（52%）。32
Dance Apparel低价走量、视频覆盖低、价格带窄、材质以涤纶为主（54%）、女士向（52%）。91
Golf Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（66%）、男士向（52%）。51
Gymnastics Clothing低价走量、视频覆盖低、价格带窄、材质以弹力为主（68%）、儿童向（85%）。99
Hiking & Outdoor Recreation Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（68%）、女士向（56%）。37
Martial Arts Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（71%）、女士向（59%）。45
Running Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（60%）、女士向（63%）。44
Ski Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（54%）、女士向（59%）。61
Snowboarding Clothing低价走量、视频覆盖低、价格带窄、材质以涤纶为主（41%）、女士向（75%）。93
Soccer & Futsal Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（76%）、女士向（64%）。34
Competitive Swimwear高价溢价、视频覆盖低、价格带中等、材质以涤纶为主（56%）、女士向（47%）。68
Tennis Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（71%）、男士向（48%）。40
Volleyball Clothing高价溢价、视频中等、价格带窄、材质以涤纶为主（80%）、女士向（88%）。40
Yoga 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（66%）。42

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
1,018
占已采集 63.6%
实测留评率
8.14%
每卖出 100 件的评论数（池化估计）
两种估算一致度
1.29
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 2,000 件，第 91-100 名只有 600 件，相差 70%。冲进前 10 名的价值主要在这里。
实测留评率上限约 8.14%池化样本：1018 个商品合计评论 +3,693，对应已知月销下界合计 1,360,400 件。换算过来大约每卖出 12 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 12 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901 个商品同时有 A/B 两个估算，评论法与排名法的中位比值 1.29（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）

1-102,00011-201,00021-301,00031-4090041-5080051-6070061-7070071-8070081-9060091-100600

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
1-101112,00050~20,000
11-201051,00050~9,000
21-301051,00050~10,000
31-409990050~9,000
41-509880050~9,000
51-6010670050~6,000
61-709570050~5,000
71-8010170050~6,000
81-9010260050~5,000
91-1009660050~5,000

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 Clothing12,0001,841$13.406K+ bought
NORTHYARD Men's Athletic Running Shorts Gym Workout Baseball Clothing22,0003,315$24.991K+ bought
Falari Baseball Cap Adjustable Size for Running WorkBaseball Clothing32,0001,105$8.503K+ bought
ALWAYS Yoga Shorts for Women – High Waisted Workout Baseball Clothing42,0001,841$9.991K+ bought
KBETHOS Classic Unisex Cotton Adjustable Low Crown BBaseball Clothing52,0001,105$8.064K+ bought
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Baseball Clothing62,0002,946——
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Baseball Clothing72,0003,683$9.999K+ bought
VOYJOY Women Workout Impact Shorts 2.5"/ 3.6"/ 4.5"/Baseball Clothing82,000—$19.99300+ bought
Amazon Essentials Men's Athletic Basketball Gym ShorBaseball Clothing92,0002,210——
NPJY Baseball Cap Golf Dad Hat Adjustable Original CBaseball Clothing102,000736$7.953K+ bought
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing12,00011,419$14.207K+ bought
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing22,000—$15.514K+ 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
Vinaderhom Women's Shiny Metallic Booty Shorts Rav102,000368评论远低于同类名次，疑似刚上架/评论被合并
HOZIY Leotards for Girls Gymnastics Kids Children 52,000368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 Aurora72,000368评论远低于同类名次，疑似刚上架/评论被合并
SUPRNOWA Turtleneck Leotard Long Sleeves Spandex D92,000368评论远低于同类名次，疑似刚上架/评论被合并
Nymphperi Gymnastics Leotards for Girls 2 Pack Spa102,000368评论远低于同类名次，疑似刚上架/评论被合并
baleaf Women's Athletic Swimsuits Racerback One Pi12,000368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 A32,000368评论远低于同类名次，疑似刚上架/评论被合并
beautyin Women's One Piece Athletic Swimsuit Slimm82,000368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 Clothing10090,0003,000$37,623
Basketball Clothing10090,0003,000$35,840
Competitive Swimwear10090,0003,000$73,852
Cycling Clothing10090,0003,000$36,064
Dance Apparel10090,0003,000$33,069
Golf Clothing10090,0003,000$38,884
Gymnastics Clothing10090,0003,000$45,692
Hiking & Outdoor Recreation Clothing10090,0003,000$43,036
Martial Arts Clothing10090,0003,000$59,157
Running Clothing10090,0003,000$38,238
Ski Clothing10090,0003,000$49,588
Snowboarding Clothing10090,0003,000$27,253
Soccer & Futsal Clothing10090,0003,000$45,182
Tennis Clothing10090,0003,000$41,137
Volleyball Clothing10090,0003,000$57,500
Yoga Clothing10090,0003,000$49,683

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

Hiking & Outdoor Recreation Clothing
57
换血 36%
Yoga Clothing
53
换血 28%
Basketball Clothing
48
换血 30%
Competitive Swimwear
45
换血 48%
最热的类目Hiking & Outdoor Recreation Clothing（热度 57，换血 36%，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

Hiking & Outdoor57Yoga Clothing53Basketball Clothing48Competitive Swimwear45Soccer & Futsal 44Volleyball Clothing44Running Clothing40Golf Clothing40Tennis Clothing39Cycling Clothing33Baseball Clothing28Martial Arts Clothin28Gymnastics Clothing27Ski Clothing18Dance Apparel16Snowboarding 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
Hiking & Outdoor Recreation Clothing56.636.0%36+4+0.0%
Yoga Clothing52.728.0%28+5+0.0%
Basketball Clothing48.530.0%30+4+0.0%
Competitive Swimwear45.048.0%48+0+0.0%
Soccer & Futsal Clothing44.427.0%27+4+0.0%
Volleyball Clothing44.037.0%37+2+0.0%
Running Clothing40.519.0%19+5+0.0%
Golf Clothing40.129.0%29+3+0.0%
Tennis Clothing38.728.0%28+3+0.0%
Cycling Clothing33.129.0%29+2+0.0%
Baseball Clothing27.820.0%20+3+0.0%
Martial Arts Clothing27.530.0%30+1+0.0%
Gymnastics Clothing27.335.0%35+0+0.0%
Ski Clothing18.118.0%18+2+0.0%
Dance Apparel16.522.0%22+1+0.0%
Snowboarding Clothing7.015.0%15+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Under Armour Men's Sportstyle Left Chest Logo （Cycling Clothing）一天新增 98 条评论，当前 46,926 条，排名第 10。
评论增长的普遍性1146 个连续两天在榜的商品里，867 个（76%）评论数在增长，257 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
Under Armour Men's Sportstyle Left Chest Logo Short-Cycling Clothing10+9846,9261,960 ~ 9,80019.99
Under Armour Men's Sportstyle Left Chest Logo Short-Golf Clothing24+9846,9261,960 ~ 9,80019.99
Under Armour Men's Sportstyle Left Chest Logo Short-Hiking & Outdoor Recreation Clothing39+9846,9261,960 ~ 9,80019.99
Under Armour Men's Sportstyle Left Chest Logo Short-Soccer & Futsal Clothing33+9846,9261,960 ~ 9,80019.99
Under Armour Men's Sportstyle Left Chest Logo Short-Tennis Clothing20+9846,9261,960 ~ 9,80019.99
Under Armour Men's Sportstyle Left Chest Logo Short-Yoga Clothing44+9846,9261,960 ~ 9,80019.99
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtCycling Clothing2+62111,8581,240 ~ 6,20021.00
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtGolf Clothing5+62111,8581,240 ~ 6,20021.00
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtHiking & Outdoor Recreation Clothing12+62111,8581,240 ~ 6,20021.00
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtSoccer & Futsal Clothing8+62111,8581,240 ~ 6,20021.00
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtTennis Clothing3+62111,8581,240 ~ 6,20021.00
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtYoga Clothing13+62111,8581,240 ~ 6,20021.00
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing1+3164,039620 ~ 3,10014.20
Amazon Essentials Men's Fleece Open Bottom SweatpantRunning Clothing1+3164,039620 ~ 3,10014.20
SINOPHANT High Waisted Leggings Women with Pockets |Yoga Clothing1+3015,337600 ~ 3,0006.39
Walifrey Joggers with Pockets, Drawstring SweatpantsBasketball Clothing3+2211,096440 ~ 2,2008.49
Walifrey Joggers with Pockets, Drawstring SweatpantsRunning Clothing9+2211,096440 ~ 2,2008.99
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic NyloGolf Clothing28+2014,913400 ~ 2,00014.98
Alvada Mens Merino Wool Crew Socks Thermal and Warm Hiking & Outdoor Recreation Clothing2+2037,714400 ~ 2,00014.99
PINSPARK 2 Piece Sets for Women 1/2 Zip Sweatsuit 20Martial Arts Clothing6+192,330380 ~ 1,90048.99
FITRELL 3 Pairs Compression Socks for Women and Men Running Clothing10+1940,563380 ~ 1,90012.99
PINSPARK 2 Piece Sets for Women 1/2 Zip Sweatsuit 20Soccer & Futsal Clothing25+192,330380 ~ 1,90048.99
PINSPARK 2 Piece Sets for Women 1/2 Zip Sweatsuit 20Tennis Clothing14+192,330380 ~ 1,90048.99
PINSPARK 2 Piece Sets for Women 1/2 Zip Sweatsuit 20Volleyball Clothing14+192,330380 ~ 1,90048.99
Blisset High Waist Leggings for Women - Opaque, SoftRunning Clothing26+183,346360 ~ 1,8006.78

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+58,18381
Yoga Clothing+55,71472
Basketball Clothing+44,26670
Hiking & Outdoor Recreation Clothing+43,90564
Soccer & Futsal Clothing+44,10573
Baseball Clothing+33,58080
Golf Clothing+33,70571
Tennis Clothing+33,58972
Cycling Clothing+23,47571
Ski Clothing+23,33981
Volleyball Clothing+288462
Dance Apparel+191278
Martial Arts Clothing+180069
Snowboarding Clothing+13,14685
Gymnastics Clothing+045465
Competitive Swimwear+01,06252

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
20
个
排名跳变
4
个
评分骤降
1
个
本日异常汇总价格骤变 20 个、排名跳变 4 个、评分骤降 1 个，最严重的是「价格骤变」：$5.04 → $21.00（+317%）。

异常明细（严重度降序）

类型商品分类变化严重度
价格骤变Amazon Essentials Women's Fleece Hooded Tunic SweaVolleyball Clothing$5.04 → $21.00（+317%）21.1
价格骤变Reebok Women's Cinch-Bottom Sweatpant, Standard FiMartial Arts Clothing$7.27 → $25.00（+244%）16.3
价格骤变Aerynx Winter Waterproof Ski Snow Warm Gloves for Snowboarding Clothing$12.74 → $19.98（+57%）3.8
价格骤变Runhit Women's Workout Biker Shorts - 3"/5"/8" HigRunning Clothing$9.99 → $14.99（+50%）3.3
价格骤变Sireck Cold Weather Balaclava Ski Mask, Water ResiSnowboarding Clothing$11.03 → $14.99（+36%）2.4
价格骤变Pudolla Men's Golf Pants Stretch Work Dress Comfy Golf Clothing$25.99 → $34.99（+35%）2.3
价格骤变MY KILOMETRE Men's Swimsuit Jammer Solid Swim JammCompetitive Swimwear$14.24 → $18.99（+33%）2.2
价格骤变GXCROR Ski Mask for Men Women, Thermal Windproof BSnowboarding Clothing$14.99 → $19.99（+33%）2.2
价格骤变PINSPARK Workout Tank Tops for Women UPF 50+ Side Tennis Clothing$7.63 → $9.98（+31%）2.1
价格骤变PINSPARK Workout Tank Tops for Women UPF 50+ Side Yoga Clothing$7.63 → $9.98（+31%）2.1
价格骤变Workout Biker Shorts for Women - 3"/5"/14" VolleybBaseball Clothing$13.89 → $9.99（-28%）1.9
价格骤变PINSPARK 14" Womens Tennis Skirt High Waisted GolfGolf Clothing$14.39 → $17.99（+25%）1.7
价格骤变PINSPARK 14" Womens Tennis Skirt High Waisted GolfRunning Clothing$14.39 → $17.99（+25%）1.7
价格骤变fenglaoda 8 Pairs Compression Socks for Men & WomeRunning Clothing$19.99 → $24.99（+25%）1.7
价格骤变AUTOMET Womens Oversized Hoodies Fall Fashion SweaYoga Clothing$14.99 → $17.99（+20%）1.3
评分骤降iMucci Leotards for Girls Ballet Leotard GymnasticGymnastics Clothing4.9 → 4.51.3
价格骤变HOTHYPOP Christmas Sweatshirts For Women Crewneck Volleyball Clothing$21.99 → $25.99（+18%）1.2
价格骤变Augusta Sportswear Mens Baseball 3/4 Sleeve Tee 2.Baseball Clothing$11.70 → $9.60（-18%）1.2
价格骤变Century Star Knee High Socks for Women Long Tube SBaseball Clothing$5.99 → $6.99（+17%）1.1
价格骤变Century Star Knee High Socks for Women Long Tube SSoccer & Futsal Clothing$5.99 → $6.99（+17%）1.1
排名跳变ZOORON Beanie for Men Women Warm Winter hat AcryliSnowboarding Clothing第 57 名 → 第 99 名（-42）1.1
排名跳变Mens Sweatsuit 2 Piece Fleece Hoodie Tracksuit SofVolleyball Clothing第 52 名 → 第 94 名（-42）1.1
价格骤变Stelle Seamless Undergarment Camisole Leotard for Gymnastics Clothing$19.99 → $22.99（+15%）1.0
排名跳变Ribbed Long Sleeve Tops for Women Lightweight TurtSki Clothing第 65 名 → 第 25 名（+40）1.0
排名跳变YAYOUREL Neck Gaiter Face Mask Covering Bandanas fSnowboarding Clothing第 47 名 → 第 87 名（-40）1.0

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
1149
两天都识别出品牌
有变化品牌
368
共 383 个品牌
新进榜商品
410
177 个品牌
抢位最猛G Gradual：34 个在榜商品权重分 2,075 → 2,296（+221，相对 +10.7%），Top20 席位 +3。
失位最多Century Star：12 个在榜商品权重分 785 → 632（-153，相对 -19.5%），Top20 席位 -4。
真·新进榜品牌G Gradual（22 个商品）、PINSPARK（17 个商品）、SANTINY（13 个商品）、MAGCOMSEN（11 个商品）、Nike（8 个商品）、baleaf（7 个商品）、Amazon Essentials（7 个商品）、Speedo（7 个商品），共 410 个新商品。
口径说明只统计「两天都识别出品牌」的同一批 1149 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
G Gradual342,296+221+10.7%+3+3——
Under Armour291,904+163+9.4%+1+224.97+0.00
Century Star12632-153-19.5%-4+07.24+0.25
Nike15635+135+27.0%+1+226.35+0.11
PINSPARK402,392-130-5.2%-2+214.99+0.00
ZOORON8350-129-26.9%+1-27.99+0.00
NPJY10640-126-16.4%-1+07.95+0.00
LXNMGO4204-105-34.0%+0-314.99+0.00
NPQQUAN9495-97-16.4%-2-2——
Fisoew11622+90+16.9%+0+328.98+0.00
Amazon Essentials191,141+89+8.5%+0+114.20+0.20
TACVASEN10473+88+22.9%+0+014.99+0.00
Falari9625-81-11.5%-1+08.50+0.00
Zengjo4145-75-34.1%+0-2——
BOOJO9369+73+24.7%+0+217.98+0.00
Carhartt14801+67+9.1%+0+019.55+0.56
HOZIY5349+67+23.8%+0+08.54+0.00
MLYENX6428+62+16.9%+0+1——
ROXUN8565-61-9.7%+0-26.99+0.01
adidas412,397+59+2.5%+2-219.47+0.00
CAMPSNAIL7406-58-12.5%+0-18.99+0.00
SUPRNOWA5268-58-17.8%-1-119.99+0.00
Arctix3195+54+38.3%+0+234.99+0.00
AGLIFEFY273-53-42.1%+0-1——
Gelante247-51-52.0%+0-1——

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
839
98%
涨价带
15
个
降价带
4
个
价格带流动性858 个可比商品中 839 个（98%）留在原价格带，15 个涨带、4 个降带。
吸货/失血的价位20-30 美元带净流入 +4 个商品，10-15 美元带净流出 -7 个。

价格带流向 Top15

迁移商品数
10-15 → 15-206
15-20 → 20-304
10-15 → <102
20-30 → 30-502
<10 → 20-302
50-100 → 30-502
<10 → 10-151

各价格带净流入

价格带净流入
20-30+4
30-50+4
15-20+2
<10-1
50-100-2
10-15-7

跨带幅度最大

商品分类价格幅度排名
Amazon Essentials Women's Fleece Hooded Tunic SweaVolleyball Clothing5.04 → 21.00+317%71
Reebok Women's Cinch-Bottom Sweatpant, Standard FiMartial Arts Clothing7.27 → 25.00+244%78
Aerynx Winter Waterproof Ski Snow Warm Gloves for Snowboarding Clothing12.74 → 19.98+57%46
Runhit Women's Workout Biker Shorts - 3"/5"/8" HigRunning Clothing9.99 → 14.99+50%72
Pudolla Men's Golf Pants Stretch Work Dress Comfy Golf Clothing25.99 → 34.99+35%7
MY KILOMETRE Men's Swimsuit Jammer Solid Swim JammCompetitive Swimwear14.24 → 18.99+33%36
GXCROR Ski Mask for Men Women, Thermal Windproof BSnowboarding Clothing14.99 → 19.99+33%68
Workout Biker Shorts for Women - 3"/5"/14" VolleybBaseball Clothing13.89 → 9.99-28%45
PINSPARK 14" Womens Tennis Skirt High Waisted GolfGolf Clothing14.39 → 17.99+25%2
PINSPARK 14" Womens Tennis Skirt High Waisted GolfRunning Clothing14.39 → 17.99+25%16
fenglaoda 8 Pairs Compression Socks for Men & WomeRunning Clothing19.99 → 24.99+25%95
AUTOMET Womens Oversized Hoodies Fall Fashion SweaYoga Clothing14.99 → 17.99+20%92
Augusta Sportswear Mens Baseball 3/4 Sleeve Tee 2.Baseball Clothing11.70 → 9.60-18%64
Stelle Seamless Undergarment Camisole Leotard for Gymnastics Clothing19.99 → 22.99+15%55
ATTRACO Womens One Piece Swimsuit Athletic BathingCompetitive Swimwear29.69 → 32.99+11%49

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Under Armour Men's Sportstyle Left Chest Logo （Yoga Clothing）得分 80.7：评论 +98，排名 59→44，价格 $19.99。
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
Under Armour Men's Sportstyle Left Chest Logo ShYoga Clothing80.744+15+9819.994.6评论+98、排名升15、低于类目均价、评分≥4.3
Under Armour Men's Sportstyle Left Chest Logo ShSoccer & Futsal Clothing75.733+8+9819.994.6评论+98、排名升8、低于类目均价、评分≥4.3
Under Armour Men's Sportstyle Left Chest Logo ShGolf Clothing60.024+7+9819.994.6评论+98、排名升7、评分≥4.3
Under Armour Men's Sportstyle Left Chest Logo ShHiking & Outdoor Recreation Clothing60.039+7+9819.994.6评论+98、排名升7、评分≥4.3
Under Armour Men's Sportstyle Left Chest Logo ShTennis Clothing59.320+6+9819.994.6评论+98、排名升6、评分≥4.3
Under Armour Men's Sportstyle Left Chest Logo ShCycling Clothing58.610+5+9819.994.6评论+98、排名升5、评分≥4.3
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtSoccer & Futsal Clothing54.98+2+6221.004.6评论+62、排名升2、低于类目均价、评分≥4.3
HOZIY Leotards for Girls Gymnastics Kids ChildreDance Apparel46.254+29+114.494.8评论+1、排名升29、低于类目均价、评分≥4.3
6 Pack Copper Compression Socks for Women and MeSki Clothing43.139+15+1619.994.4评论+16、排名升15、低于类目均价、评分≥4.3
Thermal Underwear Set for Women Fleece Lined WinSki Clothing42.038+20+614.854.7评论+6、排名升20、低于类目均价、评分≥4.3
iMucci Leotards for Girls Ballet Dance GymnasticGymnastics Clothing41.474+2309.994.6排名升23、低于类目均价、评分≥4.3
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtGolf Clothing41.35+4+6221.004.6评论+62、排名升4、评分≥4.3
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtHiking & Outdoor Recreation Clothing41.312+4+6221.004.6评论+62、排名升4、评分≥4.3
HOZIY Gymnastics Leotards for Girls Unicorn AuroDance Apparel41.256+22+18.434.8评论+1、排名升22、低于类目均价、评分≥4.3
Niorasen Merino Wool Socks for Men & Women, TherHiking & Outdoor Recreation Clothing41.229+13+1511.994.5评论+15、排名升13、低于类目均价、评分≥4.3
Roadbox Thermal Underwear for Men, Fleece Lined Ski Clothing40.737+22013.494.4排名升22、低于类目均价、评分≥4.3
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtCycling Clothing40.62+3+6221.004.6评论+62、排名升3、评分≥4.3
DIPUG Girls Ballet Leotards Toddler Shiny Dance Dance Apparel40.664+18+612.994.8评论+6、排名升18、低于类目均价、评分≥4.3
Under Armour Men's Tech 2.0 Short-Sleeve T-ShirtYoga Clothing40.613+3+6221.004.6评论+62、排名升3、评分≥4.3
Anlisim Merino Wool Hiking Running Socks for WomHiking & Outdoor Recreation Clothing40.334+13+1316.984.6评论+13、排名升13、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 2026-11-03 的预测（9 条掉榜风险 / 10 条上冲潜力）

类型商品分类置信度依据
掉榜风险CRZ YOGA Butterluxe High Waisted Tennis Skirts |golf1.00排在第 99 名且比昨天后退 16 名
掉榜风险Coseaon 80s Tracksuit for Women Retro Windbreakemartial-arts1.00排在第 96 名且比昨天后退 25 名
掉榜风险NPJY Baseball Cap Golf Dad Hat Adjustable Originrunning1.00排在第 97 名且比昨天后退 34 名
掉榜风险ZOORON Beanie for Men Women Warm Winter hat Acrysnowboarding1.00排在第 99 名且比昨天后退 42 名
掉榜风险Zengjo Men's Ringer Tee Crewneck Athletic T Shirsoccer1.00排在第 100 名且比昨天后退 34 名
掉榜风险Gelante Baseball Cap Dad Hat 100% Cotton Polo Sttennis1.00排在第 99 名且比昨天后退 33 名
掉榜风险CHARMKING High Waisted Leggings for Women, Soft yoga1.00排在第 98 名且比昨天后退 25 名
掉榜风险YOCUR Womens Casual Shorts,Lightweight Trendy Coswimwear0.97排在第 99 名且比昨天后退 15 名
掉榜风险SUPRNOWA Full Body Unitard Turtleneck Spandex Fodance0.88排在第 95 名且比昨天后退 15 名
上冲潜力Thermal Underwear Set for Women Fleece Lined Winski0.80第 38 名，一天前进 20 名，评论 +6
上冲潜力BOOJO 3 Pack Gym Basketball Mens Shorts - Quick baseball0.70第 39 名，一天前进 15 名，评论 +8
上冲潜力6 Pack Copper Compression Socks for Women and Meski0.70第 39 名，一天前进 15 名，评论 +16
上冲潜力PINSPARK Workout Tank Tops for Women UPF 50+ Sidyoga0.70第 39 名，一天前进 15 名，评论 +10
上冲潜力Fisoew Womens Oversized Crewneck Sweatshirts Scasoccer0.65第 37 名，一天前进 16 名，评论 +5
上冲潜力Alaroo Women's Pants Wide Leg High Waist with Poyoga0.65第 30 名，一天前进 16 名，评论 +5
上冲潜力G Gradual Men's Sweatpants with Zipper Pockets Arunning0.65第 18 名，一天前进 19 名，评论 +4
上冲潜力COPYLEAF Wide Leg Pants Woman High Waist Casual yoga0.65第 34 名，一天前进 19 名，评论 +4
上冲潜力Nike Pro Combat Hyperwarm Hydropull Hoodski0.58第 36 名，一天前进 19 名，评论 +3
上冲潜力Arctix Women's Essential Insulated Ski Bibs, Watski0.45第 33 名，一天前进 19 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%