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

深度分析

2026-10-24 · 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： 11-0511-0411-0311-0211-0110-3110-3010-2910-2810-2710-2610-2510-2410-23
类目集中度 22 天价格与排名关系 22 天评分格局 22 天标题与卖点情报 22 天类目热度指数 22 天评论增速（销量代理） 22 天异常检测 22 天品牌攻防 22 天价格带迁移 22 天机会缺口 22 天排名动量 22 天预测与自校验 22 天listing 运营因子 22 天定价心理 22 天类目货架结构 22 天销量估算模型（自校准） 22 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
710
CR4 43% · 样本 100
Tennis Clothing
538
CR4 38% · 样本 100
Golf Clothing
402
CR4 33% · 样本 100
Martial Arts Clothing
396
CR4 31% · 样本 100
集中度差异在已识别品牌的商品中，Competitive Swimwear 最集中（HHI 710，前 4 名品牌占 43%，样本 100 个）；Running Clothing 最分散（HHI 168，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 Swimwear710Tennis Clothing538Golf Clothing402Martial Arts Clothin396Volleyball Clothing358Gymnastics Clothing348Soccer & Futsal 338Cycling Clothing280Yoga Clothing276Dance Apparel266Basketball Clothing220Hiking & Outdoor210Ski Clothing210Snowboarding Clothin208Baseball Clothing186Running Clothing168

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 Swimwear3943%67%710100100%
Tennis Clothing5238%53%538100100%
Golf Clothing5933%45%402100100%
Martial Arts Clothing5331%52%396100100%
Volleyball Clothing5327%48%358100100%
Gymnastics Clothing5527%46%348100100%
Soccer & Futsal Clothing6028%46%338100100%
Cycling Clothing6324%40%280100100%
Yoga Clothing6625%39%276100100%
Dance Apparel6522%37%266100100%
Basketball Clothing6820%35%220100100%
Hiking & Outdoor Recreation Clothing7119%33%210100100%
Ski Clothing7017%30%210100100%
Snowboarding Clothing6818%33%208100100%
Baseball Clothing7215%31%186100100%
Running Clothing7514%27%168100100%

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）6 个类目呈明显正相关：价格越低名次越好，典型是 Cycling Clothing（ρ=+0.37）——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 $14.99，第 91-100 名 $17.99（头部更便宜）。

按排名分位的价格中位数

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

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
Martial Arts Clothing-0.1829.98100关系不明显
Volleyball Clothing-0.0424.49100关系不明显
Gymnastics Clothing+0.0814.99100关系不明显
Ski Clothing+0.0814.99100关系不明显
Yoga Clothing+0.0816.9999关系不明显
Tennis Clothing+0.1014.9999关系不明显
Soccer & Futsal Clothing+0.1617.9899关系不明显
Golf Clothing+0.1614.9999关系不明显
Hiking & Outdoor Recreation Clothing+0.1814.9999关系不明显
Running Clothing+0.1814.9999关系不明显
Snowboarding Clothing+0.209.99100便宜更靠前
Competitive Swimwear+0.2029.6999便宜更靠前
Baseball Clothing+0.2214.99100便宜更靠前
Dance Apparel+0.2212.99100便宜更靠前
Basketball Clothing+0.2718.9999便宜更靠前
Cycling Clothing+0.3712.9999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（186 个排名位，中位价 $15.57，中位排名 40）、袜子（44 个排名位，中位价 $14.43，中位排名 40）、防晒（131 个排名位，中位价 $12.98，中位排名 45）。
低于均价且排名更好的属性高腰、袜子、防晒、透气/网眼、短裤、纯棉 —— 这些属性在榜单里更偏「性价比」定位。
能卖更贵且排名更好娇小、高个、压缩、无缝、口袋、紧身裤 —— 溢价属性，适合做高价款。

标题高频词

workout470sleeve464athletic453running407long387shorts384soft339shirts333pants310lightweight297pockets292casual283men's265quick261tops258yoga257winter252women's240

属性词表现（按中位排名排序，越低越好）

全站基准：中位价 $15.80，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
娇小1630.9727.54.285+15.17-23
高个1819.3330.54.451+3.53-20
高腰18615.5740.04.371-0.23-10
袜子4414.4340.04.551-1.37-10
防晒13112.98454.442-2.82-6
透气/网眼24414.9946.04.491-0.81-4
压缩7219.9946.54.483+4.19-4
无缝2223.6947.54.4214+7.89-3
口袋32219.9947.54.381+4.19-3
紧身裤7817.9947.54.441+2.19-3
短裤37114.99484.451-0.81-2
纯棉9911.99504.44-3.81-0
弹力/氨纶18617.9950.04.432+2.19-0
速干36514.99504.462-0.81-0
女士88514.99504.381-0.81-0
男士56714.99514.481-0.81+0
卫衣17424.9951.54.361+9.19+1
拉链16425.9952.04.381+10.19+2
多件装21219.9952.54.461+4.19+2
宽松16919.99534.361+4.19+2
保暖/抓绒20419.9954.04.461+4.19+4
T恤9514.99574.56-0.81+6
儿童/青少年20814.9858.04.581-0.82+8
背心2411.3864.04.3823-4.42+14
大码1113.20694.311-2.60+18
聚酯纤维1719.97744.4612+4.17+24
羊毛/美利奴1810.4979.04.511-5.31+28

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
1044
个不同 ASIN（1600 行去重后）
有视频
24%
245 个
图片中位数
6
张
上架天数中位
832.5
可解析 784 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 39（460 个），颜色少的一组 55（511 个），差 -16 名；中位价 $16.99 vs $17.28。其余依次是 变体数量 -10、上架时间 -8、尺码可选数 -8。
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 16 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 $0.29、排名靠前 16 名；图片数量 更便宜的一组（低 $2.77）排名却反而靠后 4 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：上架时间 里「有」的一组中位价贵 $4.00、排名靠前 8 名，像是高配撑溢价。
A+ 字段没有采到，本项无结论详情层 1044 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 971） —— 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 1044 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 784/1044 个（其余格式不符已跳过），卖家可识别 721/1044 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460变体数量454上架时间392尺码可选数482卖点条数61视频245卖家类型72图片数量117

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：1044 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46039.016.994.44-16
颜色少5115517.284.43—
变体数量（中位 20）多变体45443.016.994.44-10
少变体5175316.994.43—
上架时间（中位 832.5）上架久（>中位）39243.018.994.46-8
上架新（≤中位）39251.014.994.42—
尺码可选数（中位 5）尺码多48244.519.994.45-8
尺码少4895214.994.42—
卖点条数（中位 5）卖点多614319.984.42-6
卖点少91049.016.994.44—
视频有视频2454519.984.41-4
无视频72649.016.984.44—
卖家类型Amazon 自营7246.525.304.46-4
第三方卖家6495016.194.44—
图片数量（中位 6）多图（>中位）1174914.384.43+4
少图（≤中位）76245.017.154.44—

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

Dance Apparel
12.99
中位价 · 视频覆盖 13% · 空白度 91
Snowboarding Clothing
9.99
中位价 · 视频覆盖 8% · 空白度 88
Gymnastics Clothing
14.99
中位价 · 视频覆盖 15% · 空白度 83
Competitive Swimwear
29.69
中位价 · 视频覆盖 22% · 空白度 70
货架最空的类目Dance Apparel（空白度 91）：100 个详情样本里只有 13% 带视频，价格带 P25-P75 只跨 $9.99~$16.99（0.54 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（88）、Gymnastics Clothing（83）。
已经卷起来的类目Hiking & Outdoor Recreation Clothing（空白度 21）视频覆盖率 30%（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 72~86 个，且是关键字命中不是成分占比。department 平均覆盖 62%，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 Clothing42Soccer & Futsal 38Yoga Clothing31Hiking & Outdoor30Cycling Clothing29Martial Arts Clothin29Tennis Clothing28Baseball Clothing26Basketball Clothing25Running Clothing24Competitive Swimwear22Golf Clothing21Ski Clothing16Gymnastics Clothing15Dance Apparel13Snowboarding Clothin8

货架空白度（越高越空）

Dance Apparel91Snowboarding Clothin88Gymnastics Clothing83Competitive Swimwear70Basketball Clothing66Golf Clothing61Baseball Clothing59Ski Clothing58Tennis Clothing55Martial Arts Clothin54Cycling Clothing52Running Clothing44Yoga Clothing39Volleyball Clothing33Soccer & Futsal 28Hiking & Outdoor21

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 Clothing7.989.9914.997.018.841.23.816.274.016.02.08.05.91100
Cycling Clothing9.8712.9918.88.938.380.66.936.159.034.02.029.05.94100
Dance Apparel9.9912.9916.997.05.250.613.041.660.02.036.013.05.75100
Baseball Clothing9.9914.9919.9910.016.758.317.919.043.038.012.026.05.47100
Golf Clothing11.7914.9923.1211.3313.467.112.218.346.047.02.021.05.87100
Gymnastics Clothing9.9914.9918.999.09.048.724.467.914.00.085.015.05.64100
Hiking & Outdoor Recreation Clothing9.8814.9926.2716.3913.164.39.523.860.033.00.030.05.97100
Running Clothing9.9914.9923.813.8110.552.318.637.261.031.06.024.06.0100
Ski Clothing8.9814.9922.9113.937.456.83.728.462.024.010.016.05.8100
Tennis Clothing9.9814.9919.9910.0115.772.37.225.350.043.02.028.05.81100
Yoga Clothing10.5216.9924.4913.9710.761.921.421.468.027.04.031.05.78100
Soccer & Futsal Clothing11.9917.9826.4914.55.980.08.223.566.028.03.038.05.8100
Basketball Clothing13.8418.9924.9911.1513.667.911.121.053.039.07.025.05.89100
Volleyball Clothing14.9924.4930.4915.57.184.50.031.086.011.02.042.05.61100
Competitive Swimwear19.9929.6938.1118.120.057.940.828.942.034.023.022.05.56100
Martial Arts Clothing19.9929.9839.9920.09.573.08.136.554.034.010.029.05.84100

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（58%）、女士向（43%）。59
Basketball Clothing高价溢价、视频中等、价格带窄、材质以涤纶为主（68%）、女士向（53%）。66
Cycling Clothing低价走量、视频中等、价格带中等、材质以涤纶为主（81%）、女士向（59%）。52
Dance Apparel低价走量、视频覆盖低、价格带窄、材质以涤纶为主（51%）、女士向（60%）。91
Golf Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（67%）、男士向（47%）。61
Gymnastics Clothing中价主流、视频覆盖低、价格带中等、材质以弹力为主（68%）、儿童向（85%）。83
Hiking & Outdoor Recreation Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（64%）、女士向（60%）。21
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（54%）。54
Running Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（52%）、女士向（61%）。44
Ski Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（57%）、女士向（62%）。58
Snowboarding Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（41%）、女士向（74%）。88
Soccer & Futsal Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（80%）、女士向（66%）。28
Competitive Swimwear高价溢价、视频中等、价格带中等、材质以涤纶为主（58%）、女士向（42%）。70
Tennis Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（72%）、女士向（50%）。55
Volleyball Clothing高价溢价、视频驱动、价格带中等、材质以涤纶为主（84%）、女士向（86%）。33
Yoga Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（62%）、女士向（68%）。39

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
977
占已采集 61.1%
实测留评率
6.56%
每卖出 100 件的评论数（池化估计）
两种估算一致度
1.52
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 500 件，相差 75%。冲进前 10 名的价值主要在这里。
实测留评率上限约 6.56%池化样本：977 个商品合计评论 +2,771，对应已知月销下界合计 1,266,350 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905 个商品同时有 A/B 两个估算，评论法与排名法的中位比值 1.52（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）

1-102,00011-201,00021-3090031-401,00041-5080051-6070061-7060071-8060081-9060091-100500

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
1-101162,000100~20,000
11-20941,00050~10,000
21-3011190050~10,000
31-40871,00050~10,000
41-509880050~6,000
51-609970050~8,000
61-709260050~7,000
71-8010060050~5,000
81-909560050~5,000
91-1008550050~5,000

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
Falari Baseball Cap Adjustable Size for Running WorkBaseball Clothing12,0002,285$8.99—
ALWAYS Yoga Shorts for Women – High Waisted Workout Baseball Clothing22,000—$9.99900+ bought
NORTHYARD Men's Athletic Running Shorts Gym Workout Baseball Clothing32,0003,199$24.991K+ bought
Biker Shorts Women with Pockets - 3"/5"/8" Workout GBaseball Clothing42,000—$6.474K+ bought
KBETHOS Classic Unisex Cotton Adjustable Low Crown BBaseball Clothing52,0001,828$8.954K+ bought
Flexfit Men's Athletic Baseball Fitted CapBaseball Clothing62,0002,742$13.566K+ bought
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy CoBaseball Clothing72,000457$14.991K+ bought
VOYJOY Women Workout Impact Shorts 2.5"/ 3.6"/ 4.5"/Baseball Clothing82,000—$18.97300+ bought
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Baseball Clothing92,00010,511$8.999K+ bought
Classic Snapback Hat Cap Hip Hop Style Flat Bill BlaBaseball Clothing102,000—$9.992K+ bought
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing12,0008,683$13.707K+ bought
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing22,000—$7.448K+ 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
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy 72,000457评论远低于同类名次，疑似刚上架/评论被合并
Jerzees Mens Dri-Power Cotton Blend Long Sleeve Te42,000457评论远低于同类名次，疑似刚上架/评论被合并
Tutus for Women 5 Layered Tutus Girl Teens Short S22,000457评论远低于同类名次，疑似刚上架/评论被合并
Vinaderhom Women's Metallic Booty Shorts Shiny Hig32,000457评论远低于同类名次，疑似刚上架/评论被合并
Vinaderhom Women's Shiny Metallic Booty Shorts Rav52,000457评论远低于同类名次，疑似刚上架/评论被合并
LOMON Women's Low Rise Micro Mini Skirt with Built62,000457评论远低于同类名次，疑似刚上架/评论被合并
AnotherChill Women's Low Rise Mini Skort Skirt wit72,000457评论远低于同类名次，疑似刚上架/评论被合并
Jerzees Mens Dri-Power Cotton Blend Long Sleeve Te92,000457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 Clothing10087,0002,900$45,732
Basketball Clothing10087,0002,900$55,213
Competitive Swimwear10087,0002,900$90,371
Cycling Clothing10087,0002,900$40,991
Dance Apparel10087,0002,900$39,388
Golf Clothing10087,0002,900$50,459
Gymnastics Clothing10087,0002,900$46,348
Hiking & Outdoor Recreation Clothing10087,0002,900$50,782
Martial Arts Clothing10087,0002,900$89,450
Running Clothing10087,0002,900$49,855
Ski Clothing10087,0002,900$52,190
Snowboarding Clothing10087,0002,900$35,387
Soccer & Futsal Clothing10087,0002,900$57,307
Tennis Clothing10087,0002,900$48,878
Volleyball Clothing10087,0002,900$71,618
Yoga Clothing10087,0002,900$52,348

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

Soccer & Futsal Clothing
62
换血 36%
Yoga Clothing
55
换血 27%
Hiking & Outdoor Recreation Clothing
54
换血 26%
Running Clothing
50
换血 20%
最热的类目Soccer & Futsal Clothing（热度 62，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 8）——榜单结构稳定，短期靠运营挤榜的难度大。

类目热度

Soccer & Futsal 62Yoga Clothing55Hiking & Outdoor54Running Clothing50Basketball Clothing46Competitive Swimwear45Tennis Clothing42Martial Arts Clothin39Volleyball Clothing38Gymnastics Clothing34Golf Clothing31Cycling Clothing30Dance Apparel29Baseball Clothing24Ski Clothing22Snowboarding Clothin8

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
Soccer & Futsal Clothing61.636.0%36+4+0.0%
Yoga Clothing54.827.0%27+4+0.0%
Hiking & Outdoor Recreation Clothing53.626.0%26+4+0.0%
Running Clothing50.420.0%20+4+0.0%
Basketball Clothing45.826.0%26+3+0.0%
Competitive Swimwear45.045.0%45+0+0.0%
Tennis Clothing42.323.0%23+3+0.0%
Martial Arts Clothing38.633.0%33+1+0.0%
Volleyball Clothing38.126.0%26+2+0.0%
Gymnastics Clothing34.336.0%36+0+0.0%
Golf Clothing31.020.0%20+2+0.0%
Cycling Clothing29.819.0%19+2+0.0%
Dance Apparel29.125.0%25+1+0.0%
Baseball Clothing24.421.0%21+1+0.0%
Ski Clothing22.019.0%19+1+0.0%
Snowboarding Clothing7.87.0%7+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Carhartt Men's Iconic A18 Watch Cap Beanie（Hiking & Outdoor Recreation Clothing）一天新增 24,638 条评论，当前 176,130 条，排名第 2。
评论增长的普遍性1191 个连续两天在榜的商品里，880 个（74%）评论数在增长，264 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）。
疑似数据跳变4 个商品一天增加超过 200 条评论（Carhartt Men's Iconic A1、Carhartt Men's Iconic A1、Carhartt Men's Iconic A1），这通常是变体合并或历史评论并入，不是真实日销，销量推算列已标记，不参与横向比较。
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
Carhartt Men's Iconic A18 Watch Cap BeanieHiking & Outdoor Recreation Clothing2+24,638176,130疑似变体合并19.99
Carhartt Men's Iconic A18 Watch Cap BeanieRunning Clothing9+24,638176,130疑似变体合并19.99
Carhartt Men's Iconic A18 Watch Cap BeanieSki Clothing1+24,638176,130疑似变体合并19.99
Carhartt Men's Iconic A18 Watch Cap BeanieSnowboarding Clothing1+24,638176,130疑似变体合并19.99
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic NyloGolf Clothing30+3514,607700 ~ 3,50014.98
Compression Shirt Men Slimming Body Shaper Vest CrewRunning Clothing39+272,862540 ~ 2,70019.99
Walifrey Joggers with Pockets, Drawstring SweatpantsBasketball Clothing3+2610,902520 ~ 2,6009.99
Walifrey Joggers with Pockets, Drawstring SweatpantsRunning Clothing8+2610,902520 ~ 2,6009.99
musesox Compression Socks for Women and Men,15-20 mmRunning Clothing37+251,764500 ~ 2,50014.99
ROXUN Arm Sleeves Cooling UV Sun Protection Sport CoRunning Clothing28+2415,405480 ~ 2,4009.99
SINOPHANT High Waisted Leggings Women with Pockets |Yoga Clothing1+2415,083480 ~ 2,4006.39
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Baseball Clothing9+239,210460 ~ 2,3008.99
PRETISKY Womens Flared Yoga Pants with Pockets, HighBasketball Clothing13+232,367460 ~ 2,30012.98
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Basketball Clothing29+239,210460 ~ 2,3008.99
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Soccer & Futsal Clothing26+239,210460 ~ 2,3008.99
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Yoga Clothing32+239,210460 ~ 2,3008.99
FITRELL 3 Pairs Compression Socks for Women and Men Running Clothing10+2240,388440 ~ 2,20012.99
Under Armour Men's HeatGear Compression Short-SleeveCycling Clothing58+2020,659400 ~ 2,00031.50
Under Armour Men's HeatGear Compression Short-SleeveGolf Clothing94+2020,659400 ~ 2,00031.50
Under Armour Men's HeatGear Compression Short-SleeveTennis Clothing87+2020,659400 ~ 2,00031.50
Amazon Essentials Men's Full-Zip Fleece Hoodie SweatYoga Clothing5+2061,900400 ~ 2,00018.67
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing1+1963,814380 ~ 1,90013.70
Amazon Essentials Men's Fleece Open Bottom SweatpantRunning Clothing1+1963,814380 ~ 1,90013.70
FOHOFO Yoga Pants Women, Flare Leggings for Women wiBasketball Clothing7+183,632360 ~ 1,80013.99
Liberty Imports 5 Pack Men's Active Quick Dry Crew NCycling Clothing24+1858,027360 ~ 1,80039.95

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+46,69080
Hiking & Outdoor Recreation Clothing+43,62274
Yoga Clothing+43,63273
Soccer & Futsal Clothing+43,11664
Basketball Clothing+33,04074
Tennis Clothing+32,97077
Cycling Clothing+22,14081
Golf Clothing+22,76380
Volleyball Clothing+258274
Baseball Clothing+13,14179
Dance Apparel+193575
Martial Arts Clothing+193767
Ski Clothing+12,71581
Snowboarding Clothing+13,02293
Gymnastics Clothing+043564
Competitive Swimwear+066755

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
49
个
评论暴增
4
个
本日异常汇总价格骤变 49 个、评论暴增 4 个，最严重的是「评论暴增」：一天 +24,638 条评论。

异常明细（严重度降序）

类型商品分类变化严重度
评论暴增Carhartt Men's Iconic A18 Watch Cap BeanieHiking & Outdoor Recreation Clothing一天 +24,638 条评论82.1
评论暴增Carhartt Men's Iconic A18 Watch Cap BeanieRunning Clothing一天 +24,638 条评论82.1
评论暴增Carhartt Men's Iconic A18 Watch Cap BeanieSki Clothing一天 +24,638 条评论82.1
评论暴增Carhartt Men's Iconic A18 Watch Cap BeanieSnowboarding Clothing一天 +24,638 条评论82.1
价格骤变Real Essentials 5 Pack: Women's Dry-Fit Short SleeCycling Clothing$25.64 → $39.99（+56%）3.7
价格骤变PRSFPN Women's Y2k Mini Ruffle Skirts with Shorts Cycling Clothing$19.99 → $29.99（+50%）3.3
价格骤变adidas Boys' 3 Stripe Tapered PantCompetitive Swimwear$17.50 → $26.25（+50%）3.3
价格骤变PRETTYGARDEN Womens Striped Oversized Sweatshirt LHiking & Outdoor Recreation Clothing$19.99 → $29.98（+50%）3.3
价格骤变PRETTYGARDEN Womens Striped Oversized Sweatshirt LSoccer & Futsal Clothing$19.99 → $29.98（+50%）3.3
价格骤变PRETTYGARDEN Womens Striped Oversized Sweatshirt LVolleyball Clothing$19.99 → $29.98（+50%）3.3
价格骤变Thermal Underwear Set for Women Fleece Lined Long Ski Clothing$9.49 → $13.99（+47%）3.2
价格骤变New Balance Lightweight Skull Cap Beanie for RunniHiking & Outdoor Recreation Clothing$19.99 → $28.56（+43%）2.9
价格骤变New Balance Lightweight Skull Cap Beanie for RunniSki Clothing$19.99 → $28.56（+43%）2.9
价格骤变New Balance Lightweight Skull Cap Beanie for RunniSnowboarding Clothing$19.99 → $28.56（+43%）2.9
价格骤变FOHOFO Yoga Pants Women, Flare Leggings for Women Basketball Clothing$9.96 → $13.99（+40%）2.7
价格骤变Arshiner Thermal Underwear for Kids Long Johns GirSki Clothing$12.82 → $17.99（+40%）2.7
价格骤变Arshiner Kids Girls Classic Long Sleeve Leotard DaDance Apparel$12.17 → $16.99（+40%）2.6
价格骤变Century Star 4 Layers Tutu for Girls Toddler Kids Dance Apparel$7.19 → $9.99（+39%）2.6
价格骤变Arena Women's Solid Team Swimsuit Challenge Back MCompetitive Swimwear$54.00 → $74.00（+37%）2.5
价格骤变Libin Women's Joggers Pants Athletic Casual SweatpDance Apparel$43.06 → $27.98（-35%）2.3
价格骤变YEOREO Ease Workout Leggings Womens Straight LeggiRunning Clothing$22.47 → $29.99（+33%）2.2
价格骤变PINSPARK Womens Tennis Skirt Pleated Athletic GolfGolf Clothing$14.99 → $19.99（+33%）2.2
价格骤变PINSPARK Womens Tennis Skirt Pleated Athletic GolfRunning Clothing$14.99 → $19.99（+33%）2.2
价格骤变PINSPARK Womens Tennis Skirt Pleated Athletic GolfTennis Clothing$14.99 → $19.99（+33%）2.2
价格骤变YEOREO Ease Workout Leggings Womens Straight LeggiYoga Clothing$22.92 → $29.99（+31%）2.1
价格骤变Bofell Hoodies for Women Long Sleeve Shirts Fall CSoccer & Futsal Clothing$9.99 → $12.99（+30%）2.0
价格骤变Bofell Hoodies for Women Long Sleeve Shirts Fall CVolleyball Clothing$9.99 → $12.99（+30%）2.0
价格骤变adidas Rivalry Over-the-Calf Soccer Socks 2 Pairs Soccer & Futsal Clothing$15.99 → $11.19（-30%）2.0
价格骤变Zaclotre Girls Gymnastics Leotards Crisscross BackGymnastics Clothing$6.99 → $8.99（+29%）1.9
价格骤变Ficerd 3 Pack Women's Long Sleeve Shirts Cotton SwVolleyball Clothing$33.99 → $42.99（+26%）1.8

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
1191
两天都识别出品牌
有变化品牌
377
共 407 个品牌
新进榜商品
375
170 个品牌
抢位最猛Trendy Queen：25 个在榜商品权重分 1,415 → 1,491（+76，相对 +5.4%），Top20 席位 +2。
失位最多MAGCOMSEN：22 个在榜商品权重分 979 → 880（-99，相对 -10.1%）。
真·新进榜品牌PINSPARK（23 个商品）、G Gradual（18 个商品）、MAGCOMSEN（18 个商品）、Fisoew（10 个商品）、AVGO（8 个商品）、Gildan（7 个商品）、Zaclotre（7 个商品）、PRETTYGARDEN（7 个商品），共 375 个新商品。
口径说明只统计「两天都识别出品牌」的同一批 1191 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
MAGCOMSEN22880-99-10.1%+0-112.99+0.00
PINSPARK583,778-84-2.2%-1-214.99+5.00
Trendy Queen251,491+76+5.4%+2-124.99+0.00
G Gradual311,609-74-4.4%-1+018.99+0.00
CHOK.LIDS9489+68+16.2%+1+114.99+0.00
FURTALK9306-66-17.7%+0+011.99+0.00
adidas321,936-65-3.2%+0-217.74+0.35
Under Armour311,666-64-3.7%+0+024.99+0.00
TACVASEN13555+63+12.8%+0+114.99+0.00
Boonlight238-59-60.8%+0-119.99+0.00
CRZ YOGA241,130-56-4.7%+0+028.00+0.00
Century Star6428+49+12.9%+0+18.49+1.40
Dokotoo3134+45+50.6%+0+118.88+0.00
ROXUN7564+44+8.5%+1+26.29+0.00
Obla3196+39+24.8%+0+119.99+0.00
Tooprvix2116-38-24.7%-1-116.99+0.00
AUXDIO2127+37+41.1%+0+119.99+0.00
Pudolla3170+36+26.9%+0+019.99+0.00
CHARMKING3191-33-14.7%+0-17.98+0.00
TRENDOUX246-33-41.8%+0-114.49+0.00
BALENNZ4230-32-12.2%+0+024.99+0.00
Nike16655-32-4.7%+0+031.85-0.02
MLYENX5177-32-15.3%+0+033.99+0.00
PFFY5301+32+11.9%+0+06.26+0.00
Rolimaka129-31-51.7%+0-114.99+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
1144
97%
涨价带
36
个
降价带
4
个
价格带流动性1184 个可比商品中 1144 个（97%）留在原价格带，36 个涨带、4 个降带。
吸货/失血的价位20-30 美元带净流入 +15 个商品，<10 美元带净流出 -8 个。

价格带流向 Top15

迁移商品数
15-20 → 20-3014
10-15 → 15-209
<10 → 10-158
30-50 → 50-1004
15-20 → 10-152
30-50 → 20-302
20-30 → 30-501

各价格带净流入

价格带净流入
20-30+15
50-100+4
10-15+1
30-50-5
15-20-7
<10-8

跨带幅度最大

商品分类价格幅度排名
Real Essentials 5 Pack: Women's Dry-Fit Short SleeCycling Clothing25.64 → 39.99+56%93
PRSFPN Women's Y2k Mini Ruffle Skirts with Shorts Cycling Clothing19.99 → 29.99+50%62
adidas Boys' 3 Stripe Tapered PantCompetitive Swimwear17.50 → 26.25+50%51
PRETTYGARDEN Womens Striped Oversized Sweatshirt LHiking & Outdoor Recreation Clothing19.99 → 29.98+50%67
PRETTYGARDEN Womens Striped Oversized Sweatshirt LSoccer & Futsal Clothing19.99 → 29.98+50%61
PRETTYGARDEN Womens Striped Oversized Sweatshirt LVolleyball Clothing19.99 → 29.98+50%17
Thermal Underwear Set for Women Fleece Lined Long Ski Clothing9.49 → 13.99+47%49
New Balance Lightweight Skull Cap Beanie for RunniHiking & Outdoor Recreation Clothing19.99 → 28.56+43%74
New Balance Lightweight Skull Cap Beanie for RunniSki Clothing19.99 → 28.56+43%29
New Balance Lightweight Skull Cap Beanie for RunniSnowboarding Clothing19.99 → 28.56+43%14
FOHOFO Yoga Pants Women, Flare Leggings for Women Basketball Clothing9.96 → 13.99+40%7
Arshiner Thermal Underwear for Kids Long Johns GirSki Clothing12.82 → 17.99+40%17
Arshiner Kids Girls Classic Long Sleeve Leotard DaDance Apparel12.17 → 16.99+40%29
Libin Women's Joggers Pants Athletic Casual SweatpDance Apparel43.06 → 27.98-35%11
PINSPARK Womens Tennis Skirt Pleated Athletic GolfGolf Clothing14.99 → 19.99+33%10

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Carhartt Men's Iconic A18 Watch Cap Beanie（Hiking & Outdoor Recreation Clothing）得分 55.8：评论 +24,638，排名 3→2，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
Carhartt Men's Iconic A18 Watch Cap BeanieHiking & Outdoor Recreation Clothing55.82+1+24,63819.994.8评论+24,638、排名升1、评分≥4.3
Carhartt Men's Iconic A18 Watch Cap BeanieRunning Clothing55.09-1+24,63819.994.8评论+24,638、评分≥4.3
Carhartt Men's Iconic A18 Watch Cap BeanieSki Clothing55.010+24,63819.994.8评论+24,638、评分≥4.3
Carhartt Men's Iconic A18 Watch Cap BeanieSnowboarding Clothing55.010+24,63819.994.8评论+24,638、评分≥4.3
Pudolla Men's Fishing Swim Graphic Shirts Short Competitive Swimwear46.366+27014.994.5排名升27、低于类目均价、评分≥4.3
TACVASEN Women's Short Sleeve Workout Shirts UPFHiking & Outdoor Recreation Clothing45.566+26+312.994.4评论+3、排名升26、低于类目均价、评分≥4.3
TACVASEN Women's Short Sleeve Workout Shirts UPFSoccer & Futsal Clothing44.060+24+312.994.4评论+3、排名升24、低于类目均价、评分≥4.3
CHOK.LIDS Everyday Premium Cotton Dad Hat AdjustHiking & Outdoor Recreation Clothing41.675+21014.994.4排名升21、低于类目均价、评分≥4.3
ROXUN Beanie for Men/Women Winter Hat Soft Warm Ski Clothing41.633+21+58.994.5评论+5、排名升21、低于类目均价、评分≥4.3
Beanie Hats for Men Women Knit Winter Hat, Warm Snowboarding Clothing41.654+2106.794.7排名升21、低于类目均价、评分≥4.3
YUDSUD High Waisted Leggings for Women - Tummy CYoga Clothing40.863+20+87.254.3评论+8、排名升20、低于类目均价、评分≥4.3
Dokotoo Women's Casual Crew Neck Sweatshirt LoosVolleyball Clothing40.336+32+515.224.2评论+5、排名升32、低于类目均价
Century Star Beanie for Men Women Black Skull CaSnowboarding Clothing40.035+1906.994.4排名升19、低于类目均价、评分≥4.3
Roadbox Boys Swim Jammers, Quick Dry Youth CompeCompetitive Swimwear40.046+19+28.994.5评论+2、排名升19、低于类目均价、评分≥4.3
ONUPGO Sweatband Set Sports Headband Wristband SCycling Clothing39.226+1806.294.6排名升18、低于类目均价、评分≥4.3
Phantomon Tutu Skirt Women's Teens Classic ElastDance Apparel39.266+18+39.994.4评论+3、排名升18、低于类目均价、评分≥4.3
FeelfunFeather Belly Dance Hip Scarf Women's TieDance Apparel38.435+17+19.994.4评论+1、排名升17、低于类目均价、评分≥4.3
Ekouaer Womens Long Sleeve Shirts Raglan Sleeve Ski Clothing38.459+17+412.994.4评论+4、排名升17、低于类目均价、评分≥4.3
Arshiner Gymnastics Leotards for Girls Long SleeGymnastics Clothing37.669+16+19.994.8评论+1、排名升16、低于类目均价、评分≥4.3
Rocky Thermal Underwear for Kids, Girls ThermalsSki Clothing37.657+16016.994.5排名升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
1746
个商品有 ≥3 天数据
上冲
982
个
滑落
731
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
Trendy Queen Women’s Fleece Oversized Mock Neck SwHiking & Outdoor Recreation Clothing37-21.8/天-614
Arctix Women's Essential Insulated Ski Bibs, WaterSki Clothing24-21.5/天-433
SANTINY Women's Track Pants 28"/30"/32"/34" | StraSoccer & Futsal Clothing42-21.5/天-433
Taubow 2 Packs Gymnastics Leotards for Girls Kids Gymnastics Clothing29-20.5/天-524
Stelle Gymnastics Leotards for Girls Unitards BikeDance Apparel51-20.5/天-413
MdnMd Girls' Women's Ballet Tights Ultra Soft ConvDance Apparel38-20.0/天-614
G Gradual 28"/30"/32"/34" Inseam Women's Yoga PantYoga Clothing61-19.5/天-393
Tstiti Gymnastics Leotards for Girls Long Sleeve OGymnastics Clothing41-18.6/天-484
SANTINY Women's Track Pants 28"/30"/32"/34" | StraBasketball Clothing44-18.5/天-373
Zaclotre Kid Girls Gymnastic Leotard Sparkly ShinyGymnastics Clothing35-18.0/天-363
G Gradual Men's Fleece Lined Winter Pants with 3 ZBasketball Clothing65-17.5/天-353
G Gradual Men's Athletic Workout T-Shirts MoistureYoga Clothing48-17.0/天-343
32 Degrees Heat Women's Lightweight Baselayer CrewSki Clothing43-16.8/天-534
Under Armour Kids HeatGear Armour Short Sleeve (BiCycling Clothing58-16.5/天-333
Trendy Queen Women’s Fleece Oversized Mock Neck SwSoccer & Futsal Clothing33-16.1/天-585
Nymphperi Gymnastics Leotards for Girls Long SleevGymnastics Clothing28-15.7/天-524
LOMON Balaclava Ski Mask Sherpa Hood Fleece WinterSnowboarding Clothing62-15.5/天-313
Nymphperi Gymnastics Leotards for Girls Sparkly 2 Dance Apparel11-15.1/天-776
G Gradual Men's Athletic Workout T-Shirts MoistureHiking & Outdoor Recreation Clothing40-15.0/天-303

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
Women's Teen Adult Tutu Skirt Elastic Tulle Tutu SDance Apparel98+37.5/天+753
Mens Sweatsuit 2 Piece Fleece Hoodie Tracksuit SofMartial Arts Clothing91+35.0/天+703
Facitisu Track Suits for Women Set Sweatsuits 2 PiVolleyball Clothing88+32.0/天+643
speerise Long Sleeve Bodysuit One Piece Bodycon TuGymnastics Clothing97+29.0/天+583
OVIGILY Women's Long Sleeve Unitard Dance Costume Gymnastics Clothing96+28.0/天+563
VZV 2T-6Y Toddler Thermal Set Thermal Underwear foSki Clothing98+27.0/天+543
Zengjo Men's Ringer Tee Crewneck Athletic T ShirtsCycling Clothing68+26.0/天+523
Ekkovision Lifestyle Beaters, Men's Tank Tops, OrgYoga Clothing80+25.0/天+503
ZOORON Beanie for Women Men Ski Watch Cap Cuffed PHiking & Outdoor Recreation Clothing91+24.5/天+493
dioxoib Men Track Suits Sets Long Sleeve Full-zip Volleyball Clothing100+24.5/天+493
Century Star Beanie for Men Women Black Skull Cap Running Clothing97+23.0/天+463
NPJY Baseball Cap Golf Dad Hat Adjustable OriginalRunning Clothing97+23.0/天+463
LOMON Women's Low Rise Micro Mini Skirt with BuiltGolf Clothing94+23.0/天+463
ZOORON Beanie for Men Women Warm Winter Hat UnisexSnowboarding Clothing70+22.5/天+453
ZOORON Beanie for Men Women Warm Winter hat AcryliSnowboarding Clothing99+21.8/天+674
Amazon Essentials Unisex Kids and Toddlers' Long SBasketball Clothing87+21.5/天+433
Century Star Beanie for Men Women Black Skull Cap Ski Clothing100+21.1/天+905
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy Soccer & Futsal Clothing91+20.9/天+825
PINSPARK Tennis Skirts for Women High Waisted GolfTennis Clothing94+20.9/天+654

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
566
条
命中
288
条
命中率
51%
全部历史
预测命中率历史 566 条预测命中 288 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 2026-10-25 的预测（7 条掉榜风险 / 6 条上冲潜力）

类型商品分类置信度依据
掉榜风险Sireck Cold Weather Balaclava Ski Mask, Water Resnowboarding1.00排在第 99 名且比昨天后退 20 名
掉榜风险TRENDOUX Merino Wool Winter Gloves: Touch Screensoccer1.00排在第 98 名且比昨天后退 21 名
掉榜风险Bofell Hoodies for Women Long Sleeve Shirts Fallsoccer1.00排在第 100 名且比昨天后退 19 名
掉榜风险Speedo Men's Poly Mesh Square Leg Swimsuitswimwear1.00排在第 98 名且比昨天后退 19 名
掉榜风险Speedo Womens Swimsuit One Piece Endura Soft Claswimwear1.00排在第 99 名且比昨天后退 16 名
掉榜风险Ipletix Flare Leggings for Women Dress Yoga Pantyoga1.00排在第 99 名且比昨天后退 26 名
掉榜风险G Gradual Men's Quarter Zip Pullover Running Athtennis0.97排在第 97 名且比昨天后退 17 名
上冲潜力Dokotoo Women's Casual Crew Neck Sweatshirt Loosvolleyball0.97第 36 名，一天前进 32 名，评论 +5
上冲潜力Trendy Queen Womens Oversized Sweatshirts with Shiking0.82第 10 名，一天前进 21 名，评论 +12
上冲潜力Trendy Queen Womens Oversized Sweatshirts with Ssoccer0.82第 8 名，一天前进 21 名，评论 +12
上冲潜力ROXUN Beanie for Men/Women Winter Hat Soft Warm ski0.75第 33 名，一天前进 21 名，评论 +5
上冲潜力Ficerd 3 Pack Women's Long Sleeve Shirts Cotton volleyball0.52第 30 名，一天前进 16 名，评论 +3
上冲潜力FeelfunFeather Belly Dance Hip Scarf Women's Tiedance0.41第 35 名，一天前进 17 名，评论 +1

历史命中率（逐日）

预测日条数命中命中率
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%