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

深度分析

2026-10-28 · 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
758
CR4 44% · 样本 100
Tennis Clothing
554
CR4 35% · 样本 100
Gymnastics Clothing
356
CR4 28% · 样本 100
Golf Clothing
354
CR4 28% · 样本 100
集中度差异在已识别品牌的商品中，Competitive Swimwear 最集中（HHI 758，前 4 名品牌占 44%，样本 100 个）；Running Clothing 最分散（HHI 166，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 Swimwear758Tennis Clothing554Gymnastics Clothing356Golf Clothing354Martial Arts Clothin354Volleyball Clothing338Soccer & Futsal 330Yoga Clothing278Basketball Clothing246Cycling Clothing246Dance Apparel230Hiking & Outdoor226Snowboarding Clothin192Ski Clothing184Baseball Clothing178Running Clothing166

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 Swimwear3944%66%758100100%
Tennis Clothing5335%52%554100100%
Gymnastics Clothing5228%46%356100100%
Golf Clothing6128%43%354100100%
Martial Arts Clothing5628%50%354100100%
Volleyball Clothing5326%48%338100100%
Soccer & Futsal Clothing6128%47%330100100%
Yoga Clothing6625%39%278100100%
Basketball Clothing6823%38%246100100%
Cycling Clothing6722%37%246100100%
Dance Apparel6920%35%230100100%
Hiking & Outdoor Recreation Clothing6619%36%226100100%
Snowboarding Clothing7016%31%192100100%
Ski Clothing7115%29%184100100%
Baseball Clothing7113%29%178100100%
Running Clothing7714%28%166100100%

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=-0.22）——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）5 个类目呈明显正相关：价格越低名次越好，典型是 Dance Apparel（ρ=+0.42）——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 $14.09，第 91-100 名 $16.97（头部更便宜）。

按排名分位的价格中位数

第1-10名14第11-20名15第21-30名14第31-40名15第41-50名15第51-60名17第61-70名16第71-80名17第81-90名18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-0.2224.9973越贵更靠前
Martial Arts Clothing-0.0633.1467关系不明显
Gymnastics Clothing-0.0514.9996关系不明显
Yoga Clothing-0.0418.4578关系不明显
Running Clothing+0.0713.7177关系不明显
Baseball Clothing+0.0813.9974关系不明显
Soccer & Futsal Clothing+0.0919.8070关系不明显
Hiking & Outdoor Recreation Clothing+0.1212.9876关系不明显
Competitive Swimwear+0.1329.9375关系不明显
Tennis Clothing+0.1714.9972关系不明显
Golf Clothing+0.1814.9971关系不明显
Cycling Clothing+0.2112.6978便宜更靠前
Ski Clothing+0.2413.9980便宜更靠前
Basketball Clothing+0.2817.9970便宜更靠前
Snowboarding Clothing+0.379.9972便宜更靠前
Dance Apparel+0.4213.4872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 $15.00，中位排名 26）、袜子（45 个排名位，中位价 $14.98，中位排名 42）、高腰（193 个排名位，中位价 $15.99，中位排名 43）。
低于均价且排名更好的属性袜子 —— 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、高腰、聚酯纤维、口袋、紧身裤 —— 溢价属性，适合做高价款。

标题高频词

workout459athletic450sleeve439running397shorts393long358soft352shirts295pockets283lightweight283pants283casual268winter258yoga255women's252tops252men's251breathable239

属性词表现（按中位排名排序，越低越好）

全站基准：中位价 $14.99，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
娇小1533.14234.284+18.15-28
高个2015.0026.54.431+0.01-24
袜子4514.98424.561-0.01-8
高腰19315.99434.391+1.00-8
聚酯纤维1419.4845.04.4114+4.49-6
口袋30719.99454.391+5.00-6
紧身裤6818.9848.04.441+3.99-2
宽松16219.9949.04.361+5.00-2
女士91715.61504.381+0.62-0
短裤38014.9950.04.441+0.00-0
卫衣17125.06504.341+10.07-0
弹力/氨纶17816.9951.04.443+2.00+0
压缩6419.9951.04.482+5.00+0
保暖/抓绒17818.9951.04.451+4.00+0
男士58013.9951.04.481-1.00+0
拉链16027.0252.04.381+12.03+2
纯棉10812.9953.54.412-2.00+3
防晒12712.49544.442-2.50+4
多件装20619.9955.04.451+5.00+4
速干34514.99554.461+0.00+4
羊毛/美利奴1513.49564.511-1.50+6
无缝2727.88564.411+12.89+6
透气/网眼25514.99574.481+0.00+6
T恤10314.99584.484+0.00+8
儿童/青少年19514.24594.591-0.75+8
大码913.59634.271-1.40+12
背心2614.2467.54.388-0.75+17

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
1021
个不同 ASIN（1600 行去重后）
有视频
17%
172 个
图片中位数
6
张
上架天数中位
852.0
可解析 750 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（439 个），颜色少的一组 55（490 个），差 -13 名；中位价 $16.99 vs $16.99。其余依次是 变体数量 -11、上架时间 -11、视频 -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：变体数量 里「有」的一组中位价贵 $2.94、排名靠前 11 名，像是高配撑溢价。
A+ 字段没有采到，本项无结论详情层 1021 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 929） —— 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 1021 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 750/1021 个（其余格式不符已跳过），卖家可识别 665/1021 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439变体数量460上架时间375视频172卖家类型66尺码可选数455卖点条数63图片数量99

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：1021 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4394216.994.43-13
颜色少49055.016.994.44—
变体数量（中位 19）多变体46044.017.934.43-11
少变体4695514.994.43—
上架时间（中位 852）上架久（>中位）3754217.564.45-11
上架新（≤中位）3755314.994.41—
视频有视频17244.518.994.42-6
无视频7575016.994.43—
卖家类型Amazon 自营6643.524.864.46-6
第三方卖家5994914.994.44—
尺码可选数（中位 5）尺码多4554619.894.45-4
尺码少47450.014.984.41—
卖点条数（中位 5）卖点多634818.174.4-1
卖点少86649.016.994.43—
图片数量（中位 6）多图（>中位）994812.954.42+2
少图（≤中位）73846.516.994.43—

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
13.48
中位价 · 视频覆盖 5% · 空白度 97
Snowboarding Clothing
9.99
中位价 · 视频覆盖 5% · 空白度 88
Gymnastics Clothing
14.99
中位价 · 视频覆盖 9% · 空白度 87
Golf Clothing
14.99
中位价 · 视频覆盖 11% · 空白度 78
货架最空的类目Dance Apparel（空白度 97）：100 个详情样本里只有 5% 带视频，价格带 P25-P75 只跨 $9.99~$16.99（0.52 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（87）。
已经卷起来的类目Hiking & Outdoor Recreation Clothing（空白度 16）视频覆盖率 19%（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 69~84 个，且是关键字命中不是成分占比。department 平均覆盖 60%，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）

Cycling Clothing24Soccer & Futsal 23Volleyball Clothing23Yoga Clothing22Basketball Clothing21Martial Arts Clothin21Baseball Clothing20Hiking & Outdoor19Competitive Swimwear17Tennis Clothing16Running Clothing15Golf Clothing11Ski Clothing10Gymnastics Clothing9Dance Apparel5Snowboarding Clothin5

货架空白度（越高越空）

Dance Apparel97Snowboarding Clothin88Gymnastics Clothing87Golf Clothing78Ski Clothing67Running Clothing58Competitive Swimwear52Tennis Clothing52Basketball Clothing44Volleyball Clothing41Baseball Clothing40Martial Arts Clothin38Yoga Clothing33Soccer & Futsal 31Cycling Clothing19Hiking & Outdoor16

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 Clothing7.999.9914.997.08.040.02.716.073.014.01.05.05.92100
Cycling Clothing8.9812.6919.9710.9910.176.88.730.458.033.05.024.06.0100
Hiking & Outdoor Recreation Clothing8.9912.9824.9815.9913.456.17.314.667.028.00.019.05.94100
Dance Apparel9.9913.4816.997.02.651.316.739.767.02.030.05.05.67100
Running Clothing8.9913.7117.999.09.647.016.936.164.030.04.015.05.9100
Baseball Clothing9.9913.9919.9910.015.253.221.516.546.037.010.020.05.46100
Ski Clothing8.8713.9919.9911.125.251.95.228.661.024.011.010.05.93100
Golf Clothing11.9914.9919.998.014.559.211.818.453.042.00.011.05.84100
Gymnastics Clothing11.9914.9918.997.09.146.823.470.114.00.085.09.05.67100
Tennis Clothing11.8214.9922.7310.9116.266.27.521.258.036.01.016.05.8100
Basketball Clothing13.317.9923.7510.4512.369.112.322.251.041.07.021.05.85100
Yoga Clothing11.7418.4525.013.2610.761.920.223.869.026.04.022.05.8100
Soccer & Futsal Clothing11.7719.825.7413.977.576.210.025.066.029.02.023.05.7100
Volleyball Clothing17.3324.9929.9912.668.981.02.527.885.011.03.023.05.61100
Competitive Swimwear19.9829.9339.9719.990.059.443.539.141.035.020.017.05.51100
Martial Arts Clothing19.9833.1442.4922.519.273.79.234.258.034.06.021.05.7100

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（53%）、女士向（46%）。40
Basketball Clothing高价溢价、视频中等、价格带窄、材质以涤纶为主（69%）、女士向（51%）。44
Cycling Clothing低价走量、视频中等、价格带中等、材质以涤纶为主（77%）、女士向（58%）。19
Dance Apparel中价主流、视频覆盖低、价格带窄、材质以涤纶为主（51%）、女士向（67%）。97
Golf Clothing中价主流、视频覆盖低、价格带窄、材质以涤纶为主（59%）、女士向（53%）。78
Gymnastics Clothing中价主流、视频覆盖低、价格带窄、材质以弹力为主（70%）、儿童向（85%）。87
Hiking & Outdoor Recreation Clothing中价主流、视频覆盖低、价格带拉得开、材质以涤纶为主（56%）、女士向（67%）。16
Martial Arts Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（74%）、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（47%）、女士向（64%）。58
Ski Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（52%）、女士向（61%）。67
Snowboarding Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（40%）、女士向（73%）。88
Soccer & Futsal Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（76%）、女士向（66%）。31
Competitive Swimwear高价溢价、视频覆盖低、价格带中等、材质以涤纶为主（59%）、女士向（41%）。52
Tennis Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（66%）、女士向（58%）。52
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（85%）。41
Yoga Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（62%）、女士向（69%）。33

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
923
占已采集 57.7%
实测留评率
6.18%
每卖出 100 件的评论数（池化估计）
两种估算一致度
1.82
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 400 件，相差 80%。冲进前 10 名的价值主要在这里。
实测留评率上限约 6.18%池化样本：923 个商品合计评论 +2,508，对应已知月销下界合计 1,217,250 件。换算过来大约每卖出 16 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 16 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849 个商品同时有 A/B 两个估算，评论法与排名法的中位比值 1.82（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）

1-102,00011-201,00021-301,00031-4075041-5070051-6065061-7080071-8070081-9050091-100400

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
1-101062,00050~20,000
11-20981,000100~10,000
21-30931,00050~10,000
31-4010075050~9,000
41-509770050~9,000
51-609665050~6,000
61-709380050~8,000
71-808270050~7,000
81-907850050~5,000
91-1008040050~5,000

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 Clothing12,0003,397$8.991K+ bought
Flexfit Men's Athletic Baseball Fitted CapBaseball Clothing22,0002,426$13.486K+ bought
ALWAYS Yoga Shorts for Women – High Waisted Workout Baseball Clothing32,000485$9.99900+ bought
KBETHOS Classic Unisex Cotton Adjustable Low Crown BBaseball Clothing42,000—$9.95—
NPJY Baseball Cap Golf Dad Hat Adjustable Original CBaseball Clothing52,0001,456$9.951K+ bought
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy CoBaseball Clothing62,000—$14.991K+ bought
Biker Shorts Women with Pockets - 3"/5"/8" Workout GBaseball Clothing72,000485$6.474K+ bought
Century Star Knee High Socks for Women Long Tube SocBaseball Clothing82,000970$5.99—
NORTHYARD Men's Athletic Running Shorts Gym Workout Baseball Clothing92,0005,824$24.991K+ bought
Haloumoning Girls Athletic Shorts Kids High Waisted Baseball Clothing102,0001,456$9.99600+ bought
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing12,00012,619$14.207K+ bought
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing22,0009,221$7.264K+ 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
ALWAYS Yoga Shorts for Women – High Waisted Workou32,000485评论远低于同类名次，疑似刚上架/评论被合并
Biker Shorts Women with Pockets - 3"/5"/8" Workout72,000485评论远低于同类名次，疑似刚上架/评论被合并
Hanes Men's EcoSmart Sweatpants, Athletic Lounge P42,000485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 Hig22,000485评论远低于同类名次，疑似刚上架/评论被合并
ALWAYS Yoga Shorts for Women – High Waisted Workou72,000485评论远低于同类名次，疑似刚上架/评论被合并
Women 5 Layers Tutu Fluffy Dance Ballet Bubble Ski82,000485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 wit32,000485评论远低于同类名次，疑似刚上架/评论被合并
DLOODA Womens Skort Tennis Skirt with Pocket Short62,000485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 Clothing10085,0002,833$32,075
Basketball Clothing10085,0002,833$37,141
Competitive Swimwear10085,0002,833$68,365
Cycling Clothing10085,0002,833$31,150
Dance Apparel10085,0002,833$25,301
Golf Clothing10085,0002,833$33,491
Gymnastics Clothing10085,0002,833$44,903
Hiking & Outdoor Recreation Clothing10085,0002,833$34,822
Martial Arts Clothing10085,0002,833$58,724
Running Clothing10085,0002,833$32,952
Ski Clothing10085,0002,833$37,690
Snowboarding Clothing10085,0002,833$21,391
Soccer & Futsal Clothing10085,0002,833$39,632
Tennis Clothing10085,0002,833$37,664
Volleyball Clothing10085,0002,833$53,795
Yoga Clothing10085,0002,833$45,998

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

Tennis Clothing
52
换血 38%
Golf Clothing
49
换血 39%
Hiking & Outdoor Recreation Clothing
49
换血 33%
Competitive Swimwear
45
换血 48%
最热的类目Tennis Clothing（热度 52，换血 38%，评论日增中位 +2）——榜单变动快，新品有机会挤进去。
最稳的类目Snowboarding Clothing（热度 9）——榜单结构稳定，短期靠运营挤榜的难度大。

类目热度

Tennis Clothing52Golf Clothing49Hiking & Outdoor49Competitive Swimwear45Volleyball Clothing42Soccer & Futsal 41Gymnastics Clothing38Running Clothing35Cycling Clothing34Baseball Clothing31Martial Arts Clothin30Basketball Clothing28Yoga Clothing28Dance Apparel24Ski Clothing16Snowboarding Clothin9

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
Tennis Clothing51.938.0%38+2+0.0%
Golf Clothing49.039.0%39+2+0.0%
Hiking & Outdoor Recreation Clothing48.833.0%33+3+0.0%
Competitive Swimwear45.048.0%48+0+0.0%
Volleyball Clothing41.534.0%34+2+0.0%
Soccer & Futsal Clothing41.228.0%28+3+0.0%
Gymnastics Clothing37.543.0%43+0+0.0%
Running Clothing35.018.0%18+4+0.0%
Cycling Clothing34.029.0%29+2+0.0%
Baseball Clothing31.027.0%27+2+0.0%
Martial Arts Clothing29.832.0%32+1+0.0%
Basketball Clothing27.719.0%19+3+0.0%
Yoga Clothing27.719.0%19+3+0.0%
Dance Apparel23.828.0%28+1+0.0%
Ski Clothing16.120.0%20+2+0.0%
Snowboarding Clothing8.818.0%18+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 Marquette Full-Zip Sweatshirt（Yoga Clothing）一天新增 355 条评论，当前 25,057 条，排名第 95。
评论增长的普遍性1125 个连续两天在榜的商品里，831 个（74%）评论数在增长，267 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1 个商品一天增加超过 200 条评论（Carhartt Men's Marquette），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 Marquette Full-Zip SweatshirtYoga Clothing95+35525,057疑似变体合并—
Amazon Essentials Men's Athletic Basketball Gym ShorBaseball Clothing25+10377,0862,060 ~ 10,300—
Amazon Essentials Men's Athletic Basketball Gym ShorBasketball Clothing55+10377,0862,060 ~ 10,300—
Amazon Essentials Men's Athletic Basketball Gym ShorSoccer & Futsal Clothing59+10377,0862,060 ~ 10,300—
Amazon Essentials Men's Athletic Basketball Gym ShorYoga Clothing80+10377,0862,060 ~ 10,300—
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic NyloGolf Clothing38+4214,758840 ~ 4,20014.98
Walifrey Joggers with Pockets, Drawstring SweatpantsBasketball Clothing3+3310,988660 ~ 3,3008.49
Walifrey Joggers with Pockets, Drawstring SweatpantsRunning Clothing11+3310,988660 ~ 3,3008.99
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing1+2663,912520 ~ 2,60014.20
Amazon Essentials Men's Fleece Open Bottom SweatpantRunning Clothing1+2663,912520 ~ 2,60014.20
SINOPHANT High Waisted Leggings Women with Pockets |Yoga Clothing1+2415,186480 ~ 2,4006.39
ROXUN Arm Sleeves Cooling UV Sun Protection Sport CoRunning Clothing26+2215,471440 ~ 2,2009.99
Compression Shirt Men Slimming Body Shaper Vest CrewRunning Clothing52+212,943420 ~ 2,100—
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Baseball Clothing14+209,272400 ~ 2,0009.99
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Basketball Clothing33+209,272400 ~ 2,0009.99
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Soccer & Futsal Clothing36+209,272400 ~ 2,0009.99
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Yoga Clothing45+209,272400 ~ 2,0009.99
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing2+1972,350380 ~ 1,9007.26
Obla Men's Golf Polo Shirts Print Short Sleeve Dry FHiking & Outdoor Recreation Clothing25+195,346380 ~ 1,900—
Fruit of the Loom Eversoft Fleece Elastic Bottom SweRunning Clothing2+1972,350380 ~ 1,9007.26
CHARMKING Compression Socks for Women & Men CirculatRunning Clothing12+1991,685380 ~ 1,9008.99
Obla Men's Golf Polo Shirts Print Short Sleeve Dry FTennis Clothing13+195,346380 ~ 1,900—
FOGFIRE Mens Sweatpants with Zipper Pockets LightweiBasketball Clothing12+182,129360 ~ 1,8009.79
FOGFIRE Mens Sweatpants with Zipper Pockets LightweiMartial Arts Clothing52+182,129360 ~ 1,8009.98
FOGFIRE Mens Sweatpants with Zipper Pockets LightweiRunning Clothing24+182,129360 ~ 1,8009.79

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+46,86282
Basketball Clothing+33,07681
Hiking & Outdoor Recreation Clothing+33,62267
Soccer & Futsal Clothing+33,31672
Yoga Clothing+33,88681
Tennis Clothing+23,51862
Baseball Clothing+23,98773
Cycling Clothing+23,40271
Golf Clothing+23,24861
Volleyball Clothing+21,03066
Ski Clothing+23,06580
Dance Apparel+178872
Martial Arts Clothing+11,18666
Snowboarding Clothing+13,06582
Gymnastics Clothing+085357
Competitive Swimwear+073052

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
48
个
排名跳变
3
个
评论暴增
1
个
本日异常汇总价格骤变 48 个、排名跳变 3 个、评论暴增 1 个，最严重的是「价格骤变」：$4.69 → $9.98（+113%）。

异常明细（严重度降序）

类型商品分类变化严重度
价格骤变French Toast Boys' Short Sleeve Crewneck TeeCycling Clothing$4.69 → $9.98（+113%）7.5
价格骤变MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Cycling Clothing$9.99 → $14.99（+50%）3.3
价格骤变MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Golf Clothing$9.99 → $14.99（+50%）3.3
价格骤变MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Hiking & Outdoor Recreation Clothing$9.99 → $14.99（+50%）3.3
价格骤变MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Soccer & Futsal Clothing$9.99 → $14.99（+50%）3.3
价格骤变MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Tennis Clothing$9.99 → $14.99（+50%）3.3
价格骤变MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Yoga Clothing$9.99 → $14.99（+50%）3.3
价格骤变TACVASEN Women's V-Neck T Shirt Short Sleeve UPF 5Cycling Clothing$12.99 → $18.98（+46%）3.1
价格骤变TACVASEN Women's V-Neck T Shirt Short Sleeve UPF 5Golf Clothing$12.99 → $18.98（+46%）3.1
价格骤变TACVASEN Women's V-Neck T Shirt Short Sleeve UPF 5Tennis Clothing$12.99 → $18.98（+46%）3.1
价格骤变Nike Pro Combat Hyperwarm Hydropull HoodSki Clothing$28.04 → $38.99（+39%）2.6
价格骤变Nike Pro Combat Hyperwarm Hydropull HoodSnowboarding Clothing$28.04 → $38.99（+39%）2.6
价格骤变Stelle Women's Tennis Golf Skirts High Waisted AthTennis Clothing$14.99 → $19.99（+33%）2.2
价格骤变Capezio girls Short Sleeve Leotard - GirlsGymnastics Clothing$25.00 → $16.94（-32%）2.1
价格骤变Casly Lamiit Women's 2 Piece Lounge Sets Zip Up SwMartial Arts Clothing$37.99 → $49.99（+32%）2.1
价格骤变Gogokids Girls Long Sleeve 3 Pcs Gymnastics LeotarGymnastics Clothing$9.99 → $12.99（+30%）2.0
价格骤变Century Star Beanie for Men Women Black Skull Cap Hiking & Outdoor Recreation Clothing$5.39 → $6.99（+30%）2.0
价格骤变Century Star Beanie for Men Women Black Skull Cap Running Clothing$5.39 → $6.99（+30%）2.0
价格骤变Century Star Beanie for Men Women Black Skull Cap Ski Clothing$5.39 → $6.99（+30%）2.0
价格骤变Century Star Beanie for Men Women Black Skull Cap Snowboarding Clothing$5.39 → $6.99（+30%）2.0
价格骤变Mens Thermal Underwear Long Johns Set Cold WeatherSki Clothing$27.99 → $19.99（-29%）1.9
价格骤变baleaf Women's Athletic Training Adjustable Strap Competitive Swimwear$27.25 → $34.99（+28%）1.9
价格骤变Glamaker Women's Long Sleeve Crewneck Sweatshirt LVolleyball Clothing$19.99 → $14.97（-25%）1.7
价格骤变SAITAG Balaclava Ski Mask, Winter Warm Fleece, ColSki Clothing$11.99 → $14.99（+25%）1.7
价格骤变SAITAG Balaclava Ski Mask, Winter Warm Fleece, ColSnowboarding Clothing$11.99 → $14.99（+25%）1.7
价格骤变baleaf Women's Travel Pants Lightweight Stretch wiGolf Clothing$27.99 → $34.99（+25%）1.7
价格骤变PINSPARK Tennis Skirts for Women High Waisted GolfGolf Clothing$12.10 → $14.99（+24%）1.6
价格骤变PINSPARK Tennis Skirts for Women High Waisted GolfRunning Clothing$12.10 → $14.99（+24%）1.6
价格骤变PINSPARK Tennis Skirts for Women High Waisted GolfTennis Clothing$12.10 → $14.99（+24%）1.6
价格骤变Ekouaer Women's Velvet Velor Tracksuits 2 Piece LoMartial Arts Clothing$39.68 → $48.99（+23%）1.6

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
1127
两天都识别出品牌
有变化品牌
365
共 381 个品牌
新进榜商品
442
198 个品牌
抢位最猛Century Star：10 个在榜商品权重分 653 → 766（+113，相对 +17.3%），Top20 席位 +2。
失位最多PINSPARK：43 个在榜商品权重分 3,034 → 2,779（-255，相对 -8.4%）。
真·新进榜品牌PINSPARK（37 个商品）、G Gradual（26 个商品）、MAGCOMSEN（13 个商品）、SANTINY（12 个商品）、adidas（10 个商品）、Speedo（10 个商品）、CRZ YOGA（9 个商品）、KBETHOS（8 个商品），共 442 个新商品。
口径说明只统计「两天都识别出品牌」的同一批 1127 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
PINSPARK432,779-255-8.4%+0-614.99+0.00
Century Star10766+113+17.3%+2+16.99+1.00
Trendy Queen221,574+109+7.4%+1+519.99+0.00
MAGCOMSEN211,147-106-8.5%+0-19.99+0.00
MaxNova5392+93+31.1%+1+27.64+0.00
SUPRNOWA8473+83+21.3%+1+217.49+0.00
Zengjo7422+75+21.6%+1+1——
JiAmy240-68-63.0%+0-114.99-1.50
Facitisu4241+63+35.4%+0+039.99+0.00
PFFY6454+58+14.6%+1+0——
NNCEVM273-58-44.3%+0-113.99+0.00
baleaf7397-56-12.4%+0-334.99+7.74
YANIBEST3144-56-28.0%-1+0——
Stelle16942+52+5.8%+0+116.99+1.00
ANRABESS215-52-77.6%+0+0——
Sarfel3173+47+37.3%+1+0——
Leafigure6398-44-10.0%-1+09.99+0.00
Gildan7478+44+10.1%+0+118.17+0.00
NPJY12958+43+4.7%+1+18.96+0.01
dioxoib2126+43+51.8%+0+046.99+0.00
DYW120-42-67.7%+0-1——
ATHMILE266-40-37.7%+0-119.99+0.00
Liberty Imports6316+40+14.5%+0+039.95+0.00
SHEWIN6289-39-11.9%+0+023.99+0.00
NORTHYARD10541-38-6.6%+0+024.99+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
821
97%
涨价带
22
个
降价带
6
个
价格带流动性849 个可比商品中 821 个（97%）留在原价格带，22 个涨带、6 个降带。
吸货/失血的价位15-20 美元带净流入 +5 个商品，<10 美元带净流出 -6 个。

价格带流向 Top15

迁移商品数
<10 → 10-157
10-15 → 15-206
20-30 → 30-505
20-30 → 15-204
15-20 → 20-304
10-15 → <101
15-20 → 10-151

各价格带净流入

价格带净流入
15-20+5
30-50+5
10-15+1
20-30-5
<10-6

跨带幅度最大

商品分类价格幅度排名
MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Cycling Clothing9.99 → 14.99+50%36
MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Golf Clothing9.99 → 14.99+50%60
MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Hiking & Outdoor Recreation Clothing9.99 → 14.99+50%86
MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Soccer & Futsal Clothing9.99 → 14.99+50%72
MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Tennis Clothing9.99 → 14.99+50%55
MAGCOMSEN Women's Workout Tops Short Sleeve UPF 50Yoga Clothing9.99 → 14.99+50%98
TACVASEN Women's V-Neck T Shirt Short Sleeve UPF 5Cycling Clothing12.99 → 18.98+46%42
TACVASEN Women's V-Neck T Shirt Short Sleeve UPF 5Golf Clothing12.99 → 18.98+46%72
TACVASEN Women's V-Neck T Shirt Short Sleeve UPF 5Tennis Clothing12.99 → 18.98+46%66
Nike Pro Combat Hyperwarm Hydropull HoodSki Clothing28.04 → 38.99+39%47
Nike Pro Combat Hyperwarm Hydropull HoodSnowboarding Clothing28.04 → 38.99+39%31
Stelle Women's Tennis Golf Skirts High Waisted AthTennis Clothing14.99 → 19.99+33%5
Capezio girls Short Sleeve Leotard - GirlsGymnastics Clothing25.00 → 16.94-32%62
Gogokids Girls Long Sleeve 3 Pcs Gymnastics LeotarGymnastics Clothing9.99 → 12.99+30%52
Mens Thermal Underwear Long Johns Set Cold WeatherSki Clothing27.99 → 19.99-29%94

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 Marquette Full-Zip Sweatshirt（Yoga Clothing）得分 55.0。
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 Marquette Full-Zip SweatshirtYoga Clothing55.095-4+355—4.7评论+355、评分≥4.3
Century Star Beanie for Men Women Black Skull CaRunning Clothing45.844+3606.994.4排名升36、低于类目均价、评分≥4.3
Trendy Queen Womens Mock Neck Sweatshirt OversizSoccer & Futsal Clothing43.719+32+219.994.4评论+2、排名升32、低于类目均价、评分≥4.3
MaxNova Slouchy Beanie Hats Winter Knitted Caps Hiking & Outdoor Recreation Clothing43.530+3207.644.5排名升32、低于类目均价、评分≥4.3
SUPRNOWA Boy Cut Low Rise Booty Shorts - SpandexYoga Clothing43.558+32013.994.5排名升32、低于类目均价、评分≥4.3
TSSGBL Vintage Cotton Washed Baseball Cap S to XBaseball Clothing42.458+30+113.994.3评论+1、排名升30、低于类目均价、评分≥4.3
MaxNova Slouchy Beanie Cap Knit hat for Men and Ski Clothing41.736+2907.994.6排名升29、低于类目均价、评分≥4.3
Tziharora Long Sleeve Gymnastics Leotards for GiGymnastics Clothing40.654+2709.994.8排名升27、低于类目均价、评分≥4.3
NPJY Baseball Cap Golf Dad Hat Adjustable OriginRunning Clothing40.430+26+39.954.4评论+3、排名升26、低于类目均价、评分≥4.3
OMECHY Mens Winter Warm Knitting Hats Plain SkulSki Clothing40.167+26+19.994.6评论+1、排名升26、低于类目均价、评分≥4.3
American Trends Winter Knit Beanie Hat for Men WSnowboarding Clothing39.436+2506.994.4排名升25、低于类目均价、评分≥4.3
Century Star Beanie for Men Women Black Skull CaHiking & Outdoor Recreation Clothing38.320+2306.994.4排名升23、低于类目均价、评分≥4.3
ZOORON Beanie for Men Women Warm Winter hat AcrySki Clothing37.741+2207.994.5排名升22、低于类目均价、评分≥4.3
Trendy Queen Women's Oversized Sweatshirts Half Volleyball Clothing37.135+21019.994.4排名升21、低于类目均价、评分≥4.3
Champro Mens Vision Athletic Gym ShortsBaseball Clothing36.566+2009.864.3排名升20、低于类目均价、评分≥4.3
SUPRNOWA Boy Cut Low Rise Booty Shorts - SpandexBasketball Clothing36.541+20013.994.5排名升20、低于类目均价、评分≥4.3
SUPRNOWA Boy Cut Low Rise Booty Shorts - SpandexSoccer & Futsal Clothing36.046+19013.994.5排名升19、低于类目均价、评分≥4.3
Blisset High Waist Leggings for Women - Opaque, Running Clothing35.931+18+46.784.4评论+4、排名升18、低于类目均价、评分≥4.3
Etsfmoa Unisex Beanie with The Light, Gifts for Ski Clothing35.866+18+38.994.7评论+3、排名升18、低于类目均价、评分≥4.3
Achiou Ski Mask Balaclava Shiesty, Lightweight WSnowboarding Clothing34.958+17+17.994.4评论+1、排名升17、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 2026-10-29 的预测（11 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PINSPARK Women's Long Sleeve Shirt Quick Dry Worgolf1.00排在第 97 名且比昨天后退 19 名
掉榜风险Womens Sweatsuits 2 Piece Set Cheetah Leopard Homartial-arts1.00排在第 99 名且比昨天后退 31 名
掉榜风险Casly Lamiit Women's 2 Piece Lounge Sets Zip Up martial-arts1.00排在第 100 名且比昨天后退 35 名
掉榜风险Nike unisex-adult mens Balaclavaski1.00排在第 99 名且比昨天后退 24 名
掉榜风险Trendy Queen Womens Zip Up Cropped Hoodies Mock soccer1.00排在第 100 名且比昨天后退 16 名
掉榜风险Speedo Mens Swimsuit Square Leg Endurance+ Solidswimwear1.00排在第 97 名且比昨天后退 23 名
掉榜风险ANRABESS Women's Oversized Sweatshirt Mock Neck volleyball1.00排在第 96 名且比昨天后退 24 名
掉榜风险MAGCOMSEN Women's Workout Tops Short Sleeve UPF yoga1.00排在第 98 名且比昨天后退 24 名
掉榜风险Walifrey Wide Leg Yoga Pants for Women with Pockyoga1.00排在第 100 名且比昨天后退 25 名
掉榜风险DIPUG Girls Ballet Leotards Toddler Shiny Dance dance0.90排在第 96 名且比昨天后退 15 名
掉榜风险Ieumaz Scrunch Butt Lifting Leggings for Women Srunning0.90排在第 96 名且比昨天后退 15 名
上冲潜力Trendy Queen Womens Mock Neck Sweatshirt Oversizhiking0.79第 26 名，一天前进 33 名，评论 +2
上冲潜力Trendy Queen Womens Mock Neck Sweatshirt Oversizsoccer0.77第 19 名，一天前进 32 名，评论 +2
上冲潜力NPJY Baseball Cap Golf Dad Hat Adjustable Originrunning0.72第 30 名，一天前进 26 名，评论 +3
上冲潜力Blisset High Waist Leggings for Women - Opaque, running0.63第 31 名，一天前进 18 名，评论 +4
上冲潜力Trendy Queen Womens Wide Leg Fleece Lined Sweatpbasketball0.57第 27 名，一天前进 22 名，评论 +2
上冲潜力PFFY Unisex Beanie Hats for Men Women Plain Knitski0.45第 30 名，一天前进 16 名，评论 +2
上冲潜力G Gradual Men's Sweatpants with Zipper Pockets Asoccer0.43第 31 名，一天前进 18 名，评论 +1
上冲潜力GAYHAY High Waisted Biker Shorts for Women - 8"/baseball0.39第 29 名，一天前进 16 名，评论 +1
上冲潜力Facitisu Track Suits for Women Set Sweatsuits 2 volleyball0.39第 21 名，一天前进 16 名，评论 +1
上冲潜力G Gradual Men's Sweatpants with Zipper Pockets Abasketball0.37第 32 名，一天前进 15 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%