Amazon 商品页审查

SKILL商业运营
商业运营 未标注权限 许可证不明确
安装这个技能

Amazon 商品页审查 Skill:核对标题、要点、图片信息与评论中的真实体验。 仅用于单商品整页审查,不用于双 ASIN 对比、广告投放或自动修改页面。Use when the user asks for a product page audit, 商品页审查、页面表达核查。 Requires an ARI API key (ari_live_*).

一句话选型结论

按资料字段整理

Amazon 商品页审查是商业运营类的 Agent Skill,安装方式未标注,权限级别未标注,许可证不明确,有可直接复制的安装命令。技能本质是给模型读的说明书,效果取决于模型与客户端;装完先用一个小任务验证,再放进正式流程。

分类商业运营 安装方式未标注 权限级别未标注权限 许可证许可证不明确
累计安装 未标注 本周 未标注
GitHub 星标 未标注 仓库 未标注
下载量 未标注 技能市场下载数
权限级别 未标注权限 安装前请确认风险范围
许可证 许可证不明确 未说明

安装

未标注
在支持 Skills 的客户端里执行,装完问一句「你有哪些技能」验证
skillhub install user_507a5056/product-page-audit
  1. 1
    确认客户端支持

    确认你的客户端支持 Skills(Claude、Codex、Cursor 等),并升级到较新的版本。

  2. 2
    拿到技能文件

    执行上面的命令安装;也可以把仓库里的 SKILL.md 手动放进客户端的 skills 目录。

  3. 3
    刷新技能列表

    重新打开客户端,或刷新技能列表,让新放进来的技能被加载。

  4. 4
    验证是否生效

    问一句「你有哪些技能」,确认列表里出现它,再拿一个小任务试跑。

技能档案

商业运营
字段来自技能仓库与公开索引,中文说明由本站标注
作者 / 维护方user_507a5056仓库 未标注 · 版本 未标注
宿主客户端未标注技能可被这些客户端加载
安装方式未标注安装包 community
权限级别未标注权限安装前请确认风险范围
许可证未说明许可证不明确,商用前请自行确认条款
仓库可用性available技能仓库当前是否可访问
最近核验未标注上游最后核验时间 · 数据更新 1791316117
正文体量14.9 KBSKILL.md 原文大小,越大说明说明书写得越细

典型使用场景

3 类
按分类整理的常见用法,具体以 SKILL.md 为准
写运营方案

按目标产出活动方案与执行清单。

分析数据与指标

从报表里找问题、给结论。

整理客户与销售材料

把客户信息与话术整理成可直接用的材料。

选择建议

装之前先看这几条
按条目字段给出的判断,不替你决定用不用

值得选的地方

  • 有可直接复制的安装命令,不用自己翻文档找入口。

先想清楚的地方

  • 没有标注权限级别,实际能做什么要装好后确认。
  • 许可证不明确,商用或二次分发前先到仓库确认条款。
  • 没有做站内核验,内容以作者仓库为准。
  • 技能只是说明书,实际效果取决于模型与客户端,装完先用小任务试一遍。

更适合

  • 需要在商业运营场景里给模型补一套做法的人。
  • 愿意先读一遍 SKILL.md、确认它会让模型做什么的人。

不太适合

  • 对许可证要求很严、必须明确可商用的人。
  • 只想装完就自动变强、不打算看说明书的人。

同类对比

6 个同类
同分类里挑最接近的几条,字段以各自详情页为准
技能权限级别安装方式累计安装宿主客户端安装命令
Amazon 商品页审查当前 未标注权限 未标注 未标注 未标注 有
MX 股票筛选器 联网访问 ClawHub 市场 79.9 万 OpenClaw 有
交易 未标注权限 ClawHub 市场 58.1 万 OpenClaw 有
营销技巧 只读 ClawHub 市场 54.0 万 OpenClaw 有
百灵鸟好 联网访问 GitHub 仓库 52.6 万 Codex、Claude、Cursor 有
股票信息浏览器 接触敏感数据 ClawHub 市场 40.5 万 OpenClaw 有

SKILL.md 全文

14.9 KB
模型实际读到的说明书原文,来自技能仓库

Product Page Audit

Score and diagnose your product detail pages across five critical dimensions — image quality, copywriting effectiveness, on-page SEO, mobile responsiveness, and trust signal presence — then receive a prioritized improvement roadmap that tells you exactly what to fix first for the highest conversion impact.

Quick Reference

Decision Strong Acceptable Weak
Image count per listing 7-9 images including lifestyle, infographic, scale reference 5-6 images covering key angles 1-3 generic product shots only
Title keyword placement Primary keyword in first 5 words, benefit-driven Keyword present but buried mid-title No keyword strategy, brand-name-only title
Mobile image readability Text on images readable at 375px, tap targets ≥44px Mostly readable, minor pinch-to-zoom needed Text unreadable, images cropped poorly on mobile
Trust signal density Reviews, badges, guarantee, social proof above fold Some trust elements but below fold No visible trust signals on page
Description structure Scannable bullets + narrative paragraph + specs table Bullet points only or paragraph only Wall of text with no formatting
SEO meta completeness Title tag ≤60 chars, meta desc ≤155 chars, alt text on all images Title and meta present but suboptimal length Missing meta description or duplicate title tags
Price presentation Anchored pricing with savings shown, clear per-unit cost Price visible but no anchoring or context Price hidden or requires clicks to reveal
Call-to-action clarity Single prominent CTA above fold with contrasting color CTA present but competing with other buttons CTA below fold or visually indistinct

Solves

  • Conversion rate diagnosis: Identify exactly which page elements are suppressing your add-to-cart rate rather than guessing blindly
  • Image quality gaps: Find resolution issues, missing lifestyle context shots, unreadable infographics, and poor mobile thumbnail crops
  • Copywriting weaknesses: Detect missing benefit-driven language, keyword gaps, readability problems, and weak emotional hooks in titles and descriptions
  • SEO leakage: Uncover missing meta tags, duplicate titles, unoptimized alt text, and poor title tag structure costing you organic traffic
  • Mobile experience failures: Catch tap target issues, unreadable image text, broken layouts, and slow-loading elements on mobile devices
  • Trust deficit identification: Find missing reviews, absent guarantees, hidden return policies, and lack of social proof that erode buyer confidence
  • Competitive benchmarking: Compare your page elements against category leaders and proven best practices to identify your biggest gaps

Workflow

Step 1 — Collect page data and context

Gather the product page URL or detailed description of all page elements. Collect information about the product category, target audience demographics, price point, and competitive landscape. Ask for current conversion rate if available to calibrate improvement priorities.

Key questions to resolve:
- What platform is this listing on (Amazon, Shopify, TikTok Shop, Walmart, etc.)?
- What is the target customer profile and their primary purchase motivations?
- Are there specific competitor listings to benchmark against?
- What is the current conversion rate baseline?

Step 2 — Audit image quality and strategy

Evaluate every product image against category-specific best practices. Check hero image impact, lifestyle context variety, infographic clarity, scale/size reference inclusion, and mobile thumbnail readability. Score each image individually and identify gaps in the image sequence story.

Evaluation criteria:
- Resolution: minimum 1500x1500px for zoom functionality
- Hero image: clean white/contextual background, product fills 85%+ of frame
- Lifestyle images: show product in use by target demographic
- Infographic images: text readable at mobile thumbnail size (≥16pt equivalent)
- Image count: 7-9 images for optimal engagement
- Sequence logic: does the image order tell a compelling product story?

Step 3 — Audit copywriting effectiveness

Analyze the product title, bullet points, and description for keyword inclusion, benefit-driven language, readability score, emotional hooks, and information hierarchy. Check that copy addresses the buyer's primary objections and desired outcomes.

Evaluation criteria:
- Title: primary keyword in first 5 words, ≤200 characters, benefit or differentiator included
- Bullets: lead with benefit, include specific metrics/numbers, address top 5 buyer concerns
- Description: scannable structure, brand story element, cross-sell mentions
- Readability: Flesch-Kincaid grade 6-8 for general consumer products
- Keyword density: primary keyword 2-3 times, secondary keywords 1-2 times each

Step 4 — Audit on-page SEO factors

Check title tag structure, meta description optimization, image alt text completeness, heading hierarchy, schema markup presence, and internal linking. Verify URL slug optimization and canonical tag implementation.

Evaluation criteria:
- Title tag: ≤60 characters, primary keyword included, unique across site
- Meta description: ≤155 characters, includes call-to-action, primary keyword present
- Image alt text: descriptive, keyword-rich, present on every image
- Schema markup: Product, AggregateRating, and Offer schemas implemented
- URL structure: clean slug with primary keyword, no unnecessary parameters

Step 5 — Audit mobile responsiveness

Test the page layout, image rendering, tap target sizing, text readability, and load performance on mobile devices. Check that critical purchase elements (price, CTA, reviews) are accessible without excessive scrolling.

Evaluation criteria:
- Tap targets: minimum 44x44px with 8px spacing
- Text size: minimum 16px body text, 14px for secondary text
- Image behavior: proper responsive sizing, no horizontal scroll
- Above-fold content: product title, price, primary image, and CTA visible
- Page speed: ≤3 seconds load time on 3G connection

Step 6 — Audit trust signals and social proof

Evaluate the presence, placement, and effectiveness of reviews, ratings, trust badges, guarantee statements, return policy visibility, social proof counters, and authenticity markers.

Evaluation criteria:
- Review display: star rating and count visible near price, snippet quotes shown
- Trust badges: payment security, shipping guarantee, authenticity verification
- Return policy: clearly stated above fold or within one scroll
- Social proof: "X people bought this," "trending," or UGC references
- Brand credibility: brand story, origin information, certifications displayed

Step 7 — Generate prioritized improvement roadmap

Compile all findings into a scored report with an overall composite score (0-100) and individual dimension scores. Rank all recommendations by expected conversion impact (high/medium/low) crossed with implementation effort (easy/medium/hard) to create a prioritized action plan.

Priority matrix:
- P1 (Do immediately): High impact + Easy effort
- P2 (Schedule this week): High impact + Medium effort
- P3 (Plan for next sprint): Medium impact + Easy effort
- P4 (Backlog): Lower impact or high effort items

Example 1: Shopify DTC Skincare Product Page

Input provided:
- Product: Vitamin C Brightening Serum, $42, sold on Shopify DTC store
- Target audience: Women 28-42, skincare-conscious, willing to pay premium for clean ingredients
- Current conversion rate: 1.8% (industry avg 2.5%)
- 4 product images, title "Vitamin C Serum - Brightening Face Serum"

Audit findings:

Overall Score: 52/100 (Needs Significant Improvement)

Dimension Score Grade
Images 38/100 D
Copy 55/100 C
SEO 48/100 D+
Mobile 65/100 C+
Trust 45/100 D

Image Audit: Only 4 images found (benchmark: 7-9). Missing lifestyle application shot, before/after comparison, ingredient infographic, and texture close-up. Hero image has product at 60% frame fill (should be 85%+). No scale reference image included. Infographic text would be unreadable at mobile thumbnail size.

Copy Audit: Title missing key benefit language — should lead with outcome ("Brighten Dark Spots in 14 Days"). Bullets are feature-focused rather than benefit-led. Description is a single paragraph with no scannable structure. No mention of specific results or timeframes. Readability score: Grade 11 (target: Grade 6-8).

SEO Audit: Title tag is 28 characters (underutilizing available space). Meta description missing entirely. Only 1 of 4 images has alt text. No Product schema markup detected. URL slug acceptable.

Mobile Audit: Layout responsive and functional. CTA button adequately sized at 48px height. Price and add-to-cart visible above fold. Minor issue: ingredient list requires horizontal scroll on screens <375px. Load time: 2.8 seconds on 3G (acceptable).

Trust Audit: 23 reviews displayed but no review snippets on page. No trust badges present. Return policy in footer only (not near CTA). No social proof counters. No ingredient certification badges despite "clean beauty" positioning.

Priority roadmap:
- P1: Add meta description, write image alt text (30 min, SEO +8pts)
- P1: Add 3 lifestyle/infographic images (2 hrs, Images +25pts)
- P1: Add trust badges and move return policy near CTA (1 hr, Trust +15pts)
- P2: Rewrite title with benefit-first structure (30 min, Copy +8pts)
- P2: Restructure bullets as benefit-led with specifics (1 hr, Copy +12pts)
- P3: Add Product schema markup (30 min, SEO +5pts)
- P3: Create before/after comparison image (1 hr, Images +8pts)

Example 2: Amazon Electronics Listing

Input provided:
- Product: Wireless Bluetooth Earbuds, $29.99, sold on Amazon US
- Target audience: Budget-conscious tech buyers, ages 18-35, commuters and gym-goers
- Current conversion rate: 8.2% (category avg: 12%)
- 6 product images, A+ Content enabled, 847 reviews at 4.2 stars

Audit findings:

Overall Score: 61/100 (Room for Improvement)

Dimension Score Grade
Images 58/100 C
Copy 62/100 C+
SEO 72/100 B
Mobile 68/100 C+
Trust 55/100 C

Image Audit: 6 images present (target 7-9 for electronics). Hero image strong with product on white background. Missing: ear-fit size comparison, charging case dimension infographic, and gym/commute lifestyle shot. Image 4 infographic has text at 10pt equivalent — unreadable on mobile. Color accuracy appears inconsistent between images 1 and 3.

Copy Audit: Title well-structured with primary keyword "Wireless Bluetooth Earbuds" leading. Bullets include battery life specifics (good) but lack comparison context. Description uses A+ Content but modules are image-heavy with minimal indexable text. Missing emotional trigger language for gym/commute use cases. No mention of included accessories in bullet summary.

SEO Audit: Backend search terms properly utilized. Title within 200-char limit. Alt text auto-generated by Amazon (suboptimal but present). Indexing for 12 relevant keywords confirmed. Missing: variation keyword targeting across parent-child listings.

Mobile Audit: A+ Content modules render well on mobile. However, bullet points truncate at 3 lines requiring "Read more" tap, and primary benefit language is cut off. Video thumbnail present but auto-play disabled reduces engagement. Image zoom functions correctly.

Trust Audit: 847 reviews visible with 4.2 stars — good baseline but several unanswered negative reviews in top-10 most helpful. No "Amazon's Choice" or "Best Seller" badge. Warranty information buried in description rather than bullet points. Brand story section enabled but contains generic content.

Priority roadmap:
- P1: Respond to top negative reviews with resolution offers (1 hr, Trust +10pts)
- P1: Redesign infographic image 4 with 16pt+ text (1 hr, Images +8pts)
- P1: Rewrite bullets to front-load benefits within 3-line mobile truncation (1 hr, Copy +10pts)
- P2: Add gym/commute lifestyle image and ear-fit comparison (2 hrs, Images +10pts)
- P2: Add warranty/guarantee info to bullet points (30 min, Trust +6pts)
- P3: Optimize A+ Content with more indexable text modules (2 hrs, SEO +5pts)
- P3: Add variation keyword targeting for color options (1 hr, SEO +4pts)

Common Mistakes

  1. Auditing without knowing the platform: Amazon, Shopify, TikTok Shop, and Walmart each have different listing requirements, character limits, image specifications, and SEO mechanics. An audit that applies Amazon standards to a Shopify page (or vice versa) produces misleading recommendations. Always confirm the platform before starting.

  2. Ignoring mobile-first evaluation: Over 70% of ecommerce browsing happens on mobile, yet auditors often evaluate desktop layouts. Check image readability, button sizing, text truncation, and above-fold content on a 375px viewport first, then desktop second.

  3. Treating all dimensions equally: A page with perfect images but zero reviews will still underperform. Weight trust signals and copy quality higher for high-consideration purchases, and image quality higher for impulse/visual categories. Context matters.

  4. Recommending too many changes at once: A 30-item improvement list overwhelms sellers and nothing gets done. Limit P1 recommendations to 3-5 items maximum. The priority matrix exists for a reason — use it.

  5. Scoring without benchmarks: A score of 65/100 means nothing without context. Always benchmark against category averages and top-performing competitors in the same price range and platform.

  6. Missing the image sequence story: Individual image quality matters less than the narrative the image set tells collectively. Images should flow: hero → lifestyle → features → specs → social proof → scale reference. Evaluate the sequence, not just individual shots.

  7. Overlooking page speed impact: A visually perfect page that takes 5+ seconds to load on mobile loses 40%+ of visitors before they see anything. Always include load time in the mobile audit.

  8. Ignoring price presentation psychology: How the price is displayed matters as much as the price itself. Check for anchoring (strikethrough original price), per-unit breakdown, savings callout, and payment plan options (Afterpay/Klarna). This is often the single highest-impact change.

Resources

  • Output Template — Structured audit report format with scoring rubrics
  • Image Audit Guide — Detailed image evaluation criteria by platform and category
  • Conversion Optimization Reference — Evidence-based conversion benchmarks and improvement tactics
  • Quality Checklist — 45-item quality assurance checklist for audit completeness

常见问题

5 问
答案由本站依据条目字段整理
Amazon 商品页审查怎么安装?

在支持 Skills 的客户端里执行:skillhub install user_507a5056/product-page-audit。安装方式为未标注。装完刷新技能列表或重开客户端。

Amazon 商品页审查支持哪些客户端?

资料没有标注宿主客户端,但只要客户端支持 Skills(Claude、Codex、Cursor 等),一般都能加载。

Amazon 商品页审查权限高吗,安全吗?

权限级别为未标注权限。安装前先看它会读取或写入哪些内容。

Amazon 商品页审查收费吗?

本站不代收费用,也没有标注具体价格。是否收费取决于技能本身和所用的模型或客户端,正式使用前按作者说明确认。

Amazon 商品页审查用什么许可证?

许可证标注为 未说明(许可证不明确)。商用或二次分发前请到仓库确认条款原文。

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技能内容以作者仓库为准;分类、权限级别与许可证状态的中文说明为中文整理,最近核验 未标注。