seo-audit

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Original

English
🇨🇳

Translation

Chinese

/seo-audit

/seo-audit

If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
Audit a website's SEO health, research keyword opportunities, identify content gaps, and benchmark against competitors. Produces a prioritized action plan a marketer can execute immediately.
若遇到不熟悉的占位符或需要查看已连接的工具,请参阅CONNECTORS.md
审计网站的SEO健康状况,挖掘关键词机会,识别内容缺口,并与竞品进行基准对比。生成一份营销人员可立即执行的优先级行动计划。

Trigger

触发条件

User runs
/seo-audit
or asks for an SEO audit, keyword research, content gap analysis, technical SEO check, or competitor SEO comparison.
用户运行
/seo-audit
命令,或提出进行SEO审计、关键词研究、内容缺口分析、技术SEO检测或竞品SEO对比的需求。

Inputs

输入信息

Gather the following from the user. If not provided, ask before proceeding:
  1. URL or domain — the site to audit, or a topic/keyword if running in keyword research mode
  2. Audit type — one of:
    • Full site audit — end-to-end SEO review covering all sections below
    • Keyword research — identify keyword opportunities for a topic or domain
    • Content gap analysis — find topics competitors rank for that you don't
    • Technical SEO check — crawlability, speed, structured data, and infrastructure issues
    • Competitor SEO comparison — head-to-head SEO benchmarking against specific competitors
    If not specified, default to full site audit.
  3. Target keywords or topics (optional) — specific keywords the user is already targeting or wants to rank for
  4. Competitors (optional) — domains or companies to compare against. If not provided and the audit type requires competitor data, use web search to identify 2-3 likely competitors based on the user's domain and keyword space.
需向用户收集以下信息。若用户未提供,在执行前请先询问:
  1. 网址或域名 — 要审计的网站,若处于关键词研究模式则为主题/关键词
  2. 审计类型 — 以下类型之一:
    • 全站审计 — 涵盖以下所有板块的端到端SEO审查
    • 关键词研究 — 针对某个主题或域名挖掘关键词机会
    • 内容缺口分析 — 找出竞品排名但我方未覆盖的主题
    • 技术SEO检测 — 排查可抓取性、速度、结构化数据及基础设施问题
    • 竞品SEO对比 — 与特定竞品进行一对一SEO基准对比
    若未指定,默认采用全站审计
  3. 目标关键词或主题(可选) — 用户当前已在布局或希望获得排名的特定关键词
  4. 竞品(可选) — 用于对比的域名或企业。若未提供且审计类型需要竞品数据,通过网页搜索根据用户域名和关键词领域识别2-3个潜在竞品。

Process

执行流程

1. Keyword Research

1. 关键词研究

Research keywords related to the user's domain, topic, or target keywords.
If ~~SEO tools are connected:
  • Pull keyword data, search volume, keyword difficulty scores, and ranking positions automatically
  • Identify keywords the site currently ranks for and where it's gaining or losing ground
If ~~product analytics are connected:
  • Cross-reference keyword targets with actual organic traffic data to validate which keywords are driving visits and conversions
If tools are not connected:
  • Use web search to research the keyword landscape
  • Note: "For more precise volume and difficulty data, connect an SEO tool like Ahrefs or Semrush via MCP. The audit will auto-populate with ranking data."
For each keyword opportunity, assess:
  • Primary keywords — high-intent terms directly tied to the user's product or service
  • Secondary keywords — supporting terms and variations
  • Search volume signals — relative demand (high, medium, low) based on available data
  • Keyword difficulty — how competitive the term is (easy, moderate, hard)
  • Long-tail opportunities — specific, lower-competition phrases with clear intent
  • Question-based keywords — "how to", "what is", "why does" queries that mirror People Also Ask results
  • Intent classification — informational, navigational, commercial, or transactional
针对用户的域名、主题或目标关键词研究相关关键词。
若已连接SEO工具:
  • 自动提取关键词数据、搜索量、关键词难度得分及排名位置
  • 识别网站当前已获得排名的关键词,以及排名上升或下降的关键词
若已连接产品分析工具:
  • 将关键词目标与实际自然流量数据交叉验证,确认哪些关键词正在带来访问量和转化
若未连接工具:
  • 通过网页搜索研究关键词格局
  • 注意:“如需更精准的搜索量和难度数据,请通过MCP连接Ahrefs或Semrush等SEO工具。审计将自动填充排名数据。”
针对每个关键词机会,评估以下维度:
  • 核心关键词 — 与用户产品或服务直接相关的高意图术语
  • 次要关键词 — 辅助性术语及变体
  • 搜索量信号 — 根据可用数据判断的相对需求(高、中、低)
  • 关键词难度 — 术语的竞争程度(易、中、难)
  • 长尾机会 — 具有明确意图的特定、低竞争短语
  • 基于问题的关键词 — 镜像“相关问题”结果的“如何”“什么是”“为什么”类查询
  • 意图分类 — 信息型、导航型、商业型或交易型

2. On-Page SEO Audit

2. 页面内SEO审计

For each key page (homepage, top landing pages, recent blog posts), evaluate:
  • Title tags — present, unique, within 50-60 characters, includes target keyword
  • Meta descriptions — present, compelling, within 150-160 characters, includes a call to action
  • H1 tags — exactly one per page, includes primary keyword
  • H2/H3 structure — logical hierarchy, uses secondary keywords where natural
  • Keyword usage — primary keyword appears in the first 100 words, used naturally throughout, not over-stuffed
  • Internal linking — pages link to related content, orphan pages identified, anchor text is descriptive
  • Image alt text — all images have descriptive alt attributes, keywords included where relevant
  • URL structure — clean, readable, includes keywords, no excessive parameters or depth
针对每个关键页面(首页、顶级着陆页、近期博客文章),评估以下内容:
  • 标题标签 — 是否存在、唯一、长度在50-60字符内、包含目标关键词
  • 元描述 — 是否存在、具有吸引力、长度在150-160字符内、包含行动号召
  • H1标签 — 每页恰好一个、包含核心关键词
  • H2/H3结构 — 逻辑层级清晰,自然融入次要关键词
  • 关键词使用 — 核心关键词出现在前100词内,全文自然使用,无堆砌
  • 内部链接 — 页面链接至相关内容,识别孤立页面,锚文本具有描述性
  • 图片替代文本 — 所有图片均有描述性替代属性,相关位置包含关键词
  • URL结构 — 简洁易读、包含关键词、无过多参数或层级过深

3. Content Gap Analysis

3. 内容缺口分析

Identify what's missing from the user's content strategy:
  • Competitor topic coverage — topics and keywords competitors rank for that the user's site does not cover
  • Content freshness — pages that haven't been updated in 12+ months and may be losing rankings
  • Thin content — pages with insufficient depth to rank (under 300 words for informational queries, lacking substance)
  • Missing content types — formats competitors use that the user doesn't (guides, comparison pages, glossaries, tools, templates)
  • Funnel gaps — missing content at specific buyer journey stages (awareness, consideration, decision)
  • Topic clusters — opportunities to build pillar pages with supporting content
识别用户内容策略中缺失的部分:
  • 竞品主题覆盖 — 竞品排名但我方网站未覆盖的主题和关键词
  • 内容新鲜度 — 12个月以上未更新、可能导致排名下降的页面
  • 单薄内容 — 深度不足无法获得排名的页面(信息类查询字数不足300,缺乏实质内容)
  • 缺失的内容类型 — 竞品使用但我方未使用的内容格式(指南、对比页、术语表、工具、模板)
  • 漏斗缺口 — 买家旅程特定阶段(认知、考虑、决策)缺失的内容
  • 主题集群 — 构建支柱页面及配套内容的机会

4. Technical SEO Checklist

4. 技术SEO检查清单

Evaluate technical foundations that affect crawlability and rankings:
  • Page speed — identify slow-loading pages and likely causes (large images, render-blocking scripts, excessive redirects)
  • Mobile-friendliness — responsive design, tap targets, font sizes, viewport configuration
  • Structured data — opportunities for schema markup (FAQ, HowTo, Product, Article, Organization, Breadcrumb)
  • Crawlability — robots.txt configuration, XML sitemap presence and accuracy, canonical tags, noindex/nofollow usage
  • Broken links — internal and external 404s, redirect chains
  • HTTPS — secure connection, mixed content issues
  • Core Web Vitals signals — LCP, FID/INP, CLS indicators based on observable page behavior
  • Indexation — pages that should be indexed but may not be, duplicate content risks
评估影响可抓取性和排名的技术基础:
  • 页面速度 — 识别加载缓慢的页面及可能原因(大图片、阻塞渲染的脚本、过多重定向)
  • 移动端适配性 — 响应式设计、点击目标、字体大小、视口配置
  • 结构化数据 — 架构标记的应用机会(FAQ、HowTo、产品、文章、组织、面包屑)
  • 可抓取性 — robots.txt配置、XML站点地图的存在及准确性、规范标签、noindex/nofollow的使用
  • 失效链接 — 内部和外部404链接、重定向链
  • HTTPS — 安全连接、混合内容问题
  • 核心Web指标信号 — 基于可观察页面行为的LCP、FID/INP、CLS指标
  • 索引情况 — 应被索引但可能未被索引的页面、重复内容风险

5. Competitor SEO Comparison

5. 竞品SEO对比

For each competitor, compare:
  • Keyword overlap — keywords both sites rank for, and where each site ranks higher
  • Keyword gaps — terms the competitor ranks for that the user does not
  • Domain authority signals — relative site strength based on backlink profiles, referring domains, and content depth
  • Content depth — average content length, topic coverage breadth, publishing frequency
  • Backlink profile observations — types of sites linking to competitors, link-worthy content they've produced
  • SERP feature ownership — which competitor appears in featured snippets, People Also Ask, image packs, or knowledge panels
  • Technical advantages — site speed differences, mobile experience, structured data usage
针对每个竞品,对比以下维度:
  • 关键词重叠 — 双方网站均获得排名的关键词,以及各自排名更高的关键词
  • 关键词缺口 — 竞品排名但我方未排名的术语
  • 域名权威信号 — 基于反向链接档案、引用域和内容深度的相对网站实力
  • 内容深度 — 平均内容长度、主题覆盖广度、发布频率
  • 反向链接档案观察 — 链接至竞品的网站类型、竞品产出的值得链接的内容
  • SERP特征占据情况 — 哪个竞品出现在精选摘要、相关问题、图片包或知识面板中
  • 技术优势 — 网站速度差异、移动端体验、结构化数据使用情况

Output

输出结果

Executive Summary

执行摘要

Open with a 3-5 sentence summary of overall SEO health. Highlight:
  • The site's biggest strength
  • The top 3 priorities that will have the most impact
  • An overall assessment: strong foundation, needs work, or critical issues
以3-5句话的摘要开篇,概述整体SEO健康状况。重点突出:
  • 网站的最大优势
  • 影响最大的前3个优先级任务
  • 整体评估:基础良好、需要改进或存在关键问题

Keyword Opportunity Table

关键词机会表

KeywordEst. DifficultyOpportunity ScoreCurrent RankingIntentRecommended Content Type
Opportunity score: high, medium, or low — based on the combination of search demand, difficulty, and relevance to the user's business.
Include 15-25 keyword opportunities, sorted by opportunity score.
关键词预估难度机会评分当前排名用户意图推荐内容类型
机会评分:高、中、低 — 基于搜索需求、难度及与用户业务的相关性综合判断。
包含15-25个关键词机会,按机会评分排序。

On-Page Issues Table

页面内问题表

PageIssueSeverityRecommended Fix
Severity levels:
  • Critical — directly hurting rankings or preventing indexation
  • High — significant impact on SEO performance
  • Medium — best practice violation, moderate impact
  • Low — minor optimization opportunity
页面问题严重程度推荐修复方案
严重程度等级:
  • 关键 — 直接损害排名或阻止索引
  • — 对SEO表现有重大影响
  • — 违反最佳实践,影响中等
  • — 次要优化机会

Content Gap Recommendations

内容缺口建议

For each content gap identified, provide:
  • Topic or keyword to target
  • Why it matters — search demand, competitor coverage, funnel stage
  • Recommended format — blog post, landing page, guide, comparison page, etc.
  • Priority — high, medium, or low
  • Estimated effort — quick win (1-2 hours), moderate (half day), substantial (multi-day)
针对每个识别出的内容缺口,提供以下信息:
  • 目标主题或关键词
  • 重要性原因 — 搜索需求、竞品覆盖、漏斗阶段
  • 推荐格式 — 博客文章、着陆页、指南、对比页等
  • 优先级 — 高、中、低
  • 预估工作量 — 快速见效(1-2小时)、中等(半天)、大量(多天)

Technical SEO Checklist

技术SEO检查清单

CheckStatusDetails
Status: Pass, Fail, or Warning.
检查项状态详情
状态:通过、未通过或警告。

Competitor Comparison Summary

竞品对比摘要

DimensionYour SiteCompetitor ACompetitor BWinner
Include rows for: keyword count, content depth, publishing frequency, backlink signals, technical score, SERP feature presence.
维度我方网站竞品A竞品B胜出方
包含以下行:关键词数量、内容深度、发布频率、反向链接信号、技术评分、SERP特征占据情况。

Prioritized Action Plan

优先级行动计划

Split recommendations into two categories:
Quick Wins (do this week):
  • Actions that take under 2 hours and have immediate impact
  • Examples: fix title tags, add meta descriptions, fix broken links, add alt text
Strategic Investments (plan for this quarter):
  • Actions that require more effort but drive long-term growth
  • Examples: build a topic cluster, create a pillar page, launch a link-building campaign, overhaul site structure
For each action item, include:
  • What to do (specific and concrete)
  • Expected impact (high, medium, low)
  • Effort estimate
  • Dependencies (if any)
将建议分为两类:
快速见效项(本周完成):
  • 耗时不到2小时且能立即产生影响的行动
  • 示例:修复标题标签、添加元描述、修复失效链接、添加替代文本
战略投入项(本季度规划):
  • 需要更多投入但能推动长期增长的行动
  • 示例:构建主题集群、创建支柱页面、启动外链建设活动、全面整改网站结构
针对每个行动项,包含:
  • 具体操作内容(明确且具体)
  • 预期影响(高、中、低)
  • 预估工作量
  • 依赖项(如有)

Follow-Up

后续跟进

After presenting the audit, ask:
"Would you like me to:
  • Draft content briefs for the top keyword opportunities?
  • Create optimized title tags and meta descriptions for your key pages?
  • Build a content calendar based on the gap analysis?
  • Dive deeper into any specific section of the audit?
  • Run this same analysis for a different competitor or domain?"
提交审计结果后,询问用户:
“是否需要我:
  • 为顶级关键词机会撰写内容简报?
  • 为关键页面创建优化后的标题标签和元描述?
  • 根据缺口分析构建内容日历?
  • 深入解析审计的某个特定板块?
  • 针对其他竞品或域名执行相同分析?”