Analytics: SEO Monitoring
Guides building a holistic SEO data analysis system. Covers four core metrics (indexing, traffic, keywords, backlinks), benchmark setup, article database, tool selection, traffic diversification, penalty recovery, and work document management.
When invoking: On first use, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Scope
- - Core metrics: Indexing, traffic, keywords, backlinks
- Benchmark: Natural traffic baseline; trend comparison
- Article database: Per-article performance tracking
- Tool selection: GA4, GSC, SEO tools, analytics platforms
- Traffic diversification: Healthy source mix
- Penalty recovery: Algorithm impact, fix workflow
- Work documents: Monthly records, responsibility tracking
Four Core Metrics
1. Indexing
| Metric | Purpose | Data Source |
|---|
| Pages indexed / not indexed | Coverage; early focus: all target pages indexed | GSC, site: command, SEO tools |
| Keyword count per page |
More keywords = more potential traffic | SEO tools |
|
Index coverage | Target pages indexed; functional pages findable | GSC, site: command |
Early priority: Ensure all pages that need to rank are indexed.
2. Traffic
| Metric | Purpose | Data Source |
|---|
| Total traffic | Growth; keyword relevance (irrelevant traffic has little value) | GA4, SEO tools |
| Subdirectory traffic |
Per-section performance; concentration vs dispersion | SEO tools, GA4 |
|
Competitive comparison | Organic, keyword traffic, total clicks vs competitors | SEO tools |
|
Organic by page / country | Granular breakdown | GA4, GSC |
3. Keywords
| Metric | Purpose | Data Source |
|---|
| Rank changes | Target keyword movement | GSC, SEO tools |
| Keyword count |
New gains / losses per page | SEO tools, GSC |
4. Backlinks
| Metric | Purpose | Data Source |
|---|
| Referring domains vs backlinks | Ratio; directory links can be high volume but low value | SEO tools |
| Backlink quality |
Do links drive traffic? Low ROI = deprioritize | SEO tools, GA4 (referral) |
Natural Traffic Benchmark
Location: GA4 > Reports > Acquisition > Traffic acquisition
- 1. Review organic traffic trend
- Record baseline (e.g., monthly total)
- Compare periodically to detect growth or decline
Tip: Add CTA events on key articles to track content ROI (see analytics-tracking).
Article Database
Track per-article performance to find high/low patterns:
| Field | Use |
|---|
| URL, publish date, target keywords | Content metadata |
| Index status, rank, traffic, backlinks |
Performance |
|
vs benchmark or competitors | Context |
Use to guide topic selection, optimization, and resource allocation.
Tool Selection
Tool examples are illustrative; no endorsement implied.
| Use | Tools |
|---|
| Precise attribution | GA4, GSC, Bing Webmaster, Yandex Webmaster |
| Visit analytics |
Analytics platforms (e.g. Umami, Plausible) |
|
Third-party estimates | SEO tools |
|
SEO data | SEO tools |
Attribution config:
- - User ID: Cross-device, cross-session identification; send to GA4
- GSC API: Index, clicks, impressions, coverage for automation, dashboards
Choose by privacy, cost, and team workflow.
Traffic Diversification
| Principle | Guideline |
|---|
| Search share | Keep organic search below ~75% of total |
| Health |
Higher direct + referral share = healthier |
|
Brand sites | Diversified traffic is common for strong brands |
|
Non-brand | Possible without brand (e.g., tool sites) |
|
Reputation | Site/brand reputation matters; Google assessors evaluate it |
|
Engagement | Content, email, social, free tools drive return visits |
Penalty Recovery
| Step | Action |
|---|
| Identify | Which algorithm update caused the impact |
| Analyze |
Site issues; draft fix plan |
|
Assess cost | Decide if fixes are worth it; sometimes abandoning is best |
|
Execute | Implement changes; wait at least 3 months until next major update |
|
Parallel | Use other channels for quality traffic; improve engagement data for Google |
|
Data window | Google typically uses ~6 months of data for site quality |
|
Recovery | Outcome is uncertain; do what you can, then wait |
Monitoring Metrics Table
Traffic
| Metric | Source | Notes |
|---|
| Total sessions | GA4 | |
| Channel share |
GA4 | |
| Channel absolute | GA4 | |
| Country % and absolute | GA4 | |
| Top pages | SEO tools | Compare with competitors |
| Key page traffic | GA4 | Define "key pages" first |
Engagement
| Metric | Source | Notes |
|---|
| Pages per session | GA4 | Use GA for own site; third-party for competitors |
| Avg session duration |
GA4 | |
| Bounce rate | GA4 | |
Backlinks
| Metric | Source | Notes |
|---|
| Domain authority | SEO tools | |
| Backlinks, referring domains |
SEO tools | |
| Top referring domains by authority | SEO tools | |
| Important links | Manual log | Track loss |
| Link graph | SEO tools | Health check |
| New quality links (self + competitors) | SEO tools | Outreach |
| Indexed pages | SEO tools | High-authority pages; internal linking |
| Outbound domains | SEO tools | Partnership opportunities |
Keywords
| Metric | Source | Notes |
|---|
| Keyword count | SEO tools | How many keywords rank |
Content Output
| Metric | Source | Notes |
|---|
| Articles published | Manual | Weekly count |
| Published vs indexed |
GSC | New content indexing |
| New page traffic | GA4 | Fresh content performance |
Monthly Record Template
| Category | Metric | Source | Notes | Month 1 | Month 2 |
|---|
| Traffic | Total sessions | GA4 | | | |
| Traffic |
Channel share | GA4 | | | |
| Engagement | Pages per session | GA4 | | | |
| Backlinks | Referring domains | SEO tools | | | |
| Content | Articles published | Manual | | | |
Adjust rows as needed.
Work Document Management
- - Structure: Metrics, sources, notes, monthly values
- Benefits: Regular review, month-over-month trends, clear ownership
- Format: Spreadsheet or doc; assign owners per metric
Output Format
- - Core metrics summary (indexing, traffic, keywords, backlinks)
- Benchmark and trend
- Article database structure (if applicable)
- Tool recommendations
- Monitoring table (customized)
- Action items and owners
Related Skills
- - traffic-analysis: Traffic sources, attribution, diversification
- analytics-tracking: GA4, events, CTA attribution, User ID
- google-search-console: GSC reports, indexing, API
- ai-traffic-tracking: AI search traffic
- backlink-analysis: Backlink audit, toxic links
- indexing: Fix indexing issues
分析:SEO监控
指导构建全面的SEO数据分析系统。涵盖四个核心指标(索引、流量、关键词、外链)、基准设定、文章数据库、工具选择、流量多元化、惩罚恢复及工作文档管理。
调用时:在首次使用时,如有帮助,先用1-2句话说明本技能涵盖内容及其重要性,然后提供主要输出。在后续使用或用户要求跳过时,直接进入主要输出。
范围
- - 核心指标:索引、流量、关键词、外链
- 基准:自然流量基线;趋势对比
- 文章数据库:单篇文章表现追踪
- 工具选择:GA4、GSC、SEO工具、分析平台
- 流量多元化:健康的来源组合
- 惩罚恢复:算法影响、修复流程
- 工作文档:月度记录、责任追踪
四个核心指标
1. 索引
| 指标 | 目的 | 数据来源 |
|---|
| 已索引/未索引页面数 | 覆盖率;早期重点:所有目标页面均被索引 | GSC、site:命令、SEO工具 |
| 每页关键词数量 |
关键词越多=潜在流量越多 | SEO工具 |
|
索引覆盖率 | 目标页面被索引;功能页面可被找到 | GSC、site:命令 |
早期优先事项:确保所有需要排名的页面都被索引。
2. 流量
| 指标 | 目的 | 数据来源 |
|---|
| 总流量 | 增长情况;关键词相关性(无关流量价值低) | GA4、SEO工具 |
| 子目录流量 |
各板块表现;集中度与分散度 | SEO工具、GA4 |
|
竞品对比 | 自然搜索、关键词流量、总点击量与竞品对比 | SEO工具 |
|
按页面/国家划分的自然流量 | 细粒度分解 | GA4、GSC |
3. 关键词
| 指标 | 目的 | 数据来源 |
|---|
| 排名变化 | 目标关键词变动 | GSC、SEO工具 |
| 关键词数量 |
每页新增/流失关键词 | SEO工具、GSC |
4. 外链
| 指标 | 目的 | 数据来源 |
|---|
| 引用域名与外链比例 | 比例关系;目录链接可能数量大但价值低 | SEO工具 |
| 外链质量 |
链接是否带来流量?低ROI则降低优先级 | SEO工具、GA4(引荐流量) |
自然流量基准
位置:GA4 > 报告 > 获客 > 流量获客
- 1. 查看自然流量趋势
- 记录基线(如月度总量)
- 定期对比以发现增长或下降
提示:在关键文章上添加CTA事件以追踪内容ROI(参见analytics-tracking)。
文章数据库
追踪单篇文章表现以发现高/低模式:
| 字段 | 用途 |
|---|
| URL、发布日期、目标关键词 | 内容元数据 |
| 索引状态、排名、流量、外链 |
表现数据 |
|
与基准或竞品对比 | 上下文参考 |
用于指导选题、优化和资源分配。
工具选择
工具示例仅供参考,不构成推荐。
| 用途 | 工具 |
|---|
| 精准归因 | GA4、GSC、Bing站长工具、Yandex站长工具 |
| 访问分析 |
分析平台(如Umami、Plausible) |
|
第三方估算 | SEO工具 |
|
SEO数据 | SEO工具 |
归因配置:
- - 用户ID:跨设备、跨会话识别;发送至GA4
- GSC API:索引、点击、展示、覆盖率数据,用于自动化和仪表盘
根据隐私、成本和团队工作流程选择。
流量多元化
| 原则 | 指导方针 |
|---|
| 搜索占比 | 保持自然搜索占总流量约75%以下 |
| 健康度 |
直接流量+引荐流量占比越高越健康 |
|
品牌网站 | 流量多元化是强势品牌的常见特征 |
|
非品牌网站 | 无品牌也可实现(如工具类网站) |
|
声誉 | 网站/品牌声誉重要;谷歌评估员会评估 |
|
互动 | 内容、邮件、社交媒体、免费工具驱动回访 |
惩罚恢复
网站问题;制定修复方案 |
|
评估成本 | 判断修复是否值得;有时放弃是最佳选择 |
|
执行 | 实施更改;等待至少3个月至下一次重大更新 |
|
并行 | 使用其他渠道获取优质流量;改善谷歌的互动数据 |
|
数据窗口 | 谷歌通常使用约6个月的数据评估网站质量 |
|
恢复 | 结果不确定;尽力而为,然后等待 |
监控指标表
流量
GA4 | |
| 渠道绝对值 | GA4 | |
| 国家占比和绝对值 | GA4 | |
| 热门页面 | SEO工具 | 与竞品对比 |
| 关键页面流量 | GA4 | 先定义关键页面 |
互动
| 指标 | 来源 | 备注 |
|---|
| 每次会话页面数 | GA4 | 自有网站用GA;竞品用第三方 |
| 平均会话时长 |
GA4 | |
| 跳出率 | GA4 | |
外链
| 指标 | 来源 | 备注 |
|---|
| 域名权威度 | SEO工具 | |
| 外链数、引用域名数 |
SEO工具 | |
| 按权威度排序的顶级引用域名 | SEO工具 | |
| 重要链接 | 手动记录 | 追踪丢失 |
| 链接图谱 | SEO工具 | 健康检查 |
| 新增优质链接(自有+竞品) | SEO工具 | 外联 |
| 已索引页面 | SEO工具 | 高权威页面;内链 |
| 出站域名 | SEO工具 | 合作机会 |
关键词
内容产出
| 指标 | 来源 | 备注 |
|---|
| 发布文章数 | 手动 | 每周统计 |
| 已发布vs已索引 |
GSC | 新内容索引情况 |
| 新页面流量 | GA4 | 新内容表现 |
月度记录模板
| 类别 | 指标 | 来源 | 备注 | 第1月 | 第2月 |
|---|
| 流量 | 总会话数 | GA4 | | | |
| 流量 |
渠道占比 | GA4 | | | |
| 互动 | 每次会话页面数 | GA4 | | | |
| 外链 | 引用域名数 | SEO工具 | | | |
| 内容 | 发布文章数 | 手动 | | | |
根据需要调整行数。
工作文档管理
- - 结构:指标、来源、备注、月度数值
- 优势:定期审查、月度环比趋势、明确责任归属
- 格式:电子表格或文档;为每个指标指定负责人
输出格式
- - 核心指标摘要(索引、流量、关键词、外链)
- 基准和趋势
- 文章数据库结构(如适用)
- 工具推荐
- 监控表(定制化)
- 行动项和负责人
相关技能
- - traffic-analysis:流量来源、归因、多元化
- analytics-tracking:GA4、事件、CTA归因、用户ID
- google-search-console:GSC报告、索引、API
- ai-traffic-tracking:AI搜索流量
- backlink-analysis:外链审计、有害链接
- indexing:修复索引问题