SEO 数据监控 Skill

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
2. Record baseline (e.g., monthly total)
3. 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