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, Semrush, Umami, PostHog, etc.
- 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, Semrush (Organic Research > Pages) |
| Keyword count per page |
More keywords = more potential traffic |
Semrush |
| 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, Semrush |
| Subdirectory traffic |
Per-section performance; concentration vs dispersion |
Semrush, GA4 |
| Competitive comparison |
Organic, keyword traffic, total clicks vs competitors |
Semrush, Similarweb |
| Organic by page / country |
Granular breakdown |
GA4, GSC |
3. Keywords
| Metric |
Purpose |
Data Source |
| Rank changes |
Target keyword movement |
GSC, Semrush |
| Keyword count |
New gains / losses per page |
Semrush, GSC |
4. Backlinks
| Metric |
Purpose |
Data Source |
| Referring domains vs backlinks |
Ratio; directory links can be high volume but low value |
Semrush, Ahrefs, Moz |
| Backlink quality |
Do links drive traffic? Low ROI = deprioritize |
Semrush, GA4 (referral) |
Natural Traffic Benchmark
Location: GA4 > Reports > Acquisition > Traffic acquisition
- 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
| Use |
Tools |
| Precise attribution |
GA4, GSC, Bing Webmaster, Yandex Webmaster |
| Visit analytics |
Umami, Plausible, Clarity (Microsoft), Superset |
| Third-party estimates |
Semrush, Similarweb |
| Open-source GA alternative |
PostHog |
| SEO data |
Semrush, Ahrefs, Moz |
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 |
Semrush |
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 |
Semrush, Moz, Ahrefs |
|
| Backlinks, referring domains |
Semrush |
|
| Top referring domains by authority |
Semrush |
|
| Important links |
Manual log |
Track loss |
| Link graph |
Semrush |
Health check |
| New quality links (self + competitors) |
Semrush |
Outreach |
| Indexed pages |
Semrush |
High-authority pages; internal linking |
| Outbound domains |
Semrush |
Partnership opportunities |
Keywords
| Metric |
Source |
Notes |
| Keyword count |
Semrush |
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 |
Semrush |
|
|
|
| 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
- analytics-traffic: Traffic sources, attribution, diversification
- analytics-tracking: GA4, events, CTA attribution, User ID
- analytics-google-search-console: GSC reports, indexing, API
- analytics-ai-traffic: AI search traffic
- seo-off-page-backlink-analysis: Backlink audit, toxic links
- seo-technical-indexing: Fix indexing issues
1---2name: analytics-seo-monitoring3description: When the user wants to build an SEO data analysis system, monitor indexing/traffic/keywords/backlinks, or set up benchmarks. Also use when the user mentions "SEO data analysis," "SEO monitoring," "article database," "traffic benchmark," "penalty recovery," or "SEO work document."4---5
6# Analytics: SEO Monitoring
7
8Guides 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.
9
10**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.
11
12## Scope
13
14- **Core metrics**: Indexing, traffic, keywords, backlinks
15- **Benchmark**: Natural traffic baseline; trend comparison
16- **Article database**: Per-article performance tracking
17- **Tool selection**: GA4, GSC, Semrush, Umami, PostHog, etc.
18- **Traffic diversification**: Healthy source mix
19- **Penalty recovery**: Algorithm impact, fix workflow
20- **Work documents**: Monthly records, responsibility tracking
21
22## Four Core Metrics
23
24### 1. Indexing
25
26| Metric | Purpose | Data Source |
27|--------|---------|-------------|
28| **Pages indexed / not indexed** | Coverage; early focus: all target pages indexed | GSC, site: command, Semrush (Organic Research > Pages) |
29| **Keyword count per page** | More keywords = more potential traffic | Semrush |
30| **Index coverage** | Target pages indexed; functional pages findable | GSC, site: command |
31
32**Early priority**: Ensure all pages that need to rank are indexed.
33
34### 2. Traffic
35
36| Metric | Purpose | Data Source |
37|--------|---------|-------------|
38| **Total traffic** | Growth; keyword relevance (irrelevant traffic has little value) | GA4, Semrush |
39| **Subdirectory traffic** | Per-section performance; concentration vs dispersion | Semrush, GA4 |
40| **Competitive comparison** | Organic, keyword traffic, total clicks vs competitors | Semrush, Similarweb |
41| **Organic by page / country** | Granular breakdown | GA4, GSC |
42
43### 3. Keywords
44
45| Metric | Purpose | Data Source |
46|--------|---------|-------------|
47| **Rank changes** | Target keyword movement | GSC, Semrush |
48| **Keyword count** | New gains / losses per page | Semrush, GSC |
49
50### 4. Backlinks
51
52| Metric | Purpose | Data Source |
53|--------|---------|-------------|
54| **Referring domains vs backlinks** | Ratio; directory links can be high volume but low value | Semrush, Ahrefs, Moz |
55| **Backlink quality** | Do links drive traffic? Low ROI = deprioritize | Semrush, GA4 (referral) |
56
57## Natural Traffic Benchmark
58
59**Location**: GA4 > Reports > Acquisition > Traffic acquisition
60
611. Review organic traffic trend
622. Record baseline (e.g., monthly total)
633. Compare periodically to detect growth or decline
64
65**Tip**: Add CTA events on key articles to track content ROI (see analytics-tracking).
66
67## Article Database
68
69Track per-article performance to find high/low patterns:
70
71| Field | Use |
72|-------|-----|
73| **URL, publish date, target keywords** | Content metadata |
74| **Index status, rank, traffic, backlinks** | Performance |
75| **vs benchmark or competitors** | Context |
76
77Use to guide topic selection, optimization, and resource allocation.
78
79## Tool Selection
80
81| Use | Tools |
82|-----|-------|
83| **Precise attribution** | GA4, GSC, Bing Webmaster, Yandex Webmaster |
84| **Visit analytics** | Umami, Plausible, Clarity (Microsoft), Superset |
85| **Third-party estimates** | Semrush, Similarweb |
86| **Open-source GA alternative** | PostHog |
87| **SEO data** | Semrush, Ahrefs, Moz |
88
89**Attribution config**:
90- **User ID**: Cross-device, cross-session identification; send to GA4
91- **GSC API**: Index, clicks, impressions, coverage for automation, dashboards
92
93Choose by privacy, cost, and team workflow.
94
95## Traffic Diversification
96
97| Principle | Guideline |
98|-----------|-----------|
99| **Search share** | Keep organic search below ~75% of total |
100| **Health** | Higher direct + referral share = healthier |
101| **Brand sites** | Diversified traffic is common for strong brands |
102| **Non-brand** | Possible without brand (e.g., tool sites) |
103| **Reputation** | Site/brand reputation matters; Google assessors evaluate it |
104| **Engagement** | Content, email, social, free tools drive return visits |
105
106## Penalty Recovery
107
108| Step | Action |
109|------|--------|
110| **Identify** | Which algorithm update caused the impact |
111| **Analyze** | Site issues; draft fix plan |
112| **Assess cost** | Decide if fixes are worth it; sometimes abandoning is best |
113| **Execute** | Implement changes; wait at least 3 months until next major update |
114| **Parallel** | Use other channels for quality traffic; improve engagement data for Google |
115| **Data window** | Google typically uses ~6 months of data for site quality |
116| **Recovery** | Outcome is uncertain; do what you can, then wait |
117
118## Monitoring Metrics Table
119
120### Traffic
121
122| Metric | Source | Notes |
123|--------|--------|-------|
124| Total sessions | GA4 | |
125| Channel share | GA4 | |
126| Channel absolute | GA4 | |
127| Country % and absolute | GA4 | |
128| Top pages | Semrush | Compare with competitors |
129| Key page traffic | GA4 | Define "key pages" first |
130
131### Engagement
132
133| Metric | Source | Notes |
134|--------|--------|------|
135| Pages per session | GA4 | Use GA for own site; third-party for competitors |
136| Avg session duration | GA4 | |
137| Bounce rate | GA4 | |
138
139### Backlinks
140
141| Metric | Source | Notes |
142|--------|--------|------|
143| Domain authority | Semrush, Moz, Ahrefs | |
144| Backlinks, referring domains | Semrush | |
145| Top referring domains by authority | Semrush | |
146| Important links | Manual log | Track loss |
147| Link graph | Semrush | Health check |
148| New quality links (self + competitors) | Semrush | Outreach |
149| Indexed pages | Semrush | High-authority pages; internal linking |
150| Outbound domains | Semrush | Partnership opportunities |
151
152### Keywords
153
154| Metric | Source | Notes |
155|--------|--------|------|
156| Keyword count | Semrush | How many keywords rank |
157
158### Content Output
159
160| Metric | Source | Notes |
161|--------|--------|------|
162| Articles published | Manual | Weekly count |
163| Published vs indexed | GSC | New content indexing |
164| New page traffic | GA4 | Fresh content performance |
165
166## Monthly Record Template
167
168| Category | Metric | Source | Notes | Month 1 | Month 2 |
169|----------|--------|--------|-------|---------|--------|
170| Traffic | Total sessions | GA4 | | | |
171| Traffic | Channel share | GA4 | | | |
172| Engagement | Pages per session | GA4 | | | |
173| Backlinks | Referring domains | Semrush | | | |
174| Content | Articles published | Manual | | | |
175
176Adjust rows as needed.
177
178## Work Document Management
179
180- **Structure**: Metrics, sources, notes, monthly values
181- **Benefits**: Regular review, month-over-month trends, clear ownership
182- **Format**: Spreadsheet or doc; assign owners per metric
183
184## Output Format
185
186- **Core metrics** summary (indexing, traffic, keywords, backlinks)
187- **Benchmark** and trend
188- **Article database** structure (if applicable)
189- **Tool** recommendations
190- **Monitoring table** (customized)
191- **Action items** and owners
192
193## Related Skills
194
195- **analytics-traffic**: Traffic sources, attribution, diversification
196- **analytics-tracking**: GA4, events, CTA attribution, User ID
197- **analytics-google-search-console**: GSC reports, indexing, API
198- **analytics-ai-traffic**: AI search traffic
199- **seo-off-page-backlink-analysis**: Backlink audit, toxic links
200- **seo-technical-indexing**: Fix indexing issues
tools-only