plugins/seo/skills/analytics-interpretation/SKILL.md
Interpret GA4 and GSC data with benchmarks, status indicators, and actionable insights
npx skillsauth add madappgang/claude-code analytics-interpretationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
plugin: seo updated: 2026-01-20
| Metric | Good | Warning | Poor | Action When Poor | |--------|------|---------|------|------------------| | Avg Time on Page | >3 min | 1-3 min | <1 min | Improve content depth, add multimedia | | Bounce Rate | <40% | 40-70% | >70% | Add internal links, improve intro hook | | Engagement Rate | >60% | 30-60% | <30% | Review content quality, add CTAs | | Scroll Depth | >75% | 50-75% | <50% | Add visual breaks, improve structure | | Pages/Session | >2.5 | 1.5-2.5 | <1.5 | Improve internal linking |
| Metric | Good | Warning | Poor | Action When Poor | |--------|------|---------|------|------------------| | CTR | >5% | 2-5% | <2% | Improve title/meta description | | Avg Position | 1-3 | 4-10 | >10 | Strengthen content, build links | | Impressions Trend | Growing | Stable | Declining | Refresh content, target new keywords | | Mobile Usability | PASS | - | FAIL | Fix mobile issues immediately | | Core Web Vitals | GOOD | NEEDS_IMPROVEMENT | POOR | Optimize performance |
High Engagement
│
┌──────────────┼──────────────┐
│ HIDDEN GEM │ STAR │
│ Low traffic │ High traffic│
│ High quality│ High quality│
│ → Promote │ → Maintain │
Low ───────┼──────────────┼──────────────┼─── High
Traffic │ │ │ Traffic
│ UNDERPERFORM│ LEAKY │
│ Low traffic │ High traffic│
│ Low quality │ Low quality │
│ → Rework │ → Optimize │
└──────────────┼──────────────┘
│
Low Engagement
| GSC Signal | GA4 Signal | Interpretation | |------------|------------|----------------| | High impressions | Low clicks | Title/meta mismatch with intent | | High CTR | High bounce | Content doesn't deliver on promise | | Low CTR | High engagement (when clicked) | Hidden gem, improve snippet | | Growing impressions | Stable clicks | Ranking improving, CTR opportunity |
health_score = (
engagement_score × 0.30 +
seo_score × 0.30 +
ranking_score × 0.20 +
trend_score × 0.20
)
Component Calculations:
engagement_score = normalize(
time_on_page_score × 0.4 +
bounce_rate_score × 0.3 +
scroll_depth_score × 0.3
)
seo_score = normalize(
ctr_score × 0.4 +
position_score × 0.4 +
impressions_growth × 0.2
)
ranking_score = normalize(
avg_position × 0.5 +
visibility_score × 0.3 +
keyword_coverage × 0.2
)
trend_score = normalize(
traffic_trend × 0.4 +
ranking_trend × 0.3 +
engagement_trend × 0.3
)
| Score | Rating | Status | Action | |-------|--------|--------|--------| | 90-100 | Excellent | Performing optimally | Maintain, minor tweaks | | 75-89 | Good | Solid performance | Optimize weak areas | | 60-74 | Fair | Room for improvement | Address key issues | | 40-59 | Poor | Underperforming | Major revision needed | | 0-39 | Critical | Failing | Complete overhaul |
| Metric | This Week | Last Week | Change | Status |
|--------|-----------|-----------|--------|--------|
| Sessions | 1,245 | 1,180 | +5.5% | ↑ GROWING |
| Avg Position | 4.2 | 4.8 | +0.6 | ↑ IMPROVING |
| CTR | 2.8% | 2.6% | +0.2pp | ↑ IMPROVING |
| Bounce Rate | 42% | 38% | +4pp | ↓ DECLINING |
| Trend Pattern | Interpretation | Recommended Action | |---------------|----------------|-------------------| | ↑↑↑ All metrics up | Content gaining momentum | Double down, create related content | | ↑↓↑ Mixed signals | Transition period | Monitor closely, identify cause | | ↓↓↓ All metrics down | Content declining | Urgent refresh needed | | →→→ All flat | Plateau reached | Experiment with new angles |
| Metric | Significant Change | Alert Level | |--------|-------------------|-------------| | Traffic | ±30% WoW | HIGH | | CTR | ±1pp WoW | MEDIUM | | Position | ±5 positions | HIGH | | Bounce Rate | ±10pp WoW | MEDIUM |
| Anomaly | Possible Causes | |---------|-----------------| | Sudden traffic drop | Algorithm update, technical issue, competitor | | CTR spike | SERP feature win, seasonal interest | | Position fluctuation | Google testing, competitor changes | | Engagement drop | Content staleness, UX issue |
## {Metric Name}
**Current Value**: {value}
**Benchmark**: {benchmark}
**Status**: {GOOD|WARNING|POOR}
**Trend**: {↑|→|↓} ({change}% vs last period)
**Interpretation**: {1-2 sentence explanation}
**Recommended Action**: {specific action if needed}
## Content Performance Summary
**Overall Health**: {score}/100 ({rating})
### Key Wins
- {positive finding 1}
- {positive finding 2}
### Concerns
- {issue 1}
- {issue 2}
### Priority Actions
1. {highest priority action}
2. {second priority action}
3. {third priority action}
testing
A test skill for validation testing. Use when testing skill parsing and validation logic.
tools
--- name: bad-skill description: This skill has invalid YAML in frontmatter allowed-tools: [invalid, array, syntax prerequisites: not-an-array --- # Bad Skill This skill has malformed frontmatter that should fail parsing. The YAML has: - Unclosed array bracket - Wrong type for prerequisites (should be array, not string)
tools
Plugin release process for MAG Claude Plugins marketplace. Covers version bumping, marketplace.json updates, git tagging, and common mistakes. Use when releasing new plugin versions or troubleshooting update issues.
testing
Fetch trending programming models from OpenRouter rankings. Use when selecting models for multi-model review, updating model recommendations, or researching current AI coding trends. Provides model IDs, context windows, pricing, and usage statistics from the most recent week.