Traffic report Recommended
/ak:analyze traffic- Use when:
- You need sources, pages, and trend analysis.
- Expected:
- A traffic report grounded in available metrics with trends and recommendations.
Ctrl K
Quick Ref / Command
Marketing Kit
/ak:analyze
Analyze Reports
Generate focused analytics and performance reports for traffic, campaigns, conversions, funnels, content, and engagement using real data where available.
01
Parse type
02
Gather data
03
Fallback locally
04
Run type lens
Rule 01
Start from the requested analysis type so the report has a sharp lens.
Rule 02
Use real GA4 or Search Console metrics when available; otherwise analyze existing project data honestly.
Rule 03
Benchmark before recommending so numbers are interpreted in context.
Rule 04
The output is a useful report, not a generic metrics dump.
Execution Map
Core lanes from input to output, aligned with the command's real execution path.
01
Start
Input, scope, route
- 1 Parse type Read the requested analysis type from arguments: traffic, campaigns, conversions, funnel, content, engagement, or report with daily, weekly, monthly, or quarterly.
- 2 Gather data Use the analytics-analyst role, activate analytics frameworks, and pull GA4 or Search Console metrics when integrations are available.
02
Work
Agent / skill execution
- 3 Fallback locally When external MCP data is not available, analyze available project data, campaign exports, documents, or existing reports instead of fabricating metrics.
- 4 Run type lens For traffic inspect sources, pages, and trends; for campaigns inspect ROI, conversions, and cost; for conversions and funnel inspect stages and drop-offs.
03
Verify
Gate, review, validation
- 5 Analyze content For content and engagement reports, evaluate shares, time on page, audience interaction, and performance against goals.
- 6 Benchmark goals Compare metrics to campaign goals, historical baselines, channel expectations, and funnel targets.
04
Close
Report, handoff, artifact
- 7 Generate insights Identify trends, patterns, anomalies, bottlenecks, and likely drivers before recommending actions.
- 8 Write report Save standard analyses to reports/analytics/{date}-{type}.md and report-route output to reports/periodic/{date}-{period}.md.
Sample Prompt
Concrete invocations for each flag, subcommand, mode, or route available in the live workflow.
Campaign overview
/ak:analyze campaigns- Use when:
- Campaign ROI, conversions, and costs need review.
- Expected:
- A campaign-performance overview with benchmarks, anomalies, and next actions.
Periodic report
/ak:analyze report weekly- Use when:
- You need a documented daily, weekly, monthly, or quarterly report route.
- Expected:
- The report reference writes reports/periodic/{date}-{period}.md with available metrics, gaps, and recommendations.
Handled Scope
- Traffic analysis
- Campaign performance
- Conversion funnels
- Content performance
- Engagement metrics
- Periodic reports
Artifacts Produced
Analytics report
Pattern
reports/analytics/{date}-{type}.md and reports/periodic/{date}-{period}.md The skill writes type-specific analytics reports and periodic report-route outputs with insights and recommendations.