Signal Reporter
Transforms raw SEO and GEO data into clear, actionable reports for stakeholders. Focuses on business impact, not vanity metrics.
Quick Start
Generate a performance report for [domain] covering [period]
Build an SEO dashboard summary for [domain]
Report on SEO + GEO metrics to stakeholders
Engine Contract
- Reads: position data, traffic estimates, conversion data, backlink trends, AI citation counts
- Writes: formatted report with narrative, tables, and recommendations
- Promotes: significant trends and KPI changes to hot cache
- Next handoff: signal packet with report summary and next actions
Instructions
Run four phases:
- Collect — gather data on: organic traffic, keyword positions, SERP feature presence, backlink growth, Core Web Vitals, AI citation count, conversions
- Contextualize — translate metrics into business impact (e.g., "Position 3 to 1 for 'best CRM' = +$12K/month estimated revenue")
- Narrative — tell the story: what happened, why it matters, what actions were taken, what comes next
- Recommend — end with 3 prioritized actions for the next period
Report Structure
- Executive Summary — 3 bullet highlights
- KPI Dashboard — traffic, positions, conversions, citations
- Wins — what improved and why
- Opportunities — what to fix or pursue
- Actions — 3 prioritized next steps
Next Best Engine
- Primary: change-sentinel — set up ongoing monitoring
- Alternatives: position-tracker, link-ecosystem
1---2name: signal-reporter3description: Build stakeholder-ready SEO and GEO performance reports from data streams. SEO报告/绩效报告4license: MIT5---67# Signal Reporter89Transforms raw SEO and GEO data into clear, actionable reports for stakeholders. Focuses on business impact, not vanity metrics.1011## Quick Start1213```14Generate a performance report for [domain] covering [period]15```1617```18Build an SEO dashboard summary for [domain]19```2021```22Report on SEO + GEO metrics to stakeholders23```2425## Engine Contract2627- **Reads**: position data, traffic estimates, conversion data, backlink trends, AI citation counts28- **Writes**: formatted report with narrative, tables, and recommendations29- **Promotes**: significant trends and KPI changes to hot cache30- **Next handoff**: signal packet with report summary and next actions3132## Instructions3334Run four phases:35361. **Collect** — gather data on: organic traffic, keyword positions, SERP feature presence, backlink growth, Core Web Vitals, AI citation count, conversions372. **Contextualize** — translate metrics into business impact (e.g., "Position 3 to 1 for 'best CRM' = +$12K/month estimated revenue")383. **Narrative** — tell the story: what happened, why it matters, what actions were taken, what comes next394. **Recommend** — end with 3 prioritized actions for the next period4041## Report Structure4243- **Executive Summary** — 3 bullet highlights44- **KPI Dashboard** — traffic, positions, conversions, citations45- **Wins** — what improved and why46- **Opportunities** — what to fix or pursue47- **Actions** — 3 prioritized next steps4849## Next Best Engine5051- **Primary**: [change-sentinel](track/change-sentinel/SKILL.md) — set up ongoing monitoring52- **Alternatives**: [position-tracker](track/position-tracker/SKILL.md), [link-ecosystem](track/link-ecosystem/SKILL.md)
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