home / skills / a5c-ai / babysitter / reputation-intelligence

This skill helps you track and benchmark reputation across multiple sources, delivering insights to improve brand health, product perception, and stakeholder

npx playbooks add skill a5c-ai/babysitter --skill reputation-intelligence

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SKILL.md
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---
name: reputation-intelligence
description: Reputation measurement and benchmarking platform integration
allowed-tools:
  - Read
  - Write
  - Glob
  - Grep
  - Bash
  - WebFetch
metadata:
  specialization: public-relations
  domain: business
  category: Reputation Management
  skill-id: SK-006
  dependencies:
    - RepTrak API
    - YouGov API
    - Review platform APIs
---

# Reputation Intelligence Skill

## Overview

The Reputation Intelligence skill provides reputation measurement and benchmarking platform integration capabilities. This skill enables comprehensive reputation tracking, competitive benchmarking, and stakeholder perception analysis across multiple data sources.

## Capabilities

### Reputation Measurement
- RepTrak reputation data integration
- YouGov brand tracking data access
- Brand health index calculation
- Reputation driver analysis
- Trend tracking over time

### Employer Reputation
- Glassdoor employer reputation monitoring
- Indeed company reviews tracking
- Comparably ratings integration
- Employee sentiment analysis
- Employer brand health metrics

### Product/Service Reputation
- G2/Capterra review monitoring
- Trust Pilot integration
- Product review aggregation
- Service quality tracking
- Feature sentiment analysis

### Competitive Benchmarking
- Competitive reputation benchmarking
- Share of reputation analysis
- Relative strength identification
- Gap analysis vs. competitors
- Industry positioning

### Stakeholder Insights
- Net Promoter Score tracking
- Stakeholder perception surveys
- Customer satisfaction correlation
- Investor perception analysis
- Community sentiment tracking

## Usage

### Reputation Dashboard
```javascript
const reputationDashboard = {
  overall: {
    reputationScore: 72.5,
    trend: '+2.3 vs. prior quarter',
    industryRank: 3,
    industryAverage: 68.2
  },
  dimensions: {
    products: { score: 78, trend: '+1.5' },
    innovation: { score: 75, trend: '+3.2' },
    workplace: { score: 71, trend: '+0.8' },
    governance: { score: 70, trend: '-1.2' },
    citizenship: { score: 69, trend: '+2.1' },
    leadership: { score: 73, trend: '+1.8' },
    performance: { score: 74, trend: '+2.5' }
  },
  stakeholders: {
    customers: { nps: 45, satisfaction: 82 },
    employees: { engagement: 75, glassdoor: 4.2 },
    investors: { confidence: 78, recommendation: 68 },
    community: { favorability: 72, awareness: 65 }
  },
  competitive: {
    'Company': 72.5,
    'Competitor A': 75.2,
    'Competitor B': 68.9,
    'Competitor C': 71.3
  }
};
```

### Reputation Alert Configuration
```javascript
const reputationAlerts = {
  thresholds: {
    overallScore: {
      decline: 5,
      action: 'Review and investigate causes'
    },
    glassdoorRating: {
      minimum: 3.5,
      action: 'Employee relations review'
    },
    nps: {
      decline: 10,
      action: 'Customer experience investigation'
    },
    competitiveGap: {
      maximum: 5,
      action: 'Competitive response planning'
    }
  },
  monitoring: {
    frequency: 'daily',
    sources: ['reptrak', 'glassdoor', 'g2', 'trustpilot', 'surveys'],
    recipients: ['cco', 'pr-director', 'hr-director']
  },
  reporting: {
    weekly: ['reputation-summary'],
    monthly: ['competitive-benchmark', 'stakeholder-analysis'],
    quarterly: ['board-reputation-report']
  }
};
```

## Process Integration

This skill integrates with the following PR processes:

| Process | Integration Points |
|---------|-------------------|
| reputation-monitoring.js | Ongoing tracking |
| reputation-risk-identification.js | Risk detection |
| reputation-recovery-strategy.js | Recovery planning |
| executive-visibility-program.js | Leadership reputation |

## Best Practices

1. **Multi-Source Tracking**: Use multiple data sources for comprehensive view
2. **Stakeholder Segmentation**: Track reputation by stakeholder group
3. **Competitive Context**: Always benchmark against competitors
4. **Driver Analysis**: Understand what drives reputation scores
5. **Action Orientation**: Connect metrics to improvement actions
6. **Long-Term View**: Focus on trends, not just point-in-time

## Metrics and KPIs

| Metric | Description | Target |
|--------|-------------|--------|
| Reputation Score | Overall reputation index | Above industry average |
| NPS | Net Promoter Score | >40 |
| Glassdoor Rating | Employee review average | >4.0 |
| Competitive Position | Rank vs. competitors | Top quartile |
| Dimension Balance | Scores across all dimensions | No dimension below 65 |

## Related Skills

- SK-001: Media Monitoring (media reputation)
- SK-002: Social Listening (social reputation)
- SK-012: Stakeholder CRM (stakeholder tracking)

Overview

This skill provides reputation measurement and benchmarking platform integration for continuous brand, employer, product, and stakeholder intelligence. It consolidates multi-source data to produce an actionable reputation score, dimension-level metrics, and competitive benchmarks. Use it to monitor trends, trigger alerts, and guide targeted reputation actions.

How this skill works

The skill ingests reputation data from platforms like RepTrak, YouGov, Glassdoor, G2, Trustpilot, and surveys, then normalizes and aggregates into a unified reputation index and dimension scores. It performs driver analysis, stakeholder segmentation, trend detection, and share-of-reputation benchmarking against competitors. Configurable alerting and scheduled reports surface declines, gaps, and priority actions for recipients such as CCOs, PR, and HR leaders.

When to use it

  • Establish a continuous reputation dashboard after a product launch or rebrand
  • Detect and respond to sudden reputation declines or review spikes
  • Benchmark your brand against competitors for strategy planning
  • Monitor employer reputation during recruiting campaigns or layoffs
  • Correlate stakeholder sentiment with customer satisfaction or investor confidence

Best practices

  • Track multiple data sources to avoid single-source bias
  • Segment insights by stakeholder group (customers, employees, investors, community)
  • Always benchmark metrics against industry peers and peers’ trends
  • Connect drivers to concrete remediation actions and owners
  • Focus on trends and sustained movement rather than single-period swings

Example use cases

  • Weekly executive dashboard summarizing overall score, dimension trends, and competitive rank
  • Alert that triggers when Glassdoor rating falls below threshold to initiate HR review
  • Quarterly competitive benchmarking report highlighting relative strengths and gaps
  • NPS decline investigation tying customer feedback themes to product or service issues
  • Employer reputation monitoring during high-volume hiring to protect talent brand

FAQ

What data sources are supported?

Core integrations include RepTrak, YouGov, Glassdoor, Indeed, Comparably, G2, Capterra, and Trustpilot, plus CSV imports and survey feeds for custom sources.

How are reputation scores calculated?

Scores are normalized across sources into a composite reputation index and dimension-level metrics; driver analysis weights contributors and flags material changes for investigation.