Brand Monitoring

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkDeclared4 observations
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 3e6c611584c3 · 19 Oct 2026Report an issue or request a re-scan

• Publishernexscope-ai GitHub organizationOwner of the repository this skill is read from
• Source foldernexscope-ai/eCommerce-Skills/brand-monitoringThe exact folder we audited
• LicenceMITAs the repository states it
• Commit pinned for this verdict3e6c611584c3A new audit runs when the source changes
• Repository statusNot archivedLast push 54 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Brand monitoring tool for tracking mentions across social media platforms. Monitor Reddit, Google News, YouTube, and DuckDuckGo for brand mentions. Includes sentiment analysis, trend tracking, crisis detection, and…

---
name: brand-monitoring
version: 1.0.0
author: Nexscope AI
description: "Brand monitoring tool for tracking mentions across social media platforms. Monitor Reddit, Google News, YouTube, and DuckDuckGo for brand mentions. Includes sentiment analysis, trend tracking, crisis detection, and competitor comparison. No API key required for basic monitoring."
metadata: {"nexscope":{"emoji":"📡","category":"ecommerce"}}
---

# Brand Monitoring 📡

Track brand mentions across social media platforms and analyze sentiment.

## Installation

```bash
npx skills add nexscope-ai/eCommerce-Skills --skill brand-monitoring -g
```

## Features

- **Mention Monitoring** — Track brand mentions across platforms
- **Sentiment Analysis** — Positive/negative/neutral classification
- **Trend Tracking** — Monitor mention volume changes
- **Crisis Detection** — Alerts for negative spikes or crisis keywords
- **Competitor Comparison** — Share of voice analysis
- **Keyword Extraction** — Identify trending topics
- **Report Generation** — Weekly/monthly reports

## Supported Platforms

| Platform | Method | Stability |
|----------|--------|-----------|
| Reddit | Public JSON API | ⚠️ Rate limited |
| Google News | RSS Feed | ✅ Stable |
| DuckDuckGo | Instant Answer API | ✅ Stable |
| YouTube | HTML/RSS | ⚠️ Unstable |

## Analysis Dimensions

| Dimension | Method | Output |
|-----------|--------|--------|
| Volume | Mention count | Trend graph |
| Sentiment | NLP analysis | Sentiment score |
| Sources | Platform breakdown | Source distribution |
| Keywords | Topic extraction | Word cloud |
| Competitors | Share of voice | Comparison chart |

## Usage

### Basic Monitoring

```bash
python3 scripts/monitor.py "YourBrand"
```

### With Competitors

```bash
python3 scripts/monitor.py '{
  "brand": "YourBrand",
  "competitors": ["CompA", "CompB"],
  "platforms": ["reddit", "google_news"]
}'
```

### Demo Mode

```bash
python3 scripts/monitor.py --demo
```

## Output Example

```
📡 Brand Monitoring Report

Brand: YourBrand
Period: Last 7 days
Platforms: Reddit, Google News, YouTube

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📊 MENTION OVERVIEW

Total Mentions: 127
├── Reddit: 82 (65%)
├── Google News: 35 (28%)
└── YouTube: 10 (8%)

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

😊 SENTIMENT ANALYSIS

Positive: 45% ████████░░
Neutral:  38% ███████░░░
Negative: 17% ███░░░░░░░

Overall Score: 7.2/10 ✅

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📈 TREND (7 days)

Mon ████████ 25
Tue ██████ 18
Wed ███████ 21
Thu █████████ 28
Fri ████████ 22
Sat ███ 8
Sun ██ 5

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🔥 TRENDING KEYWORDS

1. quality (32x)
2. shipping (28x)
3. customer service (22x)
4. price (18x)
5. recommended (15x)

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

⚠️ ALERTS

🔴 Negative spike on Thursday (+40%)
   Related to: shipping delays
   Recommendation: Monitor and respond
```

## Crisis Detection

| Alert Level | Trigger | Action |
|-------------|---------|--------|
| 🟢 Normal | < 20% negative | Continue monitoring |
| 🟡 Warning | 20-40% negative | Investigate sources |
| 🔴 Crisis | > 40% negative | Immediate response needed |

## Monitoring Workflow

```
Set up brand keywords
      ↓
Monitor platforms
      ↓
Analyze sentiment
      ↓
Detect anomalies
      ↓
Generate alerts
      ↓
Weekly report
```

---

**Part of [Nexscope AI](https://www.nexscope.ai/?co-from=skill) — AI tools for e-commerce sellers.**

Excerpt, first 3,402 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

npx skills add nexscope-ai/eCommerce-Skills --skill brand-monitoring -g

git clone https://github.com/nexscope-ai/eCommerce-Skills
git -C eCommerce-Skills checkout 3e6c611584c3

Works in

1. 2026-10-19
   ✓SAFE B 89 / 100

   first audit · source 3e6c611584c3

Questions about Brand Monitoring

• github.com/nexscope-ai/eCommerce-Skills/tree/main/brand-monitori — the audited source at commit 3e6c611584c3 and every finding aboveObserved · 19 Oct 2026

Spotted something wrong? Report a correction · Methodology