Kings News AI Citation Tracker

Track how visible your press releases are across AI platforms, search engines, and the modern discovery ecosystem. Built by Kingnewswire.co

Features

• AI Citation Score — measures content suitability for AI platform references
• Search Visibility Score — evaluates traditional and AI-enhanced search optimization
• Platform-by-Platform Analysis — ChatGPT, Google AI Overviews, Gemini, Perplexity, Copilot
• Citation Readiness Assessment — signals, structure, authority, and context evaluation
• Visibility Gap Report — identifies weaknesses preventing AI discovery
• Actionable Recommendations — improve discoverability, authority, and citation potential
• Competitive Benchmarking — compare against industry standards
• Content Optimization Insights — headlines, factual clarity, source attribution, structure
• CLI support in Node.js and Python
• Benchmark dataset included (20 citation tracking cases)
• Lightweight, publish-ready, minimal dependencies

Quick Start

Node.js

npm install @kings-news/ai-citation-tracker
npx ai-citation-tracker "press-release-title" 72 65 80 55 70 60

Python

pip install kings-news-citation-tracker
python -m tracker "press-release-title" 72 65 80 55 70 60

Output

Content: press-release-title
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
AI Citation Score:           72 / 100  [Healthy]
Search Visibility Score:     65 / 100  [At Risk]
Citation Readiness Score:    80 / 100  [Healthy]
Visibility Gap Score:        55 / 100  [At Risk]
Platform Reach Score:        70 / 100  [Healthy]
Content Optimization Score:  60 / 100  [At Risk]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Overall Citation Health:     67 / 100
Priority Action:             Visibility Gap (lowest — act first)

Platform Breakdown:
  ChatGPT:              72 / 100
  Google AI Overviews:  68 / 100
  Gemini:               65 / 100
  Perplexity:           74 / 100
  Copilot:              63 / 100

Project Structure

kings-news-ai-citation-tracker/
├── index.ts              # TypeScript tracker
├── tracker.py            # Python tracker
├── package.json          # NPM package config
├── package-lock.json     # NPM lock file
├── tsconfig.json         # TypeScript config
├── schema.json           # JSON-LD structured data
├── zenodo.json           # Zenodo metadata
├── heartbeat.txt         # Auto-updated daily
├── mkdocs.yml            # ReadTheDocs config
├── .readthedocs.yaml     # ReadTheDocs build config
├── docs/
│   ├── index.md          # Documentation
│   └── requirements.txt
├── dataset/
│   └── citation_benchmarks.csv
├── kaggle/
│   └── notebook.ipynb
├── .github/workflows/
│   ├── heartbeat.yml     # Auto-commit daily
│   └── npm-publish.yml   # Auto-publish to NPM
├── README.md
└── LICENSE

Citation Signal Scores

| Signal | Description | Score Range | |--------|-------------|-------------| | AI Citation | Content suitability for AI platform references | 0–100 | | Search Visibility | Traditional and AI-enhanced search optimization | 0–100 | | Citation Readiness | Signals, structure, authority, context | 0–100 | | Visibility Gap | Weaknesses preventing AI discovery | 0–100 | | Platform Reach | Coverage across AI platforms and search ecosystems | 0–100 | | Content Optimization | Headlines, clarity, attribution, structure | 0–100 |

Platform Coverage

| Platform | Description | |----------|-------------| | ChatGPT | OpenAI large language model citation tracking | | Google AI Overviews | Google SGE and AI Overview visibility | | Gemini | Google Gemini AI citation potential | | Perplexity | Perplexity AI source citation tracking | | Copilot | Microsoft Copilot visibility analysis |

Score Interpretation

| Score | Status | Action | |-------|--------|--------| | 0–30 | Critical | Immediate optimization required | | 31–60 | At Risk | Active improvement needed | | 61–80 | Healthy | Maintain and refine | | 81–100 | Excellent | Sustain and scale |

Keywords

AI Citation Tracker · Press Release Visibility · AI Search · ChatGPT Citation · Google AI Overviews · Perplexity · Gemini · Copilot · Content Discovery · King News Wire

Links

| Platform | URL | |----------|-----| | Website | https://kingnewswire.co | | GitHub | https://github.com/kings-news/kings-news-ai-citation-tracker | | GitHub Pages | https://kings-news.github.io/kings-news-ai-citation-tracker/ | | NPM | https://npmjs.com/package/@kings-news/ai-citation-tracker | | Hugging Face | https://huggingface.co/datasets/kings-news/ai-citation-benchmarks | | Kaggle | https://kaggle.com/datasets/kingsnews/ai-citation-benchmarks | | Zenodo | https://zenodo.org/records/XXXXXXX | | Docs | https://kings-news-ai-citation-tracker.readthedocs.io |

About Kings News

Kings News AI Citation Tracker empowers organizations to measure, understand, and improve their visibility in the evolving world of AI-powered discovery — helping every press release achieve maximum reach and impact.

License

MIT — Kingnewswire.co