Workflow templates and code examples for news aggregation, media monitoring, competitive intelligence, sentiment analysis, and real-time alerts — built for the APITube News API.
A collection of ready-to-use workflows for integrating with the APITube News API — a real-time news aggregation API providing access to over 500,000 sources across 200 countries and 60 languages.
Keywords: news API, news aggregation, media monitoring, competitive intelligence, competitor tracking, brand monitoring, sentiment analysis, real-time alerts, news analytics, market research, PR monitoring, reputation management, news feed, RSS alternative
APITube News API is a simple HTTP REST API for searching and retrieving live news articles from all over the web. It offers:
- Massive coverage — 500,000+ news sources, 200 countries, 60 languages
- Rich filtering — 65+ filters including keywords, date range, language, country, category, source, and more
- Structured data — each article includes title, description, body, URL, source, author, image, sentiment, categories, and publication date
- Historical access — search news archives going back up to 10 years
- Up to 50 articles per request with pagination support
- Sorting — by publication date or relevance
| Workflow | Description |
|---|---|
| Get Latest News | Retrieve the most recent news articles with flexible filtering by topic, language, country, and more. |
| Entity Tracking | Track mentions of companies, people, organizations, and other named entities across news sources. |
| Sentiment Analysis | Filter and analyze news articles by emotional tone — positive, negative, or neutral. |
| Competitive Intelligence | Monitor competitors, compare brand coverage, and analyze market positioning. |
| Topic-Based Aggregation | Aggregate and analyze news by predefined topics, build thematic feeds, and detect trends. |
| Multi-Source Monitoring | Monitor and compare news from specific sources, filter by source rank and country. |
| Export and Analytics | Export news data to CSV/JSON/JSONL and build analytics pipelines for reporting. |
| Real-Time Alerts | Build automated alerting pipelines that detect breaking news, sentiment spikes, and anomalies. |
| Multilingual Analysis | Cross-language news monitoring, comparison, and translation-aware analytics. |
| Content Curation | Automated content curation with quality scoring, deduplication, and newsletter generation. |
| Workflow | Description |
|---|---|
| Crisis Management | Comprehensive crisis detection, reputation monitoring, escalation tracking, and rapid response coordination. |
| Investment Research | Pre-earnings sentiment analysis, M&A rumor detection, sector rotation signals, and quantitative trading signals. |
| Geopolitical Risk Monitoring | Track conflicts, sanctions, trade disputes, and regional instability with multi-jurisdictional coverage. |
| Supply Chain Intelligence | Monitor disruptions, port congestion, commodity supply, and supplier risk across global supply chains. |
| Regulatory News Tracking | Track enforcement actions, new regulations, compliance deadlines, and policy changes across jurisdictions. |
| Market-Moving Events | Real-time detection of market-moving news with multi-signal scoring, velocity analysis, and cross-asset correlation. |
| Executive Intelligence | Executive reputation dashboards, leadership change detection, and executive-company sentiment correlation. |
| Brand Health Scorecard | Multi-dimensional brand health scoring with competitive benchmarking and share of voice analysis. |
| Event Impact Analysis | Before/after event comparison, daily timeline reconstruction, spillover effects, and recovery tracking. |
| Industry Disruption Radar | Detect emerging disruptions, track startup activity, analyze incumbent responses, and monitor innovation trends. |
| Workflow | Description |
|---|---|
| Predictive News Analytics | Statistical forecasting, anomaly detection with z-scores, trend prediction, moving averages, and early warning systems. |
| Multi-Entity Network Analysis | Entity relationship mapping, influence networks with PageRank, community detection, and sentiment propagation analysis. |
| Narrative Intelligence | Narrative lifecycle tracking, frame analysis, coordinated messaging detection, and counter-narrative dynamics. |
| ESG Media Intelligence | Environmental, Social, Governance scoring, controversy detection, greenwashing analysis, and peer benchmarking. |
| M&A Deal Intelligence | M&A rumor detection, deal tracking, regulatory risk analysis, and deal success probability estimation. |
| Workflow | Description |
|---|---|
| Algorithmic Trading Signals | Multi-factor alpha generation, sentiment momentum, coverage velocity, cross-sectional normalization, and signal backtesting. |
| News Knowledge Graph | Dynamic knowledge graph construction, entity resolution, relationship extraction, PageRank influence, path finding, and graph inference. |
| Reputation Risk Engine | Multi-dimensional reputation scoring, controversy half-life decay, crisis simulation, regime detection, and recovery forecasting. |
| Economic Sentiment Indicators | News-based economic indices, recession probability models, sector rotation signals, and inflation expectations tracking. |
| Real-Time Anomaly Detection | Ensemble anomaly detection (Z-score, IQR, CUSUM), pattern classification, adaptive thresholds, and automated root cause analysis. |
| Workflow | Description |
|---|---|
| Intelligence Fusion System | Bayesian source credibility modeling, information cascade detection, contradiction analysis, and multi-source consensus building. |
| Event Cascade Modeling | Graph-based event propagation, Monte Carlo cascade simulation, scenario analysis with VaR, and systemic impact forecasting. |
| Market Regime Detection | Hidden Markov Model regime identification, Baum-Welch parameter estimation, Viterbi decoding, and regime-conditional signal generation. |
| Cross-Market Contagion | Granger causality testing, Diebold-Yilmaz spillover index, dynamic conditional correlation, and impulse response analysis. |
| Systemic Risk Monitoring | Value-at-Risk and Expected Shortfall, absorption ratio, turbulence index, network-based contagion risk, and stress testing frameworks. |
Each workflow includes a README with parameter reference and quick start examples, plus an examples.md with detailed code samples in Python, JavaScript, and PHP.
curl -s "https://api.apitube.io/v1/news/everything?api_key=YOUR_API_KEY&language.code=en&per_page=10"import requests
response = requests.get("https://api.apitube.io/v1/news/everything", params={
"api_key": "YOUR_API_KEY",
"language.code": "en",
"per_page": 10
})
for article in response.json()["results"]:
print(article["title"])const response = await fetch(
"https://api.apitube.io/v1/news/everything?api_key=YOUR_API_KEY&language.code=en&per_page=10"
);
const data = await response.json();
data.results.forEach((a) => console.log(a.title));- News aggregators — collect articles from multiple sources in one feed
- Monitoring dashboards — track news about specific topics or companies
- Chatbots and assistants — provide users with up-to-date news on demand
- Research and analytics — gather large datasets of news articles for analysis
- Marketing intelligence — track competitor activity and industry trends