Glossary
The vocabulary of modern AI internet monitoring, in plain English.
AI Internet Monitoring
AI internet monitoring is the automated, continuous surveillance of web sources using machine learning models that understand context — surfacing only meaningful changes, not raw keyword matches.
Brand Monitoring
Brand monitoring is the systematic tracking of mentions of a brand, product, or executive across online sources — news, social media, blogs, forums, and review sites — to surface reputation, sentiment, and crisis signals.
Media Monitoring
Media monitoring is the practice of continuously tracking news outlets, broadcast media, and online publications for mentions of a topic, brand, or person — historically a clipping service, today an AI-powered alerting workflow.
Competitive Intelligence
Competitive intelligence (CI) is the disciplined collection, analysis, and dissemination of public information about competitors, markets, and the competitive environment to inform strategy.
Web Change Detection
Web change detection is the automated practice of monitoring a specific URL or web page and alerting when its content changes — visually, structurally, or semantically.
Topic Tracking
Topic tracking is the continuous monitoring of an idea, theme, or subject across many sources, where the system understands the concept rather than just matching exact keywords.
OSINT (Open-Source Intelligence)
OSINT (open-source intelligence) is the collection and analysis of publicly available information — news, social media, public records, satellite imagery, online forums — for intelligence purposes.
Semantic Search
Semantic search is information retrieval that uses meaning rather than literal string matching — typically powered by vector embeddings or language models that understand concepts.