# ericciarla/trendfinder

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4,021 stars · 439 forks · TypeScript · MIT

## Links

- GitHub: https://github.com/ericciarla/trendFinder
- awesome-repositories: https://awesome-repositories.com/repository/ericciarla-trendfinder.md

## Description

TrendFinder is an AI-powered trend monitoring tool and sentiment analysis platform. It functions as a social media content aggregator that collects posts and articles from influencers and websites to identify emerging patterns and industry news.

The system utilizes large language models to process collected web data and determine the relevance of trending topics. It operates as an automated notification system, delivering contextual alerts and source links to messaging platforms when significant online activity is detected.

The platform covers automated market intelligence and real-time trend alerts by monitoring social content on a schedule. It includes capabilities for AI trend analysis and social media monitoring to track product releases and market sentiment.

## Tags

### Artificial Intelligence & ML

- [Automated Market Intelligence](https://awesome-repositories.com/f/artificial-intelligence-ml/automated-market-intelligence.md) — Monitors web targets and social platforms to maintain updated summaries of market trends and competitor activity.
- [Sentiment Analysis Tools](https://awesome-repositories.com/f/artificial-intelligence-ml/sentiment-analysis-tools.md) — Processes collected web data using LLMs to classify the emotional tone and relevance of trending topics.
- [Automated Sentiment Trends Analysis](https://awesome-repositories.com/f/artificial-intelligence-ml/sentiment-analysis-tools/automated-sentiment-trends-analysis.md) — Uses large language models to process collected text and identify overarching sentiment trends.

### Data & Databases

- [Trending Topic Detectors](https://awesome-repositories.com/f/data-databases/real-time-data-aggregators/trending-topic-detectors.md) — Provides real-time detection of trending topics from live data sources using AI-powered extraction.
- [Social Trend Analysis](https://awesome-repositories.com/f/data-databases/social-trend-analysis.md) — Analyzes viral patterns and trending content feeds on social media platforms using AI.
- [Social Media Stream Aggregators](https://awesome-repositories.com/f/data-databases/search-result-aggregators/social-media-search-aggregators/social-media-stream-aggregators.md) — Aggregates and deduplicates content from multiple social media sources and influencer websites.

### System Administration & Monitoring

- [Social Monitoring Systems](https://awesome-repositories.com/f/system-administration-monitoring/social-monitoring-systems.md) — Tracks real-time social media activity and influencer posts on a schedule to monitor industry news. ([source](https://cdn.jsdelivr.net/gh/ericciarla/trendfinder@main/README.md))
- [Event-Driven Notification Triggers](https://awesome-repositories.com/f/system-administration-monitoring/alert-notification-systems/event-driven-notification-triggers.md) — Implements automated alerts dispatched to external messaging platforms when specific trend thresholds are detected.

### User Interface & Experience

- [Social Media Monitoring](https://awesome-repositories.com/f/user-interface-experience/interface-branding/social-media-monitoring.md) — Tracks influencer posts and discussions across social media platforms to identify new product releases.

### Networking & Communication

- [Notification Systems](https://awesome-repositories.com/f/networking-communication/communication-platforms-services/messaging-notification-systems/notification-systems.md) — Provides an automated framework to trigger and dispatch trend alerts to users across digital channels.
- [Messaging Notifications](https://awesome-repositories.com/f/networking-communication/messaging-notifications.md) — Delivers automated notifications with trend context and source links to messaging platforms. ([source](https://cdn.jsdelivr.net/gh/ericciarla/trendfinder@main/README.md))

### Web Development

- [External API Polling](https://awesome-repositories.com/f/web-development/data-polling/external-api-polling.md) — Periodically queries social media APIs and websites at fixed intervals to collect new activity data.