ericciarla/trendFinder
Stay on top of trending topics on social media and the web with AI observed · 2026-08-28
Health v2 · maintenance only
24/100
- Activity 7
- Release rhythm 35
- Longevity 43
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 610
- days_rel: n/a
- days_push: 563
- n_releases_24m: 0
Adoption not part of the score
4116 stars · 452 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A self-hosted Node.js application that monitors influencer posts on Twitter/X and website changes via Firecrawl, then uses LLMs (Together AI, DeepSeek, or OpenAI) to detect emerging trends and product launches. It sends Slack or Discord notifications on a cron-based schedule.
Use cases
- monitor trending topics on social media with AI
- get notified when influencers tweet about new trends
- track competitor product launches on websites
- automate social media trend monitoring into Slack
- find emerging marketing opportunities in real time
- replace manual social media trend hunting
When to choose
- you want a self-hosted, AI-powered social listening tool
- your team uses Slack or Discord and needs instant trend alerts
- you already have X API and Firecrawl API keys
- you want to monitor specific influencers and websites on a schedule
When to avoid
- you need broad multi-platform social listening beyond Twitter/X
- you cannot tolerate X API free-tier rate limits (1 account per 15 min)
- you want a fully managed SaaS with no setup
- you lack API keys or a Docker environment
Facets
application · maturity active
web-scraping nlp machine-learning scheduling webhook analytics social-media artificial-intelligence analytics self-hosted trend-detection social-media-monitoring slack-notifications discord-notifications firecrawl twitter-monitoring marketing-tools cron-jobs marketing automation nodejs docker web-server
1 source
- readme: https://github.com/ericciarla/trendFinder · fetched 2026-08-28 · 147421e0616c
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| ericciarla/trendFinder | main | 24 |
For agents
markdown · JSON · MCP: product_card(name="ericciarla/trendFinder")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem