AI Product Monitor
One-click pipeline that runs four stages sequentially:
- RSS Monitor — Fetch configured RSS feeds, extract AI product launch posts
- Product Search — Enrich each launch with web search details
- Screenshot Capture — Take screenshots of product landing pages
- Trend Analysis — Analyze launch trends and generate a summary report
Quick Start (Full Pipeline)
python3 scripts/pipeline.py
Individual Stages
# Stage 1 only — RSS monitoring
python3 scripts/pipeline.py --stage rss
# Stage 2 only — Product info search
python3 scripts/pipeline.py --stage search
# Stage 3 only — Screenshot capture
python3 scripts/pipeline.py --stage screenshot
# Stage 4 only — Trend analysis
python3 scripts/pipeline.py --stage trends
Configuration
Edit references/feeds.yaml to customize RSS sources. Default feeds include OpenAI, Google AI, Anthropic, Meta AI, and Hugging Face blogs.
Output
| File | Description |
|---|---|
data/raw_launches.json |
Raw RSS items from stage 1 |
data/enriched_launches.json |
Launches with search-enriched info |
data/screenshots/ |
Landing page screenshots (PNG) |
data/trend_report.md |
Final trend analysis report |
Pipeline Flow
RSS Feeds → raw_launches.json → enriched_launches.json → screenshots/ → trend_report.md
Each stage reads the previous stage's output, so stages can be re-run independently after editing earlier results.