AI Personalized Newsletter Curation Engine
Delivers a daily or weekly personalized newsletter filled with articles and insights tailored to an individual's specific interests and preferences.
The idea in one paragraph
This tool curates a highly personalized newsletter for subscribers, acting as their personal research assistant. It sifts through vast amounts of information to present only the most relevant and high-quality content based on user-defined topics and preferred sources.
Tools you'll use
Step-by-step playbook
- 1
Set up content aggregation
Identify RSS feeds, news sources, and blogs across various niches that the AI can pull from. Use tools like Loopedin for initial broad content ingestion.
- 2
Develop user interest profiling
Create an onboarding flow (e.g., simple web form) where users define their interests, preferred topics, and exclusion keywords. Store this in Airtable.
- 3
Integrate AI for curation
Use Make to pull new content, send it to Claude for analysis and relevance scoring against user profiles, and summarize selected articles.
- 4
Automate newsletter generation and delivery
Use Make to compile the AI-curated content into a newsletter format and deliver it via a platform like Substack or a custom email service.
- 5
Implement feedback loop
Allow users to 'like' or 'dislike' articles to continuously refine the AI's understanding of their preferences.
Frequently asked questions
How accurate is the personalization?
The personalization improves over time with user feedback, becoming highly accurate in selecting relevant content based on explicit preferences and implicit signals.
Can I choose the newsletter frequency?
Yes, users can typically choose between daily, weekly, or specific days for their personalized newsletter delivery.
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