NewsWeave

Overview

NewsWeave is an AI-powered newsletter automation agent that transforms raw web content into curated, editorially-sound newsletters delivered to your subscribers. It combines intelligent semantic search, AI-driven content ranking, and sophisticated copywriting to deliver weekly digests that engage readers with the most relevant and shareable stories in your niche. Perfect for marketers, publishers, and thought leaders who want to maintain consistent, high-quality newsletter output without manual curation.

How It Works

1. Search & Discover (Exa) — Performs semantic AI-native search across the web to find articles and content published this week on your target topic, capturing nuanced relevance beyond simple keywords.
2. Gather Breaking News (TheNewsAPI) — Pulls trending stories and breaking news headlines organized by category, language, and locale to ensure timely, authoritative coverage.
3. Intelligent Ranking (Claude Opus 4.6) — Uses advanced reasoning to analyze all discovered content, rank by editorial criteria (novelty, relevance, shareability), and select the best 5-7 items for inclusion.
4. Craft Editorial Summaries (Claude Sonnet 4.6) — Writes engaging 2-3 sentence summaries and commentary for each selected story, plus a compelling newsletter intro and outro.
5. Build Newsletter Layout (Claude Sonnet 4.6) — Assembles all content into a clean, professional HTML newsletter template ready for distribution.
6. Identify Audience (Mailchimp) — Retrieves your target subscriber list ID from your Mailchimp account.
7. Launch Campaign (Mailchimp) — Creates a new Mailchimp campaign with optimized subject line and preview text.
8. Inject Content (Mailchimp) — Loads the assembled HTML content into your campaign.
9. Deploy Newsletter (Mailchimp) — Sends the campaign immediately or schedules it for optimal engagement timing.

Key Features

• Multi-source Content Discovery — Combines semantic web search with trending news APIs for comprehensive, up-to-date coverage of your topic area
• AI-Powered Editorial Judgment — Uses advanced reasoning models to rank and select stories by relevance, novelty, and shareability rather than simple engagement metrics
• Professional Editorial Voice — Generates polished summaries and commentary that reflect your publication's tone and expertise
• Fully Automated Publishing — From content discovery to Mailchimp deployment—no manual steps required once configured
• Optimized for Subscribers — Produces clean, responsive HTML templates designed for high open rates and reader engagement

Use Cases

• Tech Industry Roundup — A B2B SaaS company curates weekly tech news and AI developments for their customer base, saving hours on manual research and writing
• Marketing Digest Newsletter — A digital marketing agency sends curated industry insights, campaign trends, and tactical tips to clients on a consistent schedule
• Healthcare News Brief — A medical practice summarizes regulatory updates, clinical research, and wellness trends for patients and referring physicians
• Investment Research Newsletter — A financial advisor delivers weekly market commentary and trending investment themes to high-net-worth clients without dedicated editorial staff