Newsletter topic landscape

Access and scope

Set CRAWLORA_API_KEY to your Crawlora key. Prefer the listed Crawlora MCP tools when connected; otherwise use the bundled scripts/crawlora.sh, which sends x-api-key to https://api.crawlora.net/api/v1. Read reference/endpoints.md for exact methods and parameters. Check application code as well as HTTP status; payloads are inside data. Stop on authentication errors, back off on 429, and retry a transient upstream failure once. Bound pages and calls by the requested scope and credit budget. Preserve source IDs, URLs, retrieval times, and source dates where supplied.

Map what a chosen set of newsletters publishes about a topic. Define topic and synonyms, date window, language, publication scope, and balanced per-publication sample budget. Use a supplied publication set first; search and category results are discovery samples rather than a complete newsletter universe.

Resolve publications and sample their editorial work