{"slug": "ask-hn-where-do-those-llm-generated-outreach-emails-come-from", "title": "Ask HN: Where do those LLM-generated outreach emails come from?", "summary": "A Hacker News user reports receiving daily LLM-generated outreach emails that follow a pattern of targeted compliment, pitch, and call to action, sent by real people with LinkedIn profiles who are often AI gurus but rarely niche experts. The user asks which tool is being used, why it has become popular overnight, and how to reliably block such emails.", "body_md": "I have started getting daily LLM-written outreach emails. They all follow the same exact pattern, but come from different people pitching different vibe-coded things. The authors are real people with LinkedIn profiles, usually AI gurus, rarely experts in their niche. The message is usually targeted compliment > pitch > call to action. The compliment is the biggest tell because it's so neat and specific.\n\nMy question: which tool are they all using? Why has it become so popular almost overnight? How do I reliably block those emails?\n\nComments URL: [https://news.ycombinator.com/item?id=49066659](https://news.ycombinator.com/item?id=49066659)\n\nPoints: 2\n\n# Comments: 0", "url": "https://wpnews.pro/news/ask-hn-where-do-those-llm-generated-outreach-emails-come-from", "canonical_source": "https://news.ycombinator.com/item?id=49066659", "published_at": "2026-07-27 08:29:50+00:00", "updated_at": "2026-07-27 08:52:29.415337+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-tools"], "entities": ["Hacker News", "LinkedIn"], "alternates": {"html": "https://wpnews.pro/news/ask-hn-where-do-those-llm-generated-outreach-emails-come-from", "markdown": "https://wpnews.pro/news/ask-hn-where-do-those-llm-generated-outreach-emails-come-from.md", "text": "https://wpnews.pro/news/ask-hn-where-do-those-llm-generated-outreach-emails-come-from.txt", "jsonld": "https://wpnews.pro/news/ask-hn-where-do-those-llm-generated-outreach-emails-come-from.jsonld"}}