n8nBeginner7 min readUpdated Jun 16, 2026

n8n: Hacker News Launch Monitor with AI Ranking

Watch HN's front page for competitor launches, YC batches, or keywords — get a ranked Slack digest with the ones actually worth reading.

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Overview

The HN front page is a firehose. This n8n workflow pulls the top 30 posts hourly, filters against your keyword and domain list, uses GPT-4o-mini to rank relevance and add a one-line summary, and posts a Slack digest twice a day. It's the fastest way to stop missing launches in your category.

How it works

  1. Cron trigger every 30 minutes.
  2. Fetch HN top stories via Firebase API.
  3. Function node dedupes against Postgres/Notion.
  4. For matches, GPT-4o-mini writes: 1-line summary + relevance score (0-10).
  5. Slack digest posts at 9am and 4pm with score >= 6 grouped by topic.

Benefits

  • Never miss a competitor launch by more than a few hours.
  • Signal-to-noise beats browsing HN yourself.
  • Runs on free tiers — HN API is public, GPT-4o-mini costs pennies.

Use cases

  • Founders in a fast-moving category (AI tools, dev tools, no-code).
  • PMMs monitoring category trends.
  • Investors watching batches from YC, S24, W25.

Step-by-step guide

Step 1: Load your keyword list

Include product names, category phrases, and 'Show HN' filters for a broad sweep.

Step 2: Fetch and de-dupe

Store item.id in a small table; skip anything seen in the last 7 days.

Step 3: Rank with GPT-4o-mini

Prompt: 'Given this HN title + URL description, rate 0-10 relevance to {my keywords} and write one line on why.'

Step 4: Slack digest formatting

Group by topic; include HN link and score. Keep under 10 items per digest.

Step 5: Tune weekly

Add a thumbs-up/thumbs-down reaction on Slack posts. Weekly, feed those back to refine the ranking prompt.

Example

Digest: '[9/10] Show HN: Semantic search over your inbox (competitor to us) — clean UX, YC S25.'

FAQs

Related resources

Workflows, articles, and tools that pair with this build.