I Stopped Waiting for Product Hunt to Tell Me What's New

The launch-day FOMO that finally got to me

Two months ago, a tiny Markdown-to-slides tool blew up on Hacker News. Beautiful product, dead-simple idea, 2,000 stars overnight. My first thought wasn't "cool tool" — it was "I've been sketching almost exactly this in my notes app since March."

That wasn't the first time. A habit tracker with a weird-but-brilliant streak mechanic. A one-page invoice generator for freelancers. Each time, I discovered them at peak hype — when the comments were already full of "I built a clone of this last year" people. I was one of them. We all were.

The pattern was embarrassing once I saw it: I only ever found new indie tools after they were no longer new. My discovery pipeline was Product Hunt's front page, HN's front page, and Twitter hype cycles — all of which show you things once thousands of people already know. For an indie hacker looking for gaps, inspiration, or partnership ideas, that's arriving at the party during cleanup.

The signal I was ignoring: domain age + traffic

Here's the thing nobody tells you: by the time a tool trends on Product Hunt, its domain is usually months or years old and its traffic curve already looks like a hockey stick. The interesting moment — the moment a brand-new site starts getting real visitors out of nowhere — happens weeks earlier, and it's completely public data. Domain registration dates are public. Traffic estimates are public-ish. Nobody was putting the two together in a way I could browse over coffee.

So I built myself a weekly ritual. It takes about 20 minutes, and it's embarrassingly low-tech.

Step 1: Hunt for surges, not launches

A product "launch" is a marketing event. A traffic surge on a newly-registered domain is a behavior event — real humans, showing up, unprompted. That's the signal I care about now.

Free ways to catch it:

• Google Trends — compare rising queries in your niche over the past 90 days. Laggy, but it shows you what regular people are suddenly searching for.
• GitHub trending + new repos — for dev tools specifically. A repo gaining stars fast with a fresh domain in its README is a lead.
• Niche subreddits — search "I built" or "just launched" in r/SideProject, r/webdev. People announce before they scale, and the comment sections are brutally honest QA.

Step 2: Check how new the domain actually is

This is the step most people skip. A "new tool" on a 4-year-old domain is a rebrand or a pivot — still interesting, but different. A domain registered 3 months ago that's suddenly pulling traffic? That's either a great product, great marketing, or both, and either way there's something to learn.

Any free WHOIS or RDAP lookup gives you the registration date in ten seconds. I've made it a reflex: interesting site → check domain age → decide if it's worth a deeper look.

Step 3: Read the surge like a story

A spike means people showed up. The why is where the learning is:

1. Where did they come from? — Check the site's backlinks or just google site:reddit.com "[domain]". One viral thread explains most spikes.
2. What did the landing page promise? — The Internet Archive's Wayback Machine shows you what the page looked like before the spike. Compare versions; the change that caused the surge is usually visible.
3. What's the monetization? — Pricing page, or lack of one. Free-with-waitlist surges behave very differently from paid-from-day-one surges.

This is the part that leveled up my own building. I stopped asking "what should I build?" and started asking "what just worked for someone, and why?" — which is a much better question.

The shortcut I added last month

Stitching WHOIS lookups, traffic estimates, and trend data together by hand got old fast. Lately I've been starting my coffee ritual on a board called RainbowSea — it ranks newly-registered sites by traffic surge, so instead of tab-hopping I can discover niche websites while they're still climbing and work backwards to the why.

It's become my replacement for the Product Hunt front page: same "what's new" dopamine, but weeks earlier and without the launch-day theater. I still do the Wayback-and-backlink detective work myself — no board replaces that — but the discovery part went from a chore to a habit.

The uncomfortable bit

Most "discover new tools" content is just recycled launch announcements. The builders actually finding gaps aren't waiting for launch day — they're watching for the surge, reading it like a story, and moving while the idea is still fresh. The data is all public. You just have to look earlier than everyone else.

What's the best tool you found before it blew up? I'm collecting stories — drop yours in the comments.

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I write about indie building and web discovery. Find me (and the surge board) at https://rainbowsea.org