For builders picking their next SaaS bet

See what developers are building before it's a search trend.

AI Trend Hunter reads GitHub repos, Hacker News threads, and RSS feeds -- where new ideas show up in code and conversation first -- and turns that public signal into scored, actionable opportunity briefs.

3 public sources7 days free trial39 EUR/month after, cancel before the first charge
See a real exampleStart 7-day trial
Real product view

What the dashboard actually looks like.

AI Trend Hunter dashboard showing the best opportunity this week and ranked trend shortlists

Dashboard snapshot captured on 4 August 2026.

Real example, not a mockup

One opportunity brief straight from the product.

Detected on July 31, 2026 from real public activity. Not a live number — a dated capture so you can see the actual shape of a brief before you pay for one.

88/100
Opportunity score

Llmgateway

AI infra · detected July 31, 2026

Route, manage, and analyze LLM requests across multiple providers with a unified API interface.

88
29
33.2
  • Possible customer: Product and engineering teams who want AI in their product without building the infrastructure themselves
  • Problem: Adopting AI capabilities without spending months building the infrastructure in-house
  • Possible MVP: A focused monitoring dashboard for LLM gateway usage
  • Main risk: Single-source signal so far — worth validating with additional data before investing
theopenco/llmgateway · 1,486 stars · 54 open issues
View source
How it works

From public signal to a decision, in five steps.

STEP 01

Collect public signals

We continuously read GitHub repos, Hacker News threads, and RSS feeds -- the public places builders talk before anything trends.

STEP 02

Filter out the noise

Spam, unrelated activity, and low-signal mentions get filtered before anything reaches scoring.

STEP 03

Group related signals

Mentions of the same underlying idea across sources are grouped into a single trend instead of scattered data points.

STEP 04

Score momentum, opportunity, and saturation

Each trend gets three numbers, so comparing ideas is a glance instead of a judgment call.

STEP 05

Turn it into an actionable brief

The strongest trends become a short brief: who it's for, why now, and where the gap is.

What you get today

Built and working right now.

Available today

  • Opportunities dashboard, ranked by score
  • Prioritized, sortable trend list
  • Signal sources: GitHub, Hacker News, and RSS
  • Actionable briefs: ICP, competition, MVP, monetization, and risks
  • Momentum, opportunity, and saturation scoring

Coming soon

  • Alerts -- coming soon
  • PDF export -- coming soon
  • Watchlists -- coming soon
  • Automated reports -- coming soon
  • Integrations -- coming soon
FAQ

Before you start the trial.

Am I charged today?

No. Your first charge happens when the 7-day trial ends, unless you cancel before then.

Do I need to enter a card?

Yes. Stripe asks for a card when you start checkout, even during the trial, but you're not charged until the trial ends.

Can I cancel during the trial?

Yes, through the billing portal, before the first charge.

What sources does it analyze?

GitHub, Hacker News, and selected RSS feeds.

What happens if I cancel?

If you cancel during the trial, you're not charged anything and lose access when the trial ends. If you cancel after the first charge, you keep access until the end of the period you already paid for, and the subscription won't renew.

Is this investment advice?

No. It's a research and decision-support tool.

Ready?

Start your 7-day trial.