I built a tool that finds freelance leads across 50+ boards - here's what I learned about why similar tools died

I'm building Scoutance - it watches 50+ freelance job boards and marketplaces, filters out the low-quality and scammy stuff, and gives freelancers and agencies one feed of leads actually worth pitching.

Instead of checking Upwork, Guru, PeoplePerHour and a dozen other sites every day, you get the good ones in one place, scored.

Before writing a line of code, I went looking at what happened to tools that tried this before - because a lot of them died.

Sharing what I found, since it shaped the whole product:

1. Most died because they depended on one platform. When Upwork killed its RSS feeds in 2024, an entire ecosystem of lead tools broke overnight.
   Lesson: breadth across many sources isn't a nice-to-have, it's survival. If one platform can switch you off, you don't have a business.

2. The "dump every lead into a shared Slack" model doesn't work. One tool streamed leads into a shared channel where everyone saw the same lead - which means every lead had hundreds of competitors instantly. And when the free feed shows everything, no one pays. Lesson: private, filtered feeds per user, or it's worthless.

3. No filtering = instant churn. A firehose of unscored leads from 50 sources is overwhelming, not useful. People join, get buried, leave. The filtering is the product. The aggregation is just the input.

4. Freelancer-only pricing at a few dollars a month can't fund the scraping. Keeping 50+ sources alive is real ongoing work. The tools that survive charge agencies more, because that's what pays for staying alive.

So Scoutance is basically the version built to avoid all four: many sources, private scored feeds, quality/scam filtering as the core, and a proper agency tier.

I'm pre-launch and looking for honest feedback - especially from freelancers and agency owners.

What's your actual process for finding new work right now, and where does it break down? Genuinely want to hear where this would or wouldn't help.

Here is the website https://scoutance.com if you want to poke holes in it.