NLFactory

I stopped researching three topics manually. One email now does it.

Every week I spent 90 minutes hunting the same information across five different websites. Then I automated it. Here's what changed.

I stopped researching three topics manually. One email now does it.

Every Monday morning, I'd open my laptop and do the same thing: search for new developments in three topics I track for my freelance work. One search on this site, another on that newsletter archive, a third in a Slack community I'm part of. Ninety minutes, minimum. Sometimes longer if the information was scattered or outdated. I did this every single week without question. It was just part of the job.

Then I realized I was wasting roughly 390 hours a year on the same three Google searches.

The math on repetitive research is brutal

Let me be concrete about what I was doing. I follow developments in three specific areas: emerging AI tools for content creators, changes to freelance tax law, and trends in my local real estate market. None of these topics are niche enough to have a single authoritative source. They're scattered. So every Monday I'd:

  • Check three AI news sites for tool updates
  • Search two tax blogs for new guidance
  • Scan local real estate forums and county records

The work itself wasn't hard. The problem was the repetition. Same sites. Same searches. Same tabs open. Week after week after week.

I wasn't learning anything new by doing the research the same way. I was just burning time.

What changed when I stopped doing it manually

I set up custom newsletters for each topic. I told the system what to pull, where to look, and how often to send it. Now every Monday morning, before my coffee gets cold, three emails land in my inbox with exactly what I need. The information is already curated. Already formatted. Already waiting.

I don't think about it anymore. I don't hunt. I don't click between five tabs. The work is done when I wake up.

The time I got back is the part that actually matters. Ninety minutes a week sounds small until you do the math. That's not just Monday mornings anymore. That's an extra 390 hours a year I can spend on actual client work, on learning things that matter, on not staring at a screen doing the same task for the hundredth time.

Letting NLFactory do the hunting

NLFactory lets you build a newsletter that pulls information from the sources you actually use, no manual hunting required. You set it once, and it runs. For freelancers and solo professionals who track the same topics every week, that's not a convenience. That's your time back.

Quick answers

How much time was being wasted on manual research each year?

The author was spending roughly 90 minutes every Monday morning researching three topics across multiple sites and sources. That added up to approximately 390 hours per year doing the same repetitive searches and clicking between tabs without learning anything new from the process.

What three topics did you research manually every week?

I tracked emerging AI tools for content creators, changes to freelance tax law, and trends in my local real estate market. None had a single authoritative source, so the information was scattered across multiple sites, newsletters, tax blogs, forums, and county records.

How did custom newsletters solve the manual research problem?

I set up custom newsletters for each topic that automatically pull information from my preferred sources and send curated, formatted results to my inbox every Monday morning. This eliminated the need to hunt across multiple sites and tabs, freeing up 90 minutes weekly for actual client work and meaningful learning.

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I stopped researching three topics manually. One email now does it.

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