The Math Started Mathing

Late January 2026, I had been working Clickworker a lot and was starting to see and understand the variability, the time requirements, what I commonly got disqualified from (and thus not paid for), etc. I started to think about what else I could do – how could I expand this side hustle into something more stable, more consistent, and less reliant on one platform.

As people tend to do now these days, I turned to AI – specifically Google Gemini. I had been poking around in general search stuff and heard about a different platform so I offered Gemini the brief prompt: "Can you tell me about surveys with Prolific?"

Not exactly the kind of inspired prompt that changes the trajectory of anything but it did.

By the time February was over I was running three platforms, earning real income I could add to my retirement accounts, and finally asking questions about money I probably should have been asking for years (the brilliant Gemini prompt I came up with was: "If I sell stock and reinvest in another stock, b (sic) do I have to pay capital gains".)

(For the record, as someone who has spent a long career in the mortgage business, there is a program called a 1031 exchange where the profits from a rental property can be rolled into the purchase of a new rental property without being taxed so my question is not totally crazy!!)

This is how the math started mathing.

A Prolific Side Hustle

Gemini gave me the expected breakdown of bullet points and pros and cons but also referred to Prolific as the "Gold Standard" which was music (money?) to my ears. So I checked it out, filled out the required application info, got excited and then...waited.

Now, I have to say, compared to what I have read, I didn't wait long – it was less than two weeks before I got an invitation to join (there are stories online of months to get approved). But I really was excited to get the invite and so I went right after it.

And Prolific very quickly overtook Clickworker as my number one platform.

Too Much Is Never Enough

But here is the thing about waiting even for just two weeks — it gives you time to think and ask more questions.

So that's what I did – I went back to Gemini. Same basic energy, same eloquence in my prompts: "can you compare connect like Cloud research to prolific". Thankfully Gemini can interpret awful grammar, punctuation, and capitalization and provided some thoughtful and interesting information about "Connect powered by CloudResearch".

February 18th I was in, and, unlike Prolific, there was no waiting room.

Connect has since become a very solid and consistent number two to Prolific.

The Three-Headed Monster

By the third week of February I was running Clickworker, Prolific, and Connect simultaneously. Prolific number one, Connect number two, and Clickworker number three. All open on tabs on my laptop and flipping between them in my free time doing whatever task paid the best for the shortest amount of time.

What I noticed pretty quickly was that Prolific and Connect were eating into my Clickworker time in a way that started to feel intentional rather than accidental. The surveys on Clickworker were taking longer for less money than what I was finding on the other two. So gradually — and then pretty deliberately — Clickworker became mainly a voice task platform for me. When the voice work was there, I worked it. When it wasn't, I was usually somewhere else.

That shift made everything more efficient without me really planning it that way.

Reflections

Looking back, this was the period where the whole thing stopped being an experiment and started being a system. Three platforms with generally defined roles and a pretty clear answer to the question of where the money goes and why.

It did not feel that clean while it was happening but that's usually how turning points work. You don't always know you're in one until you look back.

The numbers tell the rest of the story — and they're worth telling.