Every time I found a bundle or collaboration opportunity, my first instinct was the same - check the dates, see if they fit, and apply if they did. Audience fit? Commission potential? How much promotion they'd actually require? I'd figure that out later. Or not at all.
The result was saying yes to things that looked fine on the surface and turned out to be hours of work for an audience that had nothing to do with mine. And scrolling past things I dismissed too quickly because I never looked past the deadline.
I was making calendar-first, gut-feel decisions every time with no framework, no scoring, no way of knowing until after the fact whether I'd made the right call.
So I built a tool instead.
The Collaboration Filter is a GPT tool that evaluates any bundle, collaboration, email swap, or summit opportunity in under five minutes. You paste in the URL or the details, tell it what you offer and who you serve, and it scores the opportunity across five areas and gives you a straight verdict.
No FOMO. No date-first panic. Just a score out of 10 and a clear next step.
5 areas. One clear verdict.
✅ Audience alignment - Does the host's audience actually match who you're trying to reach? The tool checks this against your specific business context not just whether the bundle looks relevant on the surface.
✅ Time cost - How many hours will this realistically take, including creating your contribution, writing promo emails, and managing the tech? It scores this honestly so you know what you're actually committing to.
✅ Promotional commitment - What's the minimum promo requirement and is it realistic given your current capacity? One email is very different from three emails plus five social posts plus a live session.
✅ List size requirements - Does the opportunity have a minimum list size? Will you qualify? Is there a paid tier if you don't? It surfaces this early so you don't waste time applying for things you won't get into.
✅ Revenue or commission potential - Is there a tripwire, affiliate commission, or upsell attached? What's the realistic earning potential? If the only value is list growth, it weighs that against the time cost.

✅ Paste in a URL or paste in the details - it does the research for you ✅ Scores the opportunity across 5 areas out of 10
✅ Gives you a straight verdict and one clear action before you decide
✅ Works for bundles, email swaps, summits, podcast collabs, and affiliate partnerships
✅ Instant access - it's a GPT tool, no downloads, no setup
I'm a business and leadership coach with 18 years of public service leadership experience and a Masters in Entrepreneurship. I'm still in my 9-to-5, building this business in real time, and documenting every step. The wins, the mistakes and the systems that actually work when you're juggling everything.
I built this tool because I needed it myself. I was getting collaboration opportunities I didn't know how to evaluate, saying yes to the wrong ones, and wasting time I didn't have. The Collaboration Filter is what I use now to distinguish was is going to grow my business.
My tools are practical, tested on myself first, and designed to get you moving, not overwhelmed.
BCom, MEnt, Prosci® Certified Change Practitioner
Niky, Business & Leadership Coach, BCom, MEnt, Prosci® Certified Change Practitioner
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