The filter everyone skips

You’ve run the search: LinkedIn narrowed down to the right kind of people - the right roles, the right industries, enough experience to be worth knowing.

But here’s the uncomfortable truth about that list. It’s a list of the right kind of people. It is not a list of the right people.

Put two fractional CFOs side by side. Same title, same sector, same years on the clock - on paper, identical. One thinks in relationships: generous with introductions, genuinely curious about what you do, plays the long game. The other collects contacts like business cards and only ever gets in touch when he wants something. One will become a real node in your network. The other will quietly drain your time. And nothing on their profiles - not the headline, not the job history, not one thing LinkedIn lets you filter on - tells you which is which.

That’s the trouble with credentials: they tell you what someone has done. They can’t tell you how they think. And how they think - their attitude - is the single best predictor of whether they’ll ever become a great connection.

So attitude is the filter that matters most. And it’s the one almost everyone skips.

Not because they don’t know it matters - deep down, everyone does. They skip it because, until recently, there was no way to actually run it. You can eyeball attitude on a handful of profiles if you’ve got a spare afternoon and years of pattern-recognition in your gut. Across two hundred search results? No chance. So people give up, treat the whole list the same, and hope.

Here’s the shift: attitude is now something you can score.

The system reads each person’s profile with AI and scores it - not on their job title, but on the markers of the right mindset. Do they think long-term about relationships? Do they share what they know? Do they talk about other people as warmly as they talk about themselves - or is it all “me”? The things you’d pick up in a good conversation, read straight off the page, for every single person on your list.

Two things make that score yours rather than some generic rating. First, you shape it - you add your own attributes and tune what counts as a green flag and what counts as a red one, because you know your world better than any default ever could. Second, you don’t start from a blank page: from the day you begin, it already carries mine - the attributes I’ve distilled, the hard way, from years of working out who’s worth reaching out to and who isn’t. You inherit the pattern-recognition, then you make it your own.

And once attitude is a number, you can finally use it. Two ways to play it, and both are right.

You can score first, then reach out - run the score across your search results and start at the top, so your very first message goes to the person most likely to become a real connection, not just whoever the search happened to surface first.

Or you can reach out, then let the score tell you where to lean in - message your filtered list, let everyone get scored as they land, and use the score to decide where your real energy goes. The high scorers get your genuine, handcrafted attention; the rest get a lighter touch. You’ve only got so many good minutes in a week - the score makes sure they land on the right people.

Either way, you’ve stopped guessing. That’s the whole of this step: the difference between working a list, and working the right list.

So this week, before you fire off a single message, stop treating your search results as one flat pile of names. Let the score sort them. Then spend your best effort - your real curiosity, your twenty genuine seconds - on the people it tells you are worth it.

Which is exactly where we go next: for the people who make the cut, how do you make that first message land?