Finding the right executive candidate starts before the sourcing begins. It starts with understanding what success actually looks like in the role — which is rarely what the job description says. Here is the methodology that gets you there.
MLB Baseball executive Billy Beane figured out that everyone was measuring the wrong things. Nate Silver figured out that a model is only as honest as the inputs feeding it. In an era of AI-generated LinkedIn profiles, keyword-optimized resumes, and synthetic work histories, those lessons have never mattered more to executive recruiters. Here is what they add up to.
Google blocks Boolean searches that look automated. LinkedIn caps profile views, throttles monthly searches, prohibits browser extensions, and has begun actively enforcing all of it. These are not glitches. They are deliberate platform strategies. Here is what triggers each restriction, what happens when you hit the limits, and how to keep sourcing when the platforms work against you.
You can crush candidate sourcing and do it faster with AI. But no matter what candidate sourcing tools you use, they have blind spots. AI indiscriminately discriminates. So to excel at sourcing, talent acquisition must meet the moment and provide AI guardrails.
Every recruiter uses LinkedIn. Almost none use the government databases that investigative reporters have relied on for decades. FEC.gov is the one most recruiters have heard of. It is far from the only one — and some of the most valuable sources are disappearing.
