The Lead Scoring Playbook Spend time on the right leads. Not all of them.
The better your marketing works, the worse the question of who to call becomes. Left alone, your inbox answers it for you, badly. This guide shows how to ration the one thing you cannot scale, and how to check the rule actually pointed your attention the right way.
You already rank your leads. You just do it by mood.
The newest lead gets your evening because it is at the top of the inbox. The loudest gets it because they replied. The one with the impressive name gets it because it feels important. And the person who read six pages, came back three times and is one nudge from buying gets nothing, because nothing about them was loud. A score makes that decision on purpose, then lets you check it against what closed.
None of them is "become data driven".
Interest can arrive at any volume. You can hold a handful of good sales conversations a day. A score moves the hours you have toward the people most likely to repay them.
Even alone there are two of you: the one who builds the nurture emails and the one who takes the calls. A threshold is the definition of good, written down, so you stop arguing with your mood.
A perfect buyer who has done nothing is not ready. A very active person who could never buy is not a lead. One number cannot tell you which you are looking at.
Four visits, the pricing page twice, the download only serious buyers take. Each action alone looks like browsing. Together they cross a line, and you are told.
Every point value is a belief about your market that was never stated. Once it is written down it can be wrong, and once it can be wrong it can be fixed.
Every closed deal and every lost one is evidence for or against the rule. Skip the comparison and the score stays as accurate as your first guess, forever.
A queue for your attention.
Not a grade on a person and not artificial intelligence. A written rule for who gets your time, small enough to explain in a minute, and a habit of checking it against what closed.
Five parts, in order.
Six mechanisms, each a lever you can pull on purpose, and the honest limit: if you can read every lead yourself, you do not need a score yet.
What the score predicts, fit and intent on separate axes, ranking signals by commitment, caps, hard offers, disqualifiers, and how fast behaviour fades.
A small number of signals, a short ladder, a real action before anyone is marketing-qualified, scores with reasons, and a look at the distribution before you trust the line.
The handoff as an agreement with yourself, a way to send a lead back with a reason, the score recorded at every stage change, and the four-box audit.
Before you assign a point, switching it on, and the quarterly audit. Each line is a box you either can or cannot tick.
Nine ways a scoring model becomes a number nobody trusts. All of them are failures of honesty about what the score knows, not failures of mathematics.
What the score predicts. This person is worth a sales conversation with you now, and a meaningful share of people like them become real opportunities. Not engagement. Check it against the people who actually bought.
Page views, opens, visits. Give each a ceiling, and give the whole score one. Without that, a loyal reader outranks someone who asked for a call.
Record what each lead scored when it reached you, and the contributions behind it. It is the only number that tells you whether the model worked.
- You already run a one-person business and your marketing now produces more leads than you can read.
- You want a rule for who gets your evenings, not a sales operation.
- You are willing to check the score against what actually closed.
- You want a method you can explain in a minute, not a formula.
- You can read every lead yourself. The guide says plainly that you do not need a score yet.
- You are still in the stage where every conversation is research.
- You want a ready-made set of point values. The ratios are yours to set from your own sales cycle.
- You expect a score to find buyers for you. It only ranks the interest you already have.
The quiet buyer gets your attention before the loud one who never will.
A score is you writing down, once, what you already know about who buys, so it keeps working on the nights you are tired or busy. Keep it small, keep the reasons visible, keep the score each lead had when it reached you, and check it against what closed.
Luis Gonçalves
Twenty years in digital product development. Led the agile transformation at Nokia. Teaches at Porto Business School. Has spent the last decade working with founders across Saudi Arabia, Portugal, Brazil, and the broader emerging-market startup ecosystem.
He calls himself the Dark Entrepreneur because he believes the founder world is allergic to honesty. No success theater. No highlight reels. Just the real work that has to happen.