How to rank signals for your offer

There's a default order to buying signals, and it's a good one. But your offer should bend it.

A firm that sells cybersecurity assessments and a firm that sells ERP implementations shouldn't chase the same events with the same urgency. The signal that means "buy now" for one means "not yet" for the other.

Start with the default

The general ranking runs from strongest to weakest. An RFP or vendor search. A new leader in the buying seat. Business pressure from filings and news. Hiring for the problem you solve. Engagement with you. Engagement with a competitor. Funding and deals. Tech stack. Topic. Influencer engagement.

That order holds up across most services firms, and the buying signals guide explains why. It's built on how close each signal sits to a decision and a budget.

But it's a starting point, not a rule. The right ranking for your firm depends on three things. Who buys your work, what triggers the need and how long the need lasts.

Who buys your work

If one seat buys most of your engagements, a new leader in that seat jumps to the top of your list. A data consultancy that sells mostly to chief data officers should treat a new CDO as close to an RFP. A firm that sells to CFOs should watch finance leadership changes harder than anyone.

If your buyer varies from deal to deal, the new leader signal still matters, but it spreads thinner. You'll lean more on business pressure and hiring, which point at a problem regardless of who owns it.

What triggers the need

Some offers are triggered by events. A merger creates integration work. A breach creates security work. A new regulation creates compliance work. For these offers, the specific event outranks almost everything else, and you should watch for it by name.

Other offers are triggered by slow pressure. Margin squeeze, aging systems, a team that can't ship. For these, business pressure language in filings and hiring patterns carry more weight, since the need builds over quarters instead of arriving in a day.

Ask yourself what was true at your last ten clients in the months before they signed. That list is your real trigger set.

How long the need lasts

A need that's urgent and short, like a post-breach assessment, rewards speed. Your signals need to be fresh, and a signal that's a month old might already be stale.

A need that's slow and long, like a platform migration, gives you more time. A job post from two months ago can still point at a live project. You can afford to let those signals age a little longer before you discount them.

Every signal loses weight with age. A sensible default is to halve a signal's weight every couple of weeks, but treat that as an assumption you tune, not a law. Adjust it to how fast your buyers move.

A scenario

Say you run a firm that does Salesforce implementations for mid-market professional services companies. Your engagements run $150K to $400K, and the buyer is usually a COO or a head of operations.

For you, a new COO is near the top. Hiring for a Salesforce admin or a revenue operations lead is a strong signal, since it means they've committed to the platform and need help. A job post naming a different CRM is a tech stack signal that might mean "migration coming" or might mean "not your buyer," and it needs a second signal to be worth acting on.

Funding matters less to you. Professional services firms rarely raise venture rounds. But an acquisition matters more, since two firms with two CRMs is your exact project.

Your ranking might put a new COO first, then an acquisition, then hiring for your platform, then an RFP. That's different from the default, and it should be.

Write it down and test it

Put your ranking on one page. Next to each signal, write why it matters for your offer and how long you think it stays fresh.

Then check it against what happens. When you win a deal, look back at which signals were present at the start. When an account you ranked high goes nowhere, ask which signal misled you.

Stacking still beats any single signal. Three moderate signals at one account in the same weeks will usually beat one strong signal alone. I covered why in signal stacking.

Rank the signals around what you sell, and you'll spend your week on accounts that are about to buy from you, not from someone else.