Cleaning a target list in an afternoon

You can clean a target list in an afternoon if you stop trying to research every account and start asking one question of each. Is it a fit, and is anything happening there?

That's it. Two questions. Fit is mostly settled in seconds. What's happening takes a few minutes per account. Four hours is enough for a few hundred.

Start with fit, fast

Open the list and remove anything that obviously doesn't belong. Too small to buy a six-figure engagement. Too big to notice you. In an industry you don't serve. Acquired, closed or renamed.

Don't overthink this pass. You're not scoring. You're removing the obvious misses. Most lists carry a lot of them, picked up from old conference scans and bulk imports nobody checked.

If you're unsure about an account, keep it for now. The second pass will sort it.

Your ideal customer profile should make this pass quick. If it doesn't, the profile needs work before the list does.

Then ask what's happening

For each account that survives, spend two or three minutes checking for recent change. You're looking for a reason this account might buy now.

Check for a new leader in the seat you sell to. Check the latest filing or earnings release if they're public. Check their job posts for clusters around the problem you solve. Check the news for funding, acquisitions, restructuring or a big announcement. Check whether anyone you know works there now.

You're not writing anything yet. You're just marking each account live or quiet.

Live means something has changed in the last couple of months that connects to your work. Quiet means it fits, but nothing's moving.

Sort into two lists

At the end of the afternoon you've got two lists.

The working list is short. These are the accounts you'll research properly and write to in the next few weeks. For a single seller it's usually a few dozen at most.

The watch list is long. These accounts fit, but there's no reason to reach out today. You'll check them again in a month or when something changes.

That's the whole output. Not a scored spreadsheet with forty columns. Two lists, one short and one long.

A scenario

Say a sales lead at a small cloud consultancy inherits a list of about two hundred and fifty accounts from a seller who left.

The first hour removes around sixty. Some were acquired, some are tiny, a handful are in industries the firm stopped serving years ago.

The next three hours go to the remaining hundred and ninety. Each gets a quick look at leadership changes, filings, jobs and news. Most are quiet. About twenty-five have something real. A new CTO at one, a cluster of platform engineering roles at another, a quarterly report mentioning a data center exit at a third.

Those twenty-five become the working list. The rest go to watch. By Friday, the lead has written a few dozen openers to the right people at the right accounts.

What to skip

Skip deep research in this pass. The 3x3 is for accounts on the working list, not for all of them.

Skip scoring models. Tiering has its place, but a cleanup afternoon isn't it. Live or quiet is enough.

Skip guilt. Moving an account to watch isn't abandoning it. It's admitting that nothing's happening there yet.

And skip the impulse to email everyone on the old list "just to see." That burns the accounts you'll want later.

A clean list doesn't stay clean. Accounts on the working list go quiet. Accounts on the watch list wake up. A new leader starts, a cost program gets announced, a former champion arrives.

Block another afternoon each quarter. Same two questions. Move accounts in both directions.

The list that gets worked is the list that's short, current and sorted. One afternoon gets you there, and one more afternoon a quarter keeps you there.