Updated October 25, 2026
The LinkedIn Connections Cleanup Checklist
A free, printable checklist for cleaning up your LinkedIn connections by hand: export your list, decide who stays, remove the rest on LinkedIn in small batches, and keep the people who matter.
If you have a few thousand LinkedIn connections, some of them are people you met once at a conference in 2017, some are recruiters who pitched you and vanished, and a few are accounts that no longer exist. None of that is a problem until you try to use your network: the feed fills with strangers, and the list of people you could reach out to is mostly people you can't place.
This checklist is the way to clean that up by hand, for free, in an evening plus ten minutes a day for a week. Print it, work through it, tick the boxes. It's written for people, not for bots: the whole point is that you decide, person by person, and you do the removing yourself on LinkedIn.
The checklist
1. Export your connections
- On LinkedIn: your photo, Settings & Privacy, Data privacy, Get a copy of your data. Choose the option that includes Connections and request the archive. The labels change now and then, so follow (LinkedIn's help on exporting connections).
- Wait about ten minutes, then go back to the same page and refresh. When we tried it, the download button appeared before any email did.
- Open
Connections.csvin a spreadsheet. Delete the note lines above the "First Name" header row first, or the columns will look wrong (what's in each column). - Add three columns: Keep?, Why and Removed on. Sort by Connected On, oldest first.
2. Make the keep list first
- Anyone you've ever exchanged a real message with. Check your LinkedIn inbox before you write anyone off.
- Anyone who has reacted to or commented on your posts. They're the warmest people you have.
- Current and former colleagues, classmates, clients, investors, candidates you placed or interviewed.
- Anyone who fits what you're working on this year: the industry you sell into, the investors you're raising from, the roles you hire for. Quiet doesn't mean useless. Say hi before you say goodbye.
- Anyone you'd recognize and be glad to see at a dinner, even if you haven't talked in years.
- Anyone who wrote you a recommendation or endorsed you. Removing them withdraws it.
- Anyone you connected with in the last year. Too early to judge.
- Write Keep next to all of them now, so you never have to decide twice.
3. Decide who to let go
- Two strikes rule: you can't place them and you've never talked. One strike alone isn't enough.
- Recruiters and sellers whose only message was a pitch, and who you never replied to.
- "LinkedIn Member" rows with no profile link. Those accounts are gone; there's nothing to remove.
- Profiles that look fake: no photo or a stock photo, a vague job, hundreds of mutual strangers, and a pitch in the first message.
- Old connections, quiet for years, with nothing in their role that matters to you now. Open the profile once before deciding. People change jobs.
- Unsure? Leave it. A connection you keep costs nothing. Mark it Maybe and come back next time.
4. Remove them on LinkedIn, by hand
- Open the person's profile on LinkedIn.
- Open the More menu on their profile and choose Remove connection. Confirm. LinkedIn's help article on removing connections has the current steps for desktop and the app.
- According to that same article, the person won't be notified, and any recommendations or endorsements between you are withdrawn and not restored if you reconnect later (checked October 25, 2026). If you value someone's recommendation, keep them.
- Write today's date in Removed on, so you don't go looking for them again.
5. Go slowly: small batches, real pauses
- Do 20 to 30 people a sitting, at most, and stop. Come back tomorrow.
- Spread a big cleanup over a week or two. Thousands of removals in one evening is the pattern automated tools produce, and LinkedIn's User Agreement doesn't allow "bots or other unauthorized automated methods" on its services.
- Don't use browser extensions or scripts that "bulk remove" connections. Doing it by hand is the safe way, and it's also how you notice the person worth keeping.
- Mix it with normal use: read a few posts, answer a message. You're a person cleaning up, not a script.
6. Keep it clean
- Before you accept new invitations, ask: do I know them, or do I want to? If neither, ignore it.
- Put a reminder in your calendar six months from now. Export again, compare, repeat steps 2 to 5 on the new rows only.
- Send one message to someone from your keep list today. The cleanup is only half the job; the people you kept are the point.
Why the keep list comes first
Most cleanup guides start with "who to remove". We start with who stays, for one reason: removing is easy to do and annoying to undo. If you remove someone by mistake there is no undo button; you send a new invitation and wait for them to accept. Deciding your keepers first, in a calm moment, means every removal after that is a person you've already looked at twice.
It also changes what the cleanup is for. The goal isn't a smaller number. It's a network where most names mean something, so that when you need an intro, a customer or a second opinion, you're scrolling through people you can actually write to.
What we don't know (and won't pretend to)
You'll find plenty of posts claiming that cleaning up connections "boosts your reach" or that LinkedIn penalizes big networks. We haven't seen public evidence for either, and LinkedIn doesn't publish how its feed weighs connection count. So this checklist doesn't promise reach. It promises a network you can use, which is the part you control.
We also don't know of a published daily limit for removing connections. The small-batch advice above is caution, not a rule LinkedIn wrote down. If LinkedIn ever asks you to slow down, slow down.
Doing this with a lot of connections?
By hand, steps 2 and 3 take about a minute a person if you're quick. For 3,000 connections that's an entire weekend of deciding. That's the part wait who? can take off your plate: its Clean up tab reads your synced network, sorts the people you could let go of into groups with a reason for each (recruiters and cold pitches, never talked and not your crowd, quiet for years), and keeps anyone you've messaged, noted or who engaged with you out of it automatically. You still open each profile and remove them on LinkedIn yourself. If you'd rather keep everyone and start talking to them, see how to reconnect with old connections or compare the best personal CRMs for LinkedIn.
Questions people ask
Does LinkedIn tell someone when I remove them as a connection?
LinkedIn's Help Center says the person won't be notified when you remove them, and that any recommendations or endorsements between you are withdrawn and not restored if you reconnect (checked October 25, 2026, in the article on removing connections). They may still notice later, for example if they look for you in their own connections list, so remove people you are comfortable not being connected to.
How many LinkedIn connections should I remove?
There is no right number. Remove the people you can't place and have never talked to, keep everyone you have a real reason to keep, and stop when the list feels like your network again. For most people that is a fraction of their connections, not half.
Is there a limit on how many connections I can remove in a day?
We could not find a published limit on removals in LinkedIn's Help Center as of October 2026. We still suggest small batches spread over several days, done by hand, because fast, repetitive clicking is exactly what automated activity looks like, and LinkedIn's User Agreement does not allow bots or automation tools on your account.
Can I undo removing a connection?
Not with an undo button. If you remove someone by mistake, you can send them a new invitation, and they have to accept it again. That is why the checklist starts with a keep list: decide who stays before you remove anyone.
Will removing connections hurt my reach?
We don't know of any public evidence either way, so we won't promise that it helps or hurts. The honest reasons to clean up are practical: your feed shows more posts from people you actually care about, and the list you work from when you reach out is smaller and more yours.
Can wait who? remove connections for me?
No, on purpose. wait who? has a Clean up tab that sorts your connections into groups with reasons (recruiters and cold pitches, never talked and not your crowd, quiet for years) and protects people you've messaged, noted or who engaged with you. You open each profile and remove the connection on LinkedIn yourself.
We'll sort them for you. You still remove them on LinkedIn.
The slow part of this checklist is step 2 and 3: deciding, one person at a time. The Clean up tab in wait who? does that sort from your synced network, with a reason for every group, and keeps anyone you've messaged, noted or who engaged with your posts out of it. Nothing is removed for you. Free look, no card: 7 days with your own network.
Start your free look, no card →