Valley vs Artisan for LinkedIn Outbound, Compared Honestly
Valley is a LinkedIn-first outbound tool. Artisan sells a full AI BDR across email and LinkedIn. Here is how invite limits, fit and pricing differ.
What is the difference between Valley and Artisan?
Valley is a LinkedIn-first outbound tool. It finds people, drafts the invite and the follow-up, and runs the sequence from your account. Artisan sells Ava, an AI BDR marketed as doing the whole BDR job across email and LinkedIn, with data and copy generation behind it. One is a channel specialist. The other is a full outbound stack.
That difference shows up on day one. If you are a founder with one LinkedIn profile, 4,000 followers, and a list of 300 people you actually want to talk to, Valley's shape fits that. If you have two reps sending 8,000 emails a month and want LinkedIn as a second touch on the same accounts, Artisan's shape fits that. Buying the wrong shape means paying for a data layer you never query, or paying for LinkedIn depth you do not need.
Which one is actually built for LinkedIn?
Valley, on the basis of what it leads with. Artisan's pitch has always been breadth: Ava works the accounts, writes the sequences, and touches more than one channel. Breadth is a real advantage if email is where your pipeline comes from. It is a cost if LinkedIn is the only place your buyers answer.
LinkedIn punishes volume in a way email does not. LinkedIn's own help pages on invitation limits say connection requests are capped and that accounts sending too many can lose the ability to invite at all. We keep new accounts at 5 to 10 invites a day for the first two weeks and warm accounts at 20 to 25. A tool that treats LinkedIn as one more channel in a multichannel sequence will happily push past that unless someone sets the ceiling by hand.
Ask in the demo where the daily cap lives, whether it is per account or per campaign, and what happens on day one of a brand new profile. If the answer is a single global number applied to every sender, a two-week-old account is going to hit a restriction at 40 invites a day and you will lose the profile for a week.
Before any of them sends a single invite, the profile the prospect clicks is doing half the accepting. If your headline still says "Founder | Building cool things", fix that first with the LinkedIn headline rewriter, because it moves the accept rate more than the copy does.
Who answers the replies?
On most tools in this category, you do. Sending is solved. Ask on both demos what happens when a prospect writes back "we already use Outreach, what makes you different?" Either the tool answers from your positioning and keeps the thread moving, or it marks the thread as replied and sends you a notification.
At 500 invites a month, our benchmarks put 12 to 27 people in that first-reply bucket and another 5 to 12 answering a follow-up. Call it 20 to 30 live conversations. Each one needs two or three real messages plus calendar back and forth, and the ones that convert are usually the ones answered inside a few hours rather than on Thursday afternoon.
Gelee sits on the other side of that line. It answers in your voice, handles objections from a playbook you give it during the 15-minute setup, and books onto your calendar. You can review every message before it goes, or leave it running. There is also a Post Commenters preset that DMs everyone who comments on a post you are watching, then replies publicly once the DM is confirmed sent.
What does "autonomous" actually mean here?
Three different things, and vendors use the same word for all three. Level one is drafting, and you approve every message before it sends. Level two sends on rules you set and stops at anything unexpected. Level three holds the conversation, handles the objection, and books the meeting without you in the thread.
Only level three removes the 20 hours a month. Level two still routes every unexpected reply to a human, and "unexpected" covers most of what a real prospect says. Ask the demo to show a live thread where someone pushed back twice, on price and on an incumbent vendor, and still got a calendar link.
Artisan pushed hard on autonomy with Ava 2.0, and we went through what that claim covers in our review of it. Worth reading before a demo.
How many hours does each one still take from you?
Sending is not where the hours go. At 25 invites a day you will spend maybe 10 minutes approving the queue. The replies are the cost: 20 to 30 conversations a month, each needing two or three thoughtful messages, plus calendar back and forth. That lands around 20 hours a month for one account.
Twenty hours at $50 an hour is $1,000 of somebody's time on top of whatever the tool invoices. If it is the founder doing it and the founder's hour is worth $150, it is $3,000. Run that against the tool price you get quoted and the cheaper subscription frequently loses.
If you already have an SDR whose job is the LinkedIn inbox, that 20 hours is already paid for and already staffed. Buy them the better tool and ignore everything above.
What should LinkedIn outbound actually return?
At 25 invites a day across a 20 day month, 500 invites, our published benchmarks put you at 100 to 150 accepted connections, 12 to 27 replies to the first message, another 5 to 12 off follow-ups, and 15 to 25 booked meetings. That is a 20 to 30% accept rate, a 12 to 18% first-message reply rate, and 3 to 5% of invites ending in a meeting.
| Stage | Our benchmark | At 500 invites a month |
|---|---|---|
| Connection accepted | 20 to 30% | 100 to 150 new connections |
| Reply to first message | 12 to 18% | 12 to 27 conversations |
| Reply to a follow-up | 5 to 8% | 5 to 12 more |
| Meeting booked | 3 to 5% of invites | 15 to 25 meetings |
The meeting line assumes a tight list of people who genuinely match. On a broad list scraped from a job title filter, halve it and expect 8 to 12. If a vendor quotes you 10% of invites turning into meetings, ask for the list size and the ICP definition behind it.
Who should buy Artisan?
A sales team of five or more where email is already the primary channel, someone owns the email inbox, and LinkedIn is a second touch on the same accounts. If your quarter depends on 10,000 sends a month and a data layer to build the lists, a LinkedIn-only tool is not going to cover it.
Artisan is also the right call if you want one vendor for the whole outbound stack rather than a LinkedIn tool plus a data tool plus a sequencer. One contract instead of three means one renewal to negotiate, one invoice to approve, and one integration to keep working when your CRM changes fields.
The trade is depth on the LinkedIn side. A channel that caps you at 25 invites a day, 500 a month, gets a fraction of the product attention that a channel with no ceiling gets.
Who should buy Valley?
A team of two to five who sell on LinkedIn and want to keep their hands on the copy. If your reps like approving every message and the objection handling lives in their heads rather than in a document, a LinkedIn-first sender with AI drafting is the right amount of automation.
That stops working when reply volume outgrows the people. Three accounts at 25 invites a day is 1,500 invites a month, which at our benchmarks is 300 to 450 accepted connections and 36 to 81 first-message replies before follow-ups. Split across two reps, that is 20 to 40 live conversations each, on top of demos and the existing pipeline.
Where is Gelee the wrong choice?
If you want to sign up tonight and send tomorrow, we are wrong. There is no self-serve signup, pricing is shared on a demo call, and setup is a 15-minute session where we take your voice, your ICP and your objection handling. If email is your main channel, we are wrong again. We do LinkedIn and nothing else.
We are also wrong if you already employ two SDRs with spare capacity. Buy them Valley or Artisan and get the sending faster. There are other AI SDR tools worth a demo before you decide.
So which one should you pick?
If LinkedIn is where your buyers answer and you have people to work the inbox, Valley. If email carries your pipeline and you want one vendor across channels, Artisan. If nobody on your team has 20 hours a month for LinkedIn replies, neither of those solves the problem, because both still hand the conversation back to you.
Run the arithmetic before the demo. Five hundred invites a month produces 20 to 30 people who want an answer from a human, and the meetings come from the ones answered the same day.