A LinkedIn SDR agent
that builds the list and drafts the message, a rep sends
A good SDR on LinkedIn spends most of a day on list building, and drafting the first two messages of a sequence. That is work with a clear rule, before a person needs to actually press send. We build an agent that does the list building, and drafts the personalized first two touches for a rep to approve and send. It hands a live conversation to a rep the moment someone replies.
Where a rep’s day actually goes
A sales development rep on LinkedIn spends a meaningful share of the working day on two tasks that do not need a rep’s judgment. One is building a list of people who match the ideal customer profile. The other is writing a connection note or opening message personalized enough to get a reply instead of an ignore. Both follow a rule: the ICP criteria, the message structure. But doing them by hand for fifty or a hundred prospects a day is slow, and a generic template kills reply rates.
The deeper cost is inconsistency. One rep writes a sharp opening line referencing a prospect’s recent post. Another, busy that week, sends the same three lines to everyone. Pipeline volume ends up depending on which rep had time that day, not on how many good-fit prospects exist.
LinkedIn’s own daily limits on connections and messages add a second constraint. That’s easy to get wrong by hand. A rep working fast to hit a number can push past a safe daily volume without noticing. That risks a restriction on an account that took years to build its network.
What moves to the agent
The agent builds a prospect list against your ICP: title, industry, company size, and any signal you define, like a recent funding round or a job change. It drafts a connection note and opening message for each prospect, using their actual profile content, not a merge-field template. Each draft lands in a review queue, inside your account’s own daily limits. Your rep reads it, edits it if needed, and presses send. Every connection and message that goes out under your name was a person’s decision to send, not the agent’s.
The moment a prospect replies, the conversation routes to a rep’s inbox, with the full thread and the context that generated the opening message. The rep picks up a warm conversation, instead of starting cold. Every connection, message and reply gets written to your CRM automatically. Pipeline reporting does not depend on a rep remembering to log it.
For teams running several reps, each rep’s own LinkedIn account runs its own instance, with its own queue and daily cap. A shared dashboard shows volume and reply rate per rep, without pooling the accounts into one feed. Both LinkedIn’s terms and account safety require that.
What the rep still owns
Defining the ICP, writing and approving the message sequence, pressing send on every connection and message, and every conversation past the opening message stay with your reps. The agent prepares the list and the draft. A person decides what goes out, has the actual sales conversation, negotiates, and closes.
What keeps an account safe
Nothing sends without a rep’s review. Every draft waits in a queue, inside LinkedIn’s own daily limits, until a person approves it. Every message sent is logged against the sequence step and the prospect data behind it, so a rep can see exactly why a prospect got a given message. A kill switch empties every rep’s queue in one message. A dry-run mode lets you review a full day’s planned drafts, before any rep sends one.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $2,500 + support plan | One LinkedIn account, ICP list build, personalized sequence, CRM write-back | 3 to 5 weeks |
| Full control, handover-ready | from $3,500 | Source code, prompts and CRM mapping handed to your team, multi-seat setup | 3 to 5 weeks |
Related
See the full package breakdown on the AI agents service page and the routine takeover service, if outbound is one of several processes you want off your plate. Pair it with the email outbound SDR agent for a second channel on the same ICP. Or add the B2B account research agent to feed both with better-qualified accounts. For the automated side of inbox handling once replies come in, see inbox triage for sales teams. Real build: a 13-script B2B outreach playbook is detailed in the B2B certification sales agent case study. The multi-channel version of this same playbook pattern is in the seven-channel AI sales agent case study.
Ready to see what a working LinkedIn sequence looks like for your ICP? Get in touch and we will map it in the first call.
FAQ
How much does a LinkedIn SDR agent cost?
From $2,500 for list building, personalized opening sequences and CRM write-back on one LinkedIn account, live in 3 to 5 weeks. A multi-seat version across several reps' accounts usually starts at $5,500.
How long does it take to go live?
3 to 5 weeks. A week to agree the ICP and message sequence. Two to three weeks to build and test against your LinkedIn account's actual limits. A few days of a dry run before real sends.
Which tools does it connect to?
LinkedIn, through your own account rather than a scraping proxy. Your CRM: HubSpot, amoCRM, Pipedrive or a Google Sheet, whichever you run. Replies route to Telegram or email, your choice.
What if a draft is off?
Every draft is generated from an approved sequence and a prospect's actual profile data, not free text. A rep reads the full draft, and sends it only once it is right. Nothing goes out under your name without that review.
Is this safe for my LinkedIn account?
Your rep does the connecting and messaging from their own account, by their own hand. The agent only prepares lists and drafts, within LinkedIn's own daily limits. We do not use scraping shortcuts or unofficial APIs that could put an account at risk.