What does the LinkedIn automation agent do?

It automates LinkedIn research and lead-gen work: it pulls public profile, post, and job data, enriches it with live web research, and turns it into enriched lead lists, prospect and competitor monitors, job trackers, content briefs, and inbound lead briefs. It delivers the output to Google Sheets and Google Docs.

Can it auto-connect, message, or post for me?

No. It works only with public data and never logs into a LinkedIn account, so it cannot send connection requests, DMs, likes, or posts, because that requires account login and risks a ban. It can draft posts and a posting schedule for you, but you publish them yourself.

What can it actually automate?

The research and monitoring workflows. It can run prospect and competitor monitors, job trackers, and recurring lead enrichment on a schedule, and it can research every inbound lead automatically the moment one arrives, delivering a brief without you lifting a finger.

Which integrations does it use?

Apify for the public LinkedIn scrapers (profiles, posts, jobs), Parallel for live web search and enrichment, Google Sheets for living lead lists and trackers, and Google Docs for briefs and post drafts.

Can it monitor competitors or track job postings?

Yes. It baselines the people, companies, or job searches you choose, then on each scheduled run it surfaces only what is new, a fresh post, a job change, or a new listing, and keeps one tracker in Google Sheets up to date so nothing is counted twice.

Can it scrape LinkedIn company pages into Google Sheets?

Yes. Give it one company page or a list and it pulls the public company data, headcount range, industry, location, recent posts, and related news, and writes one row per company to a Google Sheet you choose. Run it on a schedule to keep the sheet current.

Can it extract data from a LinkedIn profile?

Yes. Paste a profile URL and it returns title, company, tenure, location, skills, and recent activity as structured fields, with an optional summary. It reads public information only and writes the result to your CRM, a sheet, or back to chat.

LinkedIn Agent

Automate LinkedIn research and lead gen with a LinkedIn automation agent

Name: LinkedIn Agent
Author: Gumloop

The LinkedIn automation agent pulls public LinkedIn data, enriches it with live web research, and turns it into enriched lead lists, prospect monitors, job trackers, and post drafts in Google Sheets and Google Docs.

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Make it yours

Start with a working agent, then shape it to your team

The LinkedIn Agent comes set up with these apps, instructions, and prompts. Change any of them once it's in your workspace.

Apps it connects to

Apify
Parallel
Google Sheets
Google Docs

Instructions it follows

Pull real data firstAlways fetch the actual profile, posts, or jobs before recommending anything, and never guess a profile URL, company, or email.
Enrich to make it currentLayer live web research on top of LinkedIn data, recent news, funding, and activity, so outreach is personal and timed to a real signal.
Offer to automateAfter a successful run, offer to put monitors, job trackers, and inbound research on a recurring schedule so they keep themselves current.

Try asking

I have a list of people I want to research on LinkedIn. Can you enrich them with backgrounds, emails, and icebreakers?
Watch these LinkedIn profiles and alert me when they post or change jobs.
Monitor LinkedIn for new [role] jobs at [companies] and send me a weekly digest.
Find top-performing LinkedIn posts about [topic] and draft some post ideas for me.
A new lead just came in. Pull their LinkedIn profile and company background so I'm prepared.

Stop copying LinkedIn profiles into spreadsheets by hand

The agent pulls the data, enriches it with live web research, and delivers lead lists, monitors, and drafts to the tools you already use.

Without Gumloop

With Gumloop

Without vs. With Gumloop

Researching a lead means opening their LinkedIn, copying their role and background into a spreadsheet, and repeating it for every name on the list.

The agent pulls each profile, captures the role, tenure, background, and email, and hands back a clean enriched lead list, no copy and paste.

You have no time to research every prospect, so outreach goes out generic and gets ignored.

It enriches each lead with live web research, recent company news, funding, and the person's recent activity, then drafts a personalized icebreaker tied to your angle.

You find out a prospect changed jobs or posted something relevant days later, after the moment to reach out has passed.

It watches the people and companies you choose and surfaces only what is new, a job change or a fresh post, with a note on why it matters.

Tracking new job openings or what competitors are posting is a manual chore that goes stale the moment you stop checking.

It runs job and content monitors on a schedule, dedupes against what it has already seen, and keeps one living tracker in Google Sheets up to date.

What is the LinkedIn Agent?

The Gumloop LinkedIn automation agent automates the research, lead-gen, and monitoring work around LinkedIn that normally eats your week. It pulls public LinkedIn data, enriches it with live web research, and turns it into the output you actually need: an enriched lead list, a prospect monitor, a job tracker, a content brief, or a one-page lead brief. You describe the goal and it runs the right workflow end to end.

It is built around five playbooks. It enriches raw lists of people or companies into outreach-ready leads with backgrounds, emails, and icebreakers. It watches prospects and competitors and alerts you when they post or change jobs. It tracks new job openings for the roles and companies you care about. It studies high-performing posts in your niche and drafts new ones in your voice. And it can research every inbound lead automatically the moment it arrives.

It works only with public data and never logs into a LinkedIn account, so there are no connection requests, messages, or posts sent on your behalf and no risk to your account. Instead it builds durable output in the tools you already use: living trackers and lead lists in Google Sheets, and briefs and post drafts in Google Docs, with recurring monitors you can put on a schedule.

What you can do with the LinkedIn Agent

Workflows the agent handles out of the box.

Lead enrichment engine

Turns a raw list of people or companies into outreach-ready leads with title, company, email, a background summary, a recent signal, and a personalized icebreaker.

Prospect and competitor monitor

Watches the profiles and companies you choose and alerts you only when something new happens, a fresh post or a job change, with a note on why it matters.

Job market tracker

Monitors new job postings for the roles, companies, and locations you care about, dedupes against what it has seen, and keeps a running list on a schedule.

Content research and drafting

Finds high-performing posts in your niche, analyzes the hooks and formats that drive engagement, and drafts new posts in your voice in a Google Doc.

Inbound lead briefs

Produces a one-page brief on any new lead, who they are, their company, likely priorities, and conversation starters, and can run automatically as leads arrive.

How to use the LinkedIn Agent

Get from landing page to live agent in a few clicks.

1
Click "Use this agent"
A preconfigured agent is created in your Gumloop workspace with LinkedIn scraping, web research, Google Sheets, and Google Docs connected and the five playbooks loaded into its instructions.
2
Describe your goal
Tell it what you want, enrich a list, watch some prospects, track jobs, or research content, or pick from its menu. It collects the specific inputs it needs before running anything.
3
Get output and automate it
It pulls the data, enriches it with live web research, and delivers a Google Sheet or Doc. For monitors and trackers, it offers to run on a recurring schedule.

LinkedIn Agent use cases

Real workflows teams run with this agent.

Enrich a lead list for outreach

Hand it a list of names, companies, or profile URLs and get back enriched leads with emails, backgrounds, recent signals, and icebreakers tied to what you sell.

Monitor prospects and competitors

Watch a set of people and companies and get alerted when they post or change jobs, so you reach out in the moment instead of finding out days late.

Track new job openings

Follow new postings for specific roles and companies on a schedule, with each genuinely new listing added to one tracker you can act on.

Research content and draft posts

Study what is working in your niche, then get post ideas and full drafts written in your voice in a Google Doc, ready for you to edit and publish.

Scrape LinkedIn company pages into Google Sheets

Give it a list of company page URLs and get headcount, industry, location, recent posts, and news written to a sheet, one row per company.

Extract data from a LinkedIn profile

Paste a profile URL and get title, company, tenure, skills, and recent activity as structured fields, ready for your CRM or a spreadsheet.

Turn an article into five LinkedIn posts

Share a link and get five post drafts with different hooks and formats in your voice, saved to a Google Doc for editing.

Write a cold-call script from a LinkedIn URL

Hand it a prospect's profile and get a call script grounded in their role, recent posts, and company news, delivered as a Google Doc.

Why use Gumloop for the LinkedIn Agent

Real data, not guesses

Every lead and brief is built from the actual profile and live web research, and it leaves a field blank rather than inventing an email or a fact.

No login, no ban risk

It only reads public data and never signs into a LinkedIn account, so there is nothing automated against your profile and no risk of a ban.

Output in your own tools

Lead lists and trackers land in Google Sheets and briefs and drafts in Google Docs, so the work is durable and easy to edit and share, not stuck in chat.

Automate it on a schedule

Monitors, job trackers, and inbound research can run on a recurring schedule or trigger, so the tracking keeps itself current without you checking.

Automate LinkedIn research and lead gen with a LinkedIn automation agent

Trusted by leading teams