A job search that runs inside your own logged-in LinkedIn
Your AI searches live postings in your logged-in browser, matches them to your real CV, and drafts each application. You hit submit.
“Senior backend roles, remote, posted this week. Match them to my CV and draft the strongest one for me to review.”
Senior Backend Engineer
Northwind · remote
Staff Platform Engineer
Lumen Labs · hybrid
Backend Engineer, Payments
Cedar · remote
Greenhouse form filled from your CV · resume attached · screening answers drafted
From one prompt to a reviewed application
Connect the AI you already use, whether ChatGPT, Claude, or Gemini, to your browser. It runs four steps and stops before any application is sent.
- 1
Point your everyday AI at your real browser
Hook ChatGPT, Claude, or Gemini up to Actionbook over MCP. It starts driving the same Chrome you already job-hunt in, with your LinkedIn, Indeed, and Workday logins included.
- 2
Describe the roles you actually want
Spell out the title, location, seniority, and dealbreakers: “senior backend, remote, posted this week, no on-call.” It searches the live boards behind your login, not a stale public crawl.
- 3
It scores each posting against your CV
It opens every promising role, reads the full description, and rates the fit against your real experience. That surfaces recruiter-gated listings a public index never returns.
Keyword search lets noise through; it reads the whole posting.
- 4
It drafts the application, you send it
For the roles you greenlight it fills the Easy Apply or Greenhouse form from your profile, attaches your resume, and stops at submit. Nothing goes out until you review and click.
Your AI drafted your application for “Senior Backend Engineer at Northwind.” Review before it’s submitted.
Full name
Your profile name
you@email.com
Work authorization
US citizen
It drafts the application. You hit submit.
This is where auto-apply bots go wrong: they fire off the same form everywhere and you can’t take it back. Your AI fills the Easy Apply, Greenhouse, Workday, or Lever form from your profile and resume, then stops at submit so you review every application before it’s sent.
- Easy Apply & ATS forms: Drives LinkedIn Easy Apply plus Greenhouse, Workday, Lever, and Ashby, the gated forms a login-less bot can’t reach.
- Filled from your profile: Name, work history, screening questions, and resume upload come straight from your real details, tailored to each role but never fabricated.
- Stops before submit: The default ending is a finished draft and a screenshot, never a sent application. You approve each one.
Built for how people really job-hunt
One workflow, tuned to wherever you are in the search.
Career switchers
Translating one field into another is exhausting. It reframes your CV bullets for each role and surfaces postings that value your transferable experience, not just your last job title.
Senior ICs looking quietly
No résumé-blasting that tips off your current employer. It runs in your own browser, scans on your schedule, and drafts a handful of strong, tailored applications instead of a hundred noisy ones.
New grads
Hundreds of near-identical entry roles, each with its own form. It filters to ones you actually qualify for, drafts the Greenhouse and Workday answers from your profile, and leaves the submit to you.
Logged-in, not indexed
It searches the live boards behind your own login, reaching the recruiter-gated roles a public crawler never returns.
Parents returning to work
Get back into the search without losing your evenings to copy-paste. It does the tedious form-filling across boards and ATS portals; you review each draft and decide what goes out.
Prompts to start your search
Copy a prompt, paste it into your AI, and Actionbook runs it in your own browser session.
Open LinkedIn Jobs in my logged-in browser and search “senior backend engineer, remote US,” filtered to the past week. Read the top 15 postings and give me a table of title, company, salary if shown, and a 1–10 fit score against a Go/Kubernetes IC profile.
Here’s a job description I want to apply to: <paste URL>. Compare it against my resume and rewrite my top 5 bullet points to match the language and priorities in the posting, staying truthful to what I actually did. Then show me the before/after.
On LinkedIn, open my saved “Product Designer” search and find the first 5 Easy Apply roles that only need a resume plus one or two questions. Draft my answers from my profile for each, but stop before submitting so I can review them.
Open this Workday application <paste URL> in my logged-in browser, fill in my contact details, work history, and screening questions from my profile, attach my resume, and pause on the final review screen. Do not submit.
Here’s a posting I really like: <paste URL>. Search LinkedIn and Indeed for 10 similar openings at comparable-stage companies, summarize how each differs, and list the strongest matches with a fit score.
Every Monday, search LinkedIn and Indeed for new “staff platform engineer, remote” roles posted in the last 7 days, skip anything already in my list, score the rest against my CV, and hand me a ranked shortlist to triage.
Frequently asked questions about AI job search agents
What seekers ask before letting an AI near their applications and accounts.