Graduate Job Hunt: Roles + Recruiters + Outreach

For a new grad or career-changer running a parallel job search. Multi-source web research for roles + recruiters, ranked by fit, with per-recruiter outreach drafts saved to Drive.

Web Search logoWeb Search
Tavily logoTavily
LinkedIn logoLinkedIn
Gmail logoGmail
Google Drive logoGoogle Drive
THE GRIND

Job hunting is a part-time job

Here's what doing this by hand looks like today — and why it doesn't scale.

Every company uses a different job board — LinkedIn, Greenhouse, Lever, Ashby

Finding the right recruiter takes as long as reading the JD

Personalized outreach at scale is impossible by hand

Composio collapses all of this into one prompt — here's what that looks like.

THE FLOW
8 steps · 5 toolkits

Your agent runs it end-to-end.

  1. 01
    Multi-source search for roles matching your keywords and locations
    composio_search logo
  2. 02
    Supplemental deep search to fill gaps
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  3. 03
    Dedupe by company + title; rank by recency and keyword match
  4. 04
    For the top roles, identify the recruiter on LinkedIn
    linkedin logo
  5. 05
    Read the resume for personalization anchors
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  6. 06
    Draft a personalized outreach message per recruiter — ≤150 words, LinkedIn and email ready
  7. 07
    Save each draft to a Drive folder, organized by company
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  8. 08
    Return a ranked list: company, role, location, recruiter, draft link
THE PAYOFF

A week of job hunt in one session

Roles sourced, recruiters identified, outreach drafted — all saved to a Drive folder ready for your review.

Paste this into Claude, Cursor, or Codex. It'll install the CLI, connect your apps, and run the task — end to end.