Offerloop
Find real alumni at any company and draft outreach in seconds.
What it can do
- Find Contacts: Find real, verified professionals at a target company who match the user's school, role interests, or career goals. Returns names, titles, LinkedIn URLs, recent career moves, and person
- Get Company Intel: Get a strategic overview of a company for interview prep, recruiter conversations, or deciding where to apply. Returns recent news, recruiting timeline signals, divisions or teams,
- Draft Outreach: Draft a personalized cold email or coffee chat ask to a specific person, grounded in their real career history and the user's relationship to them (alumni, dream company, shared employ
What data it sees
Do you need an account
No: the server works without sign-in
Find real alumni at any company and draft outreach in seconds.
Offerloop turns Claude, ChatGPT, and Cursor into your career networking copilot. Whether you're job-hunting, breaking into a new industry, or building a deliberate network in a target field.
Three tools, one workflow:
Find verified alumni at any company, ranked by warmth (alumni connection, shared employer, dream company match). Returns real names, titles, LinkedIn URLs, and personalization hooks. No hallucinated contacts, no fake emails.
Get firm intel including overview, recent news, recruiting signals, and alumni density at your specific school. Know whether a company is a realistic path before you spend hours preparing.
Draft personalized outreach that references the contact's real career history and your relationship to them (alumni, dream company, shared employer, career path). Built on the same personalization engine used by Offerloop's paying members.
Free to use anonymously with daily limits. Sign up at offerloop.ai to remove caps, sync your outreach to Gmail, and track your networking pipeline.
Server tool list (3)
Raw names from tools/list. Only developers need these.
| find_contacts | Find real, verified professionals at a target company who match the user's school, role interests, or career goals. Returns names, titles, LinkedIn URLs, recent career moves, and personalization hooks (alumni connection, shared employer, dream company). Use this when the user wants to know who to reach out to for networking, informational interviews, coffee chats, or job referrals. |
| get_company_intel | Get a strategic overview of a company for interview prep, recruiter conversations, or deciding where to apply. Returns recent news, recruiting timeline signals, divisions or teams, and (if the user's school is provided) how many alumni from that school work at the company. Use this when the user is researching a firm for an interview, comparing offers, or trying to sound informed in a conversation. |
| draft_outreach | Draft a personalized cold email or coffee chat ask to a specific person, grounded in their real career history and the user's relationship to them (alumni, dream company, shared employer, career path). Returns a complete draft email with subject line and body. Use this when the user has identified someone they want to reach out to and needs a specific email written. |