| Profile | Match | Link | Company | Title | Country | |
|---|---|---|---|---|---|---|
Marcus Chen | 91% Tenure Milestone Just crossed the 4-year mark in the same role — his historical pattern shows a move soon after. Quiet Signal Updated his LinkedIn headline and photo this week without posting publicly. | Senior Backend Engineer | ||||
Elena Kowalski | 88% Company Instability Her employer announced a restructuring and a second round of layoffs last month. Activity Spike Comment and post activity on design topics tripled in the last two weeks. | Product Designer | ||||
Ryo Tanaka | 90% Title Stagnation Owns two new product lines but has kept the same title for three years. Tenure Milestone Just passed the 3-year mark, matching his usual time-to-move pattern. | Senior Product Manager | ||||
Camille Dubois | 87% Network Movement Three former teammates left her company for competitors in the past quarter. Engagement Spike Posting frequency on marketing topics jumped sharply this month. | Head of Growth Marketing | ||||
Owen Mitchell | 86% Company Instability His company reorganized the sales team and lost its VP of Sales two weeks ago. Quiet Signal Connected with several recruiters this month without any public announcement. | Enterprise Account Executive |

Senior backend engineer who just hit a tenure milestone and quietly refreshed his profile — a classic early signal of a move.
People on the move are professionals showing real signals that they are actively changing jobs or open to a move right now — a recent title change, a tenure milestone at their current employer, instability inside that company, or a sudden spike in profile and networking activity. It is the recruiting parallel of buyer intent data, applied to candidates instead of accounts: instead of guessing who might be interested in a new role, you read behavior. Job-board applicants are already applying everywhere and contested by every recruiter searching the same board. Cold LinkedIn outreach carries no signal at all — a generic message sent to a static list on the off chance someone happens to be looking. Reading movement signals sits in between: it surfaces passive candidates who have not posted an "open to work" banner or applied anywhere, but are quietly showing that a move is coming.
Job boards only surface people who are already applying everywhere, and cold LinkedIn outreach carries no signal at all — both leave you sourcing from the same crowded, contested pool as every other recruiter. Lessie AI reads movement signals live: job changes, tenure milestones, company instability, title stagnation, and activity spikes assembled in real time across 100+ sources. It ranks candidates by signal strength and role fit, then verifies their contact information and drafts outreach that references the specific moment — so you reach a passive candidate right as they start quietly considering a move, not months after they have already applied everywhere else.
The six signal sources Lessie AI reads to find candidates quietly in transition before they apply anywhere
A new title, a new employer, or a lateral move often precedes another move soon after — the clearest early marker that someone is re-evaluating their career.
People tend to look around at predictable points in a role — often the three- to four-year mark — based on their own historical move pattern.
Layoffs, restructuring, leadership churn, or a stalled funding round at someone's current employer make them far more receptive to a well-timed conversation.
Scope growing while a title stays flat — or a promotion that never arrived — is a quiet but reliable sign that someone is open to being approached.
A sudden spike in posting, commenting, or networking activity often shows someone rebuilding visibility ahead of a move, well before they say so publicly.
When peers, former teammates, or a manager leave a company in a cluster, the people who stay behind become measurably more open to hearing about a move.
Four steps from an open role to passive candidates who are quietly ready to talk
Describe the role and the profile you need by skills, seniority, and industry — no rigid filters, just plain English.
An AI agent watches job changes, tenure milestones, company instability, and activity spikes across the open web and professional networks to find candidates in transition right now.
Each candidate comes with the signals behind them and a score, so you work the people who are both a fit and genuinely in transition — not a random list of profiles.
Get a verified contact for each candidate plus AI-personalized outreach that references exactly why now is the moment to talk.
AI-powered tools to find passive candidates in transition and reach them before every other recruiter does
Most sourcing tools show you a static list of applicants or a profile database that barely changes. Lessie AI reads movement signals live — job changes, tenure, company instability, and activity assembled in real time — so you reach candidates while the signal is still fresh.
A movement signal without fit is noise. Lessie AI ranks candidates on both — how strong the signal is and how well they match the role — so your list is who to reach, not just who happens to be active.
A ranked candidate list means nothing without a way to reach them. Lessie AI finds and verifies contact details for every candidate it surfaces — no separate data license, no manual lookups.
The reason someone is on the move is your best opener. Lessie AI drafts personalized outreach that references the actual movement signal, so your message reads like a timely, relevant note instead of cold InMail.
How reading people on the move signals compares to a job-board pool and cold LinkedIn outreach
| Comparison | Job-Board Applicants | Cold LinkedIn | Lessie AI |
|---|---|---|---|
| What You Get | A pool of active applicants everyone else sees too | A cold list with no signal behind it at all | Passive candidates showing a real movement signal ✓ |
| Signal Freshness | Static — a resume posted whenever, updated rarely | None — you are guessing who might be listening | Real-time job-change signals across 100+ sources ✓ |
| Coverage | Only people already applying somewhere | Whoever fits a generic search filter | Job changes, tenure, company instability, activity ✓ |
| Candidate Contacts | Contact info you dig up yourself | Guessed emails and spent InMail credits | 95%+ verified, built in ✓ |
| Outreach | Templated messages, same as every other recruiter | Generic InMail, ignored by most candidates | AI-personalized to the exact movement signal ✓ |
| Cost | Job board postings and contested applicant fees | Cheap but low response, high manual effort | $39.9/mo, self-serve ✓ |
Job-board applicants are already applying everywhere and contested by every recruiter working the same board. Cold LinkedIn outreach has no signal behind it at all — a generic message sent to whoever fits a search filter. Lessie AI reads movement signals live, ranks candidates on signal and fit, then hands you verified contacts and signal-aware outreach — so you reach passive candidates while they are quietly in transition, not after they have already applied everywhere else.
From in-house recruiting teams to staffing agencies — signal-driven sourcing for every hiring motion
Source passive engineers who are quietly in transition instead of resubmitting the same job-board post — reach candidates showing a real movement signal before a competing recruiter does.
Fill client roles faster by working a list of candidates showing real movement signals instead of the same job-board applicants every other agency is also calling.
Skip expensive agency retainers — spot candidates in transition at relevant companies and reach out directly with a timely, specific reason to talk.
Build a proactive talent pipeline ahead of need — track candidates showing movement signals now so you already have a warm list when the role actually opens.
Find people on the move — passive candidates showing job-change and movement signals before they ever apply.
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