Aggregators ingest on their own schedule, so a role can sit on a career page for days before it appears where most recruiters are looking. Watching the source directly is the difference between calling on day one and day five.
Where postings appear first
Most companies publish to a public board on whichever applicant tracking system they run. Learning the URL patterns for the systems common in your niche is most of the work.
| System | Public board pattern | Notes |
|---|---|---|
| Greenhouse | boards.greenhouse.io/company | Common among funded technology companies. Boards are public and consistently structured. |
| Lever | jobs.lever.co/company | Similar profile to Greenhouse. Postings usually appear here before aggregators pick them up. |
| Ashby | jobs.ashbyhq.com/company | Newer, increasingly common at growth-stage companies. |
| Workday | company.wd1.myworkdayjobs.com | Enterprise. High volume, and postings often stay live long after a role is effectively filled. |
| SmartRecruiters, iCIMS, Workable | various | Mid-market and enterprise. Each has its own public board URL pattern worth learning for your niche. |
Reading the board
Several roles in one team
The strongest pattern on any board. One opening might be a backfill; four in the same function is a plan, a budget and a manager who is already behind.
A role reposted
A posting that disappears and returns has usually failed to fill through existing channels. That is the most receptive moment an agency gets.
Seniority mix
A senior role posted alongside two junior ones suggests a team being built rather than a gap being covered.
Time on the board
A role live for six weeks is a role their process is not solving. Sorting by age finds the frustrated hiring managers.
First-ever posting for a function
A company hiring its first salesperson or first data engineer has no established process for it, and usually no preferred supplier.
What goes wrong
Aggregator lag
Job boards ingest from other sources on their own schedule. By the time a role appears on a large aggregator, it may have been on the company board for days.
Duplicates
The same role appears under multiple boards, with different titles and sometimes different locations. Counting them as separate signals inflates a company’s apparent hiring.
Stale postings
Especially on enterprise systems, roles stay live well past the point they are filled. Pitching a closed role wastes the one message you had.
Ghost postings
Some companies advertise continuously to build a pipeline rather than to fill anything. Repeated identical postings with no hiring pattern behind them are a tell.
Agency-posted roles
Some of what looks like a direct company posting is another agency advertising the same role. Recognising those saves you from pitching a competitor’s client.
Automated
Autopilot ON
Outreach starts as new hiring managers are discovered.
| Hiring manager | Title | Signal | Score | |
|---|---|---|---|---|
DWDana WhitfieldMeridian Data | VP of Engineering | Hiring detected · 7 days | 🔥🔥🔥 | Reveal |
MOMarcus OyelaranNorthwind Robotics | IT Director | Hiring detected · 7 days | 🔥🔥🔥 | Reveal |
PRPriya RamanClearview Health | Director of Nursing | Hiring detected · 7 days | 🔥🔥🔥 | Reveal |
TATom AldermanCalder Manufacturing | Plant Operations Lead | Hiring detected · 7 days | 🔥🔥🔥 | Reveal |
SLSofia LindqvistApex Logistics | VP of Supply Chain | Hiring detected · 7 days | 🔥🔥🔥 | Reveal |
Postings resolved to the person who owns the hire. Sample data.
Questions
Career pages and the ATS boards behind them, wherever you can. That is where a role appears first, before syndication to aggregators. Aggregators are useful for breadth across a market you cannot enumerate, but you are seeing the posting later and alongside everyone else.
For a signal whose value decays in days, daily is the floor and hourly is meaningfully better. This is also the argument for automating it: checking a hundred career pages by hand is a job nobody keeps doing past the second week.
Technically it is achievable, and plenty of recruiters have built something. The maintenance is the part people underestimate: boards change markup, add rate limits, and each ATS needs its own handling. It is a real project rather than an afternoon, and it breaks quietly.
Weight recency heavily, treat anything past about a month with suspicion on enterprise systems, and check whether the role has been reposted rather than left running. If in doubt, ask in the first line rather than assuming — "is this still open?" is a reasonable opener and often gets an honest answer.
Several roles opening in one team at once. It indicates budget, a plan, and a manager who is about to be measured on filling them — and unlike a single posting, it is very unlikely to be a routine backfill.
Related: funding rounds as a hiring signal · job board prospecting · the BD guide
Postings in your niche the hour they appear, resolved to the decision-maker, with outreach ready to run.
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