Find companies that may need recruitment support
Most hiring signals are possible opportunity, not proof that a company wants agency help. This guide shows how to combine public signals — volume, repetition, velocity, specialist roles, expansion, and announcements — into a shorter, more defensible target list.
A weekly process for agency BD
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Define what “needs support” means for your agency
Start with a tight brief. Otherwise you will end up treating general hiring activity as your kind of recruitment problem.
Write down:
- Role families, such as Sales, Embedded, or Nursing
- Seniority bands, such as IC3–IC6
- Locations or time zones you can cover
- Deal-breakers, such as sector, clearance, on-site only, contract, or perm
- Your difficult-role markers, such as rare tech stacks, niche certifications, or language requirements
This becomes your filter. Not a hunch.
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Build a public-source list, starting with career pages
Use sources you can explain and check again later.
Recommended order:
- The company’s career page, usually the clearest source for open roles
- Job boards the company uses consistently
- The company press room or news page for hiring-related announcements
Add a note beside each source: what it can tell you, and what it cannot. A job board repost, for example, may not mean a new search has opened.
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Track hiring volume, but do not confuse size with pain
Hiring volume can be useful, especially when it changes quickly.
Look for:
- Total open roles today compared with last week or last month
- Roles open across several functions, not one team only
- A sudden spike after a quiet period
Caveat: a company with high volume may also have a strong internal TA team and a stable hiring process. Use volume to prioritise. Do not use it as proof.
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Watch for repeated vacancies and reopened roles
Repetition often tells you more than the raw number of jobs.
Signals:
- The same role appears, disappears, then returns
- The same title is posted across quarters, or kept live for long periods
- Near-identical descriptions come back with new posting dates
Read this carefully. It may point to hiring friction: a hard-to-fill role, offer drop-off, or churn. It may also be an evergreen role. Look for a second signal before you assume support is needed.
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Measure hiring velocity
Velocity is the rate of change.
Track:
- Net new roles each week
- How often listings change, including descriptions, locations, and requirements
- Burst hiring, where several roles appear in a short period
A fast-moving careers page can point to deadlines and active hiring plans. It still does not prove the company uses agencies. It can, however, move the account up your list.
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Flag specialist roles that fit external search
Some roles are more likely to be worth an agency conversation because sourcing is harder or time is tighter.
Examples, adjusted to your niche:
- Niche engineering stacks, security clearance, or medical sub-specialisms
- First hires, such as first AE in a region, first HRBP, or first data scientist
- Senior leadership roles where mapping and discretion matter
Caveat: some companies will still fill these through referrals or direct sourcing. Treat the signal as higher potential value, not confirmed demand.
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Spot geographic expansion and new teams
Expansion adds recruiting complexity: new managers, new locations, and unfamiliar talent pools.
Signals:
- Roles added in a new city or country
- Several hires in a location that was not listed before
- A new function appears, such as Customer Success
- Team build-out language, such as “Founding” or “0→1”
Expansion can raise the chance that a company needs extra capacity or market knowledge. It is still possible opportunity, not proof.
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Identify persistent vacancies
Persistence is one of the cleaner public indicators of hiring difficulty.
Check whether:
- A role stays open for 30–90+ days
- The role remains while other roles come and go
- The description keeps changing, with looser requirements or broader locations
If you only operationalise one signal, start with persistence. Then validate it with another signal, such as expansion, volume, or specialist requirements.
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Monitor announcements that may change hiring plans
Job postings rarely appear in isolation. Public announcements can explain why hiring is starting, stopping, or shifting.
Watch for:
- Funding, acquisitions, or new product lines
- New site openings, partnerships, or major customer wins
- Leadership changes that may reshape teams
Use announcements to time outreach. Keep it factual: “Saw you’re opening Y” or “Noticed hiring is ramping in X.”
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Combine signals into a simple score
One signal is usually weak. A cluster is more useful.
Example scoring:
- +2 persistent vacancy, open for 30–90+ days
- +2 specialist or difficult role match
- +1 hiring volume increase week over week
- +1 repeated or reopened role
- +1 geographic expansion indicator
- +1 relevant announcement
Then define actions:
- 0–2: monitor only
- 3–4: light-touch outreach with one useful observation and one question
- 5+: prioritised approach with a narrow, tailored angle
Important: the score shows possible opportunity. It does not prove budget, agency appetite, or an open mandate.
Use the signals without claiming “agency demand”
Why no single signal proves external recruitment need
Public hiring activity shows what is posted. It does not show how the company plans to fill the role.
A company can have:
- 50 open roles and a well-resourced internal TA team.
- A persistent vacancy and no interest in agency support.
- A hiring spike already covered by referrals, internal mobility, or an RPO.
Use signals for prioritisation, not prediction.
What good looks like: signal clusters
Look for combinations that suggest capacity pressure or sourcing difficulty.
Common clusters:
- Persistent vacancy + specialist requirements → possible hard-to-fill role
- Hiring velocity + expansion → possible capacity or coordination pressure
- Repeated vacancy + changing requirements → possible role definition or market-fit issue
These are reasons to investigate. Not reasons to overstate the need.
A practical workflow for agencies
Run this weekly:
- Refresh your target list with new companies in your ICP.
- Check career pages and the job boards that matter.
- Record meaningful changes: new roles, removed roles, changed roles.
- Score companies using 5–7 simple factors.
- Pick the top 10–30 for outreach.
- Use a factual opener and a narrow offer: one role family, one location, one problem.
What to say, and what to avoid
Avoid: “Looks like you’re using agencies” or “You must need an agency.”
Better:
- “Noticed you’ve had [role] open for a while. Is it a priority hire this quarter?”
- “Saw a hiring ramp in [location/team]. Are you keeping that in-house or adding capacity?”
- “We map the market for [niche] roles. If useful, I can share what compensation and availability look like right now.”
Where RecruitmentSignals fits
If you do this manually, it turns into tabs, screenshots, and missed changes.
RecruitmentSignals monitors the career pages and public sources you configure. It extracts listings from public pages, filters them with keyword matching, and sends a daily digest by email and/or webhooks when there is something to send.
It can also monitor hiring-related updates from company press rooms and news pages. Customers who opt in can share results and trend views using tokenized URLs.
The point is simple: spend more time on the shortlist, and less time checking the same pages.
FAQ
How many open roles count as “high hiring volume”?
There is no universal number. Set a baseline for each company and look for change.
- A move from 5 to 15 roles may matter more than a steady 80-role enterprise.
- Volume matters more when it sits in your niche, such as 6 new security roles, rather than scattered general hiring.
Treat volume as possible opportunity, not a conclusion about agency demand.
How do I tell if a vacancy is genuinely “repeated” vs an evergreen posting?
Evergreen postings often:
- Stay open continuously with little change.
- Use generic language, such as “always hiring”.
- Cover broad locations or recurring intake.
Repeated or reopened roles often:
- Disappear and reappear with new posting dates.
- Show requirement changes over time.
- Return after a short gap.
Even then, it is still a signal. It does not prove the company needs external support.
What’s a reasonable definition of a “persistent” vacancy?
A practical starting point is 30–90+ days open, adjusted for seniority and niche.
- High-volume entry roles can stay open by design.
- Senior specialist roles can legitimately take longer.
Persistence becomes more useful when paired with another signal, such as reposting, broader scope, or increased hiring velocity.
How do I measure hiring velocity without internal data?
Use public change patterns:
- Count net-new roles week over week.
- Track how often the careers page changes.
- Note bursts, where several roles appear within a few days.
Velocity tells you tempo. It does not tell you the staffing model. Use it to prioritise outreach, not to claim agency usage.
Which sources should I monitor besides the career page?
If you want defensible signals, keep the source list clean:
- The company career page
- Job boards the company publishes to consistently
- The company press room or news page for hiring-related announcements
Avoid building your process around rumours or assumptions you cannot check.
Can I use names on job pages (hiring manager / reporting line) for outreach?
Sometimes a job detail page names a recruiter, hiring manager, reporting line, or other person. You can use that as context.
But it is opportunistic. Many job pages do not name anyone, and titles can be ambiguous. Treat it as a useful clue, not a guaranteed enrichment route.
How do I avoid wasting time on companies that are clearly not a fit?
Add negative filters before you score anything:
- Roles outside your delivery capability, such as geo, seniority, or contract type
- Companies with consistently irrelevant hiring patterns
- Sectors you do not work
Only score companies after they pass the filter. It keeps the list cleaner and the outreach volume under control.
Is it better to approach after an announcement (funding, expansion) or after job postings appear?
Both can work.
- After an announcement, you can reference a clear trigger and offer market context.
- After postings appear, you can be specific about roles and timing.
The safest approach is factual and light: refer to what is public, ask one clear question, and avoid implying they must need an agency.
Related content
Turn public hiring signals into a daily shortlist
RecruitmentSignals monitors the career pages, job boards, and hiring-news pages you configure. It extracts listings from public pages, filters them with keywords, and sends alerts by email or webhook.
Use it to stay on top of change, without treating one vacancy as proof of agency demand.