A job posting is a company publicly announcing where it is investing, what it is struggling with, which tools it runs, and roughly when the problem needs solving. It is dated, structured, free, and almost nobody in sales reads it.
Short answer: pick the two or three roles whose hiring implies a need for your product, monitor those postings daily, read the description for stack and pain, and contact the hiring manager — not the recruiter — within the first week.
Key Takeaways
| If they are hiring | They are likely buying |
|---|---|
| First RevOps or Sales Ops hire | CRM tooling, data, automation |
| SDRs in volume | Prospecting, enrichment, dialers, signal tools |
| First security engineer | Compliance, SIEM, pen testing |
| Data engineers | Warehouse, ETL, BI |
| Customer Success leads | Support platform, onboarding tooling |
| First designer or PMM | Design tooling, content, analytics |
Why Hiring Is Better Intent Data Than Intent Data
Purchased intent data infers interest from anonymous browsing at the account level, with a probability attached. A job post is a company writing down its plan and signing its name to it.
Four things a JD gives you that a data vendor usually cannot:
- Timing. The post has a date. Budget was approved before it went live, typically two to six weeks earlier, and the problem is live now.
- Stack. "Experience with Salesforce, Outreach and Gong" is a technographic profile written by the company itself.
- Pain in their words. The responsibilities section is a list of things currently going badly. "Build reporting from scratch" means they have no reporting.
- A named person. The hiring manager is usually the budget owner for adjacent tooling.
The comparison against paid sources is laid out in best intent data tools 2026.
Where to Find the Postings
LinkedIn Jobs is the highest-volume source and lets you filter by title, location, company size and date posted. Set the date filter to Past 24 hours — a job post older than two weeks is often already in final interviews.
Company career pages are the earliest source. Roles frequently appear on an Ashby, Greenhouse or Lever board days before they hit aggregators. If you have 30 target accounts, checking their boards weekly is a realistic manual habit.
Aggregators and ATS search. Greenhouse and Lever job boards are indexable, so a site-restricted search for a tool name plus a role title surfaces companies that both use the tool and are staffing around it.
Hiring posts on LinkedIn. Founders and managers announce roles in their feed, often with more candour than the formal JD — "we're drowning in inbound and need help" is a sales trigger that will never appear in the official description. Catching those is the same discipline as keyword monitoring.
How to Read a Job Description
Skip the boilerplate. Three sections matter:
- Requirements → tools. Every named product is a confirmed part of the stack. If a competitor of yours is listed, you have found a switching target; if a complementary tool is listed, you have found an integration angle.
- Responsibilities → pain. Read each bullet as a confession. "Own and improve our lead routing" means routing is broken. "Establish onboarding process" means there is none.
- Seniority → budget. A first-in-function hire ("our first RevOps hire") means the function is being built from zero, which is when tooling decisions get made. A backfill means the stack is settled and the buying window is narrower.
Company stage matters too. A Series A hiring five SDRs is building an outbound motion from scratch and will buy the supporting stack within a quarter. A 2,000-person company backfilling one SDR will not.
Who to Contact and When
Contact the hiring manager, not the recruiter. The recruiter owns the req, not the budget for tooling. On LinkedIn the manager is usually the person who posted about the role or the most senior person in that function.
Timing. Week one after the post goes live is the sweet spot — the problem is acute and no vendor has crowded in yet. Waiting until the hire starts, a common piece of advice, means arriving after 90 days of onboarding and after competing vendors have already met the new person.
There is a second, distinct window: when the new hire actually starts. New leaders replace tooling in their first 90 days, which is a job-change signal rather than a hiring one, and worth tracking separately.
Templates
To the hiring manager, early:
Hi [Name] — saw [company] is hiring a [role]. The JD mentions [specific responsibility], which is usually the part that eats the first six months. We built [product] for exactly that, so whoever you hire has it on day one instead of building it. Worth 10 minutes before they start?
Where a competitor is named in the requirements:
Hi [Name] — noticed the [role] req lists [competitor] experience. Curious whether that is a settled decision or something the new hire will get to revisit — happy to send a straight comparison either way, including where we lose.
The mistake to avoid is opening with "congrats on the growth". It signals you read the headline and nothing else. Quote a specific line from the JD instead. More trigger-based patterns in signal-based outreach templates.
Making It Continuous
Manual job monitoring works at about 30 accounts. Beyond that you are checking dozens of boards for postings that appear unpredictably, and the freshness that makes the signal valuable is exactly what you lose first.
Updately watches for hiring announcements and role-related posts across social platforms, matches them to your ICP, enriches the hiring manager into a full profile, and drafts an opener grounded in what the post actually said. The wider category is in best signal-based selling tools 2026.
Frequently Asked Questions
Basics
Which roles should I track? Work backwards from your last ten closed deals: what had the buyer just hired or been hired for? Two or three role titles usually explain most of it.
Is hiring data reliable? More reliable than inferred intent, with two caveats: some posts are evergreen pipeline-building, and some are backfills with no new budget. Both are visible if you read the post rather than the title.
Execution
How fast should I reach out? Within the first week. The problem is most acute before the hire lands, and vendor competition is lowest.
Should I mention that I saw the job post? Yes, and quote a specific line. Vagueness reads as automation; specificity reads as attention.
Risk
Does this come across as opportunistic? Only if the message is about the hiring event rather than the underlying problem. "Congrats on growing" is opportunistic. "Your JD says the new person will build routing from scratch — here is how to skip that" is useful.