How to find companies hiring their first RevOps (or DevRel, or security hire)
The question
You sell a tool or service whose ideal moment is a company's first hire of a specific role — the first RevOps hire means someone is about to buy or consolidate the sales stack; the first DevRel hire means developer-facing budgets just appeared; the first security hire means compliance tooling is imminent. How do you find those companies while the moment is live?
What's actually true
Three facts shape the honest answer:
- The signal is public. Job postings are published artifacts — on career pages and in licensed aggregations (TheirStack's API covers 172M+ postings, with plans from $59/mo). Unlike "intent data," a posting is a document you can open, read, and date. No inference required.
- The window is short. The framing used by sales platforms like Amplemarket — which we think is honest and adopt — is that a hiring signal is a 7–30 day buying window. A three-month-old posting is not a signal; it's history. Any process you build must optimize for freshness above volume.
- The mainstream tools have measured problems. Apollo — the category's volume player at $49–119/seat/mo and roughly $150M ARR (sacra.com) — carries 1,000+ G2 reviews complaining about data accuracy and a 2.9/5 Trustpilot rating driven partly by credits burned on stale rows; measured email accuracy has been reported at 65–80% versus a claimed 91% (prospeo.io). Clay is powerful but has a documented complexity backlash — agencies exist just to operate it. And LinkedIn-automation rails are being actively dismantled: HeyReach was banned in March 2026, Proxycurl was sued and shut down in 2025.
How to check it yourself
A manual version you can run this week:
- Define the trigger precisely. Not "hiring in sales" — "first posting for a title containing RevOps at a company that has never posted that title before." The first is the signal; the tenth RevOps hire at a big company is a different (weaker) event.
- Build a target list of companies in your ICP and check their career pages directly. Low-volume, polite, respects robots.txt — this is the compliant floor.
- For breadth beyond your list, use a licensed postings API (TheirStack from $59/mo) and filter for the title with a first-seen date inside your window.
- Verify each hit by opening the actual posting before you act on it. If you can't link to the posting, don't put it in your pipeline.
- Act fast and in-channel. Within the 7–30 day window, a short, specific note referencing the posting beats any sequence sent later.
The main cost is repetition: the list you build today is stale in a month, so the check has to re-run.
The snapshot version
HireSignals runs this as a $49 one-shot ICP snapshot: your trigger role, your target companies, back comes who's hiring right now — every signal linked to the actual public posting, with a drafted opener. No LinkedIn scraping, no intent scores, and an empty result is an honest empty, not a burned credit.