Reach companies hiring for what you sell
The client is a development shop built around one stack. A company posting a role in that stack needs exactly that, today. We scraped job posts daily, had AI classify which ones were real needs, researched each company and contact with small agents, and automated the whole path into the sending tool. The same machine later ran a second motion on 5,000+ firms sourced from a directory.
Works ifYou sell a service that companies also try to hire for.
The system
Job boards
New posts for the exact skill
Agent 1
Job
Agent 2
Company
Agent 3
Contact
CEO first, then one by one.
Agent 4
Copy
Peer to peer: bench capacity.
The signal
An agency or software company opens a job for the exact skill the client sells.
Why it predicts a purchase
It is not intent for a product, it is a direct request for the service, with a budget line already approved. The only question is whether you arrive before they hire.
How it works
Scrape jobs every day
Bench capacity is perishable and so is the job post. A daily cron picks up new postings.
Classify before you count
A keyword match on the stack is noisy. An AI classifier decides whether the role really needs it before it becomes a signal.
Split the research into agents
One agent reads the job, one the company, one finds the contact, one writes. Small agents with one job are easier to fix than one agent doing everything.
Write like a peer
The angle was plain: we have developers between projects. Copy went through five versions, from hyper-personalised to natural.
Build notes
- Sequence change: CEO first, then others one by one.
- The same machine was repointed at a second motion (agency partnerships), and those campaigns got the most engagement. Europe outperformed the US.
Questions
Why is a job post such a strong signal for services?
It is a direct request for the thing you sell, with a budget line already approved. The only question is whether you arrive before they hire.
How fast should outreach go out?
Within days. Run the scrape daily and treat the post as perishable, just like your team's free capacity.
More builds
All builds →Detect 163 B2B tools from a company's website and DNS
Your product replaces, integrates with or sells to users of specific tools.
Reach companies before their public deadline
Your buyers make public promises with a deadline.
Find buyers in certification registries
Your buyers can hold a certificate or standard that proves they care.
The next step