Pain-keyword intent
The job describes a manual task, operational burden, or workflow your product removes.
Hyundai is buying in the category · 3h agoCategory keyword
Stripe has an audit to prepare · 3h agoCompliance or regulatory need
Shell is starting a sustainability program · 6h agoStrategic initiative
Samsung works in life sciences · 4h agoVertical or industry fit
Amazon is equipping a new warehouse · 2h agoEquipment or physical demand
Spotify measures retention · 3h agoMetric or outcome focus
Why it works
A company that writes a manual task or a recurring problem into a job description is hiring a person to deal with it. That is a need with a budget, and the post tells you the words they use for it. Open with those words and your message starts from their problem.
How to act on it
Open with the specific pain and the team hiring around it.
Connect your agent
MCP server
Claude, ChatGPT, Cursor, Gemini or any MCP client
API
Run this signal from your own code
curl -X POST https://api.theirstack.com/v1/companies/search \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"company_keyword_slug_or": ["account-reconciliation"]
}'Use cases
- Outbound
Find buyers by what their job posts say they need
Find companies whose job descriptions name the problem, regulation, project or tool your product handles, and sell to them while they are hiring for it.
See the use case → - Outbound
Find companies that use the technology you work with
Find the companies running the platform you implement, integrate with or staff for, scoped to your market and company size.
See the use case →
Related signals
Role-based hiring
Hiring the role that owns, uses, or feels the pain your product solves.
ExampleFirst Head of RevOps role posted
Your buyer's problem gets an owner
Competitor displacement
Companies already using a competing product, which means the category is validated and budget may already exist.
Example3 new job posts ask for HubSpot experience
They run a competitor today
Integration fit
Companies using a tool your product integrates with.
ExampleSnowflake and dbt named across 5 data roles
Your product connects to both
Learn how
- Guide
Identifying companies with problems your software solves
Learn how to use job postings to discover companies actively hiring for tasks your software automates. Find your ideal customers by analyzing 251M job descriptions for specific pain points and manual processes.
Frequently asked questions
See which companies match this signal today.
Run the search free, then save it to get each new match by email or webhook.