Vertical or industry fit
Job descriptions reveal the vertical the company serves or operates in.
Shopify has the pain you solve · 5h agoPain-keyword intent
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
Amazon is equipping a new warehouse · 2h agoEquipment or physical demand
Spotify measures retention · 3h agoMetric or outcome focus
Why it works
Industry codes describe a company in broad strokes and often lag behind what it does today. The words in its job posts, such as the clients it serves or the products it handles, place it in a vertical more precisely. That lets you build a list for one niche that an industry filter would blur.
How to act on it
Build vertical SaaS, agency, consulting, or equipment prospect lists.
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": ["clinical-trials"]
}'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 → - Market research
Map producers and traders of a commodity
Map the companies producing or trading a specific commodity from the commodities named in their job ads, to find suppliers and read a supply chain.
See the use case →
Related signals
Category keyword
The company mentions a product category such as ERP, CRM, HRIS, or POS without naming a vendor.
Example"Help us select and roll out a new ERP" in an IT role
An ERP purchase is open, no vendor chosen
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
Pain-keyword intent
The job describes a manual task, operational burden, or workflow your product removes.
Example"Reconcile invoices manually in spreadsheets" in a Finance Analyst post
The pain you remove, in their words
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.