What is buying intent?
Buying intent is the likelihood that a company will purchase in a category soon — and how confidently you can infer it from observable signals.
Buying intent is a prediction: how likely is this company to purchase something in your category, and how soon? Strong intent is what separates an account worth contacting today from one worth nurturing for later.
How to read intent from public signals
You rarely get to see a company's internal budget. But you can infer intent from what they do in public — most reliably, who they hire. A burst of sales-development hiring implies pipeline tooling intent; AI-engineering hiring implies AI-infra intent; customer-success hiring implies retention-tooling intent.
The art is mapping a signal to a specific, defensible need. ChangeSignal classifies each hiring signal into a buying-intent category and spells out the likely need and a suggested outreach angle so the inference is explicit, not hand-wavy.
Frequently asked questions
- How is buying intent measured?
- It's an inferred probability, not a direct observation. The best public proxies are concrete changes — especially hiring — mapped to a specific category of need.
- Can buying intent be wrong?
- Yes, it's probabilistic. That's why each signal carries a confidence score and the evidence (the job posting) so you can judge it yourself.