October 2026Dataset Refreshed: Expanded to 15.17M+ Unique Contacts
[email protected]+1 727-617-0017

What is healthcare intent data?

Also called: buyer intent data, intent signals, purchase intent data

Healthcare intent data shows which hospitals, practices and healthcare companies are actively researching a topic, such as revenue cycle software or surgical robotics, based on unusual increases in their online research activity.

By John Britton, VP of Marketing, MedicalProspects · Updated November 4, 2026 · Targeting & GTM

Why it matters for healthcare sales and marketing

Most target accounts aren't shopping at any given moment. Intent data helps teams find the ones that are:

  • Prioritization. SDRs work accounts that are researching your category first.
  • Timing. Outreach lands while a health system is evaluating options, not after it has chosen.
  • Messaging. The topics an account is researching hint at the problem it is trying to solve.

Intent data works best combined with fit (does the account match your ICP?) and contact data (who on the buying committee should you reach?).

How it works

  1. Signals are collected from research activity: articles read, searches, webinar sign-ups, review site visits and similar actions.
  2. Topics. Each signal is mapped to a topic such as "RCM software" or "surgical robotics".
  3. Accounts. Activity is matched to the organization behind it, usually a hospital, health system, practice or company, rather than to a named person.
  4. Surge score. An account "surges" on a topic when its activity rises well above its own normal level.
  5. Action. Surging accounts are prioritized, and teams reach the right roles there with relevant messages.

First-party intent comes from your own channels: website visits, email clicks, event attendance. It shows interest in you. Third-party intent comes from activity across other sites and publishers, bought from data providers. It shows interest in the topic, often before an account has found you.

Five-step flow from signals (reads, searches, webinars, reviews) to topics, accounts, a surge score and action, with panels comparing first-party intent (activity on your own channels) and third-party intent (activity across other sites, bought from providers).
Intent data turns research activity into a prioritized list of accounts. First-party intent shows interest in you; third-party intent shows interest in the topic.

Example

Illustrative scenario. A revenue cycle software company sees several mid-sized health systems surging on "denial management" and "claims automation". Its SDRs move those accounts to the top of their list and reach the VP of revenue cycle and the patient financial services director at each one with a message about denial rates. Accounts that match the ICP but aren't surging stay in a lower-touch nurture program.

Common mistakes

  • Treating intent as a named lead. Most intent data is account-level. You still need to find the right people at the account.
  • Acting on one signal. Look for sustained surges across related topics rather than a single spike.
  • Ignoring fit. A surging account outside your ICP is still a poor prospect.
  • Leading with surveillance. "We saw you researching..." puts buyers off. Use intent to choose who and when, then lead with their problem.

How MedicalProspects does it

MedicalProspects offers healthcare intent signals across more than 20 research topics as an add-on to its contact lists, so teams can combine who is in market with verified contacts for each role at those accounts.

Related terms

  • Technographic DataTechnographic data describes the technology an organization uses, such as a hospital's EHR, imaging, revenue cycle and ERP systems. Healthcare sales teams use it to find accounts that run a competitor's product or a platform their own product works with.
  • Account-Based Marketing (ABM) in HealthcareABM in healthcare is a hyper-focused strategy where marketing and sales treat a high-value hospital system or care group as its own individual target market.
  • Hospital Buying CommitteeA hospital buying committee is the group of people who decide on a purchase together. It usually includes an economic buyer who controls budget, a clinical champion, technical evaluators, supply chain, the end users, and anyone who can block the deal.
  • Territory PlanningTerritory planning is dividing a market into sales territories so each rep gets a fair share of potential customers and a workload they can cover. In healthcare, potential is usually measured in target providers, facilities and procedure volume by geography.
  • Ideal Customer Profile (ICP) in MedTechAn ICP defines the exact type of facility or practice that gains the highest value from your product and delivers the highest revenue.

Put it to work

Sources

  1. Intent Data and Technology Intelligence for Healthcare Sales, MedicalProspects

← Back to the healthcare GTM glossary