Buying Signals watches US hospitals, health systems, medical groups and the people who run them for growth, leadership changes, news and career moves. Describe any other event your ICP cares about, like an ownership change, an RFP or a new hospital, and Dmand AI tracks it as a custom signal on the right account.
Illustration: new signals arriving in four groups, company growth, news and media, career updates and a custom signal, each on an invented hospital, health system or medical group.
Customers
Teams selling into US healthcare use Dmand AI
Circle Health · G2 review
I like Dmand AI’s extremely curated and comprehensive healthcare database, which you won’t find on any other platform with this level of detail.
NextDimension AI · G2 review
It’s like having a hyper-personalized mail writer that’s unbelievably efficient.
Signal coverage
Dmand AI, a healthcare sales intelligence and outbound platform, builds buying signals on news, job postings, CMS filings, RFPs and other healthcare sources, with built-in signals for growth, challenges, news and career moves and custom signals for any event you describe. Each signal sits on its account in the org tree, so you can tell whether it belongs to the whole system, one hospital or one person.
Signal sources
News, job postings, CMS filings, RFPs and other healthcare sources, each linked from the signal it backs.See the healthcare signalsHealth systems and IDNs
Each system with its divisions, hospitals and sites, so a signal lands on the level where it happened.Browse health systemsHospitals
Each hospital under its health system, with the leaders who run it.Browse hospitalsHealthcare executives
Leaders at health systems, hospitals and medical groups, with career signals such as job changes.Explore executive dataIntent data vs buying signals
Teams time healthcare outreach with one of three approaches, and each reads a different kind of intent signal. None of them ties the change to the hospital where it happened and the people inside it.
It counts topic research from a domain or network address, so a health system that shares one domain reads as one account and the hospital doing the research stays hidden.
A press alert says a hospital is adding a wing, then a rep still has to find the account, place it under its parent and look up who decides.
A territory list sorted by size sends reps to the biggest systems while a smaller hospital names a new CIO or opens an RFP.
Web intent data reads research by company domain
From signal to decision maker
Follow one rep at a health IT vendor from setting up signals to saving the people who decide. Every name in the scenes is invented.
Illustration: built-in company signals switched on and a custom signal for revenue cycle RFPs created in plain English.
01
Riley keeps Company Growth and News and Media on, then writes a custom signal in plain English, “a health system publishes an RFP for revenue cycle services”, set to refresh weekly.
02
Accounts with new signals come first, and Brannock Health’s Insights card shows it qualifies for Revenue cycle RFP, with a short summary and the source, so Riley checks where it happened.
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The RFP sits on Bay Hospital under Bay Division, so the next step is the people at that hospital, not the system headquarters.
04
Find decision makers lists the finance and revenue cycle leaders at Bay Hospital, one of them recently promoted, and Riley saves three of them to a list for outreach.
Finding the right decision-maker for your specific value prop is the hardest part of landing enterprise accounts. Dmand helped us get there faster, from initial discovery all the way to scaling once things started working.
Signals that point to a purchase
The useful signals are the events that usually come before a budget, a shortlist or a new person in charge.
Illustration: a hospital with company signals for business expansion, financing, contraction and leadership updates, and a person with career signals for a job change and a work anniversary.
Expansion, financing and new offerings mean new money to spend, while contraction and declining earnings point to buyers cutting costs. A new leader or a job change is a reason to introduce yourself while priorities are still being set.
Illustration: public healthcare sources above five healthcare signals: ownership change, new site of care, certificate of need, HIPAA breach and RFP.
Healthcare events run as custom signals: describe one in plain English with filters such as specialty, location or number of beds, and Dmand AI checks public healthcare sources for it every week or month. Teams track CMS change of ownership filings, new sites of care enrolled with CMS, certificate of need approvals, price transparency enforcement, CMS quality penalties and HIPAA breaches reported to HHS. They also watch for published RFPs and clinical trial sites that start recruiting.
Signals by team
The signal that matters depends on what you sell and who signs for it.
Health IT and services
Custom signals catch RFPs in your category and EHR go-live announcements, and Leadership Updates flags a new CIO or CMIO, so you reach the IT leaders at that hospital while vendors are still being chosen.
Dmand AI for Health ITHealthtech and digital health
Digital health teams track hospitals in mandatory CMS models such as TEAM, ACOs moving to new value-based models and state Rural Health Transformation RFPs for telehealth, then reach the care management leaders who will run the program.
Dmand AI for digital healthMedical staffing and recruiting
A custom hiring signal flags hospitals and nursing homes posting nurse, coding or IT roles, and new sites of care show where staff are needed before opening day, so you reach the nursing leaders who approve agency help.
Dmand AI for staffingConsulting and agencies
Consultants track hospital mergers, CMS change of ownership filings, bond rating downgrades and CMS quality penalties to see which systems face integration, turnaround or quality work before they hire an advisor.
Dmand AI for consultingMedTech and medical supplies
MedTech teams track certificate of need approvals for beds, operating rooms and imaging, new hospitals and surgery centers, and hospital bond issues, so you reach supply chain and department leaders while equipment is still being planned.
Dmand AI for MedTechPharma, biotech and CROs
Life sciences teams track hospitals and medical groups that start recruiting for a clinical trial or list a new investigator on ClinicalTrials.gov, so you reach the research leaders at sites that are already active.
Dmand AI for life sciencesTest signals on your accounts
Check the signals against news your reps already heard about a system they follow.
No credit card and no sales call.
Keep the built-in groups and add one custom signal.
Pick a health system your team follows closely.
Compare them with what you know, then open the decision makers.
Illustration: a checklist for one health system, with its expansion, leadership change and RFP checked, and the decision makers still to check.
Buying signals questions
What sellers and RevOps leaders ask before they trust a signal. Not here? Email hello@dmand.ai.
Buying signals are events that suggest an account or a person may be ready to buy, such as a new site, a new executive or a published RFP. In healthcare the event usually happens at one hospital, group or site inside a larger health system, so where it happened in the org tree matters as much as what happened. The Dmand AI glossary has the full definition.
No. Intent data usually measures which companies are researching a topic online, matched to a company by its web domain or network address. Buying signals are events at the account or in a person’s career, such as an expansion, a leadership change or an RFP. Dmand AI’s signals are tied to the hospital, health system, medical group or person where they happened.
Company signals come in four groups: Company Growth (business expansion, financing, growth in sales or revenue), Company Challenges (contraction, declining sales and earnings, potential risks), Department Challenges (customer success, marketing and sales) and News and Media (leadership updates, new offerings, awards). People signals cover career updates (job changes, work anniversaries) and social updates (LinkedIn posts, podcasts, YouTube videos). Custom signals track anything else you describe. Healthcare events, such as ownership changes, new sites of care and certificate of need approvals, are tracked as custom signals on public healthcare sources.
A custom signal is an AI agent you set up in plain English to watch for one event on companies or people. You give it a name, filters such as industry, location, specialty or number of beds, a prompt describing what to track and a weekly or monthly refresh. Teams use them for events like a health system opening a hospital, a group hiring nurses or a hospital publishing an RFP.
Create a custom signal for RFPs in your category, for example “a hospital or health system publishes an RFP for patient engagement”, and set it to refresh weekly. Accounts that qualify show the signal with a short summary and a link to the source. Find decision makers then lists the leaders at that site who will run the evaluation.
People signals flag job changes and work anniversaries on the executives and HCPs in your lists, and News and Media flags leadership changes at accounts. Custom signals such as “recently promoted” or “a champion changes jobs” follow your own contacts. Each signal appears on the person’s or account’s record at its next refresh, with the date and the source.
Yes, with a custom signal. Describe the roles, such as nurses, revenue cycle staff or IT, and the accounts to watch, and Dmand AI flags hospitals, health systems and medical groups that are hiring for them. Staffing firms use it to find sites that need help, and vendors use it to see which teams are growing.
Business Expansion flags accounts adding locations, and a custom signal such as “a health system opens a new hospital” tracks openings directly. Each signal sits on its account in the org tree, so you can see which health system is behind the new site and reach its leaders while it is still being staffed and equipped.
Dmand AI tracks healthcare trigger events as custom signals that read public sources. Teams track ownership changes in CMS change of ownership filings, new sites of care enrolled with CMS, and price transparency enforcement and quality penalties published by CMS. Outside CMS, they watch certificate of need approvals from state agencies, HIPAA breaches reported to HHS, RFPs on hospital, state and federal procurement sites, and clinical trial sites that start recruiting on ClinicalTrials.gov. The 2026 to 2027 window matters because CMS deadlines are setting budgets: the mandatory TEAM payment model has been live since January 1, 2026, LEAD replaces ACO REACH on January 1, 2027, and CMS began enforcing new hospital price transparency rules on April 1, 2026.
Signals are built on 100+ signal sources across the web: company news and press releases, job postings, public social posts, podcasts and videos, CMS filings and RFPs. A custom signal also reads the public healthcare sources that fit its prompt, such as state certificate of need notices or ClinicalTrials.gov. Each signal links to its source and is matched to the account in Dmand AI’s org tree or to the person in Dmand AI executive data and the CMS provider registry.
For teams selling into US healthcare, it can be. ZoomInfo describes its intent data as research on topics and keywords, tracked from IP-to-organization pairings and now shown at the person level (zoominfo.com). Dmand AI tracks events at hospitals, health systems and medical groups and in people’s careers, and shows the people at the site where each one happened. Read the full Dmand AI and ZoomInfo comparison.
Yes. The trial is 30 days free, self-serve and needs no credit card, and it previews the full dataset with trial credits. Plans and credits after the trial are on the pricing page.
Buying Signals
See what changed this week at the health systems you most want to win
Turn on your signals, write one for your ICP, and save the people who decide to a list.