The Registry AI Cites · Hospitals

The Hospitals TrustRecord Registry.

Customers ask AI which Hospitals facility to call. This registry is the verified data behind the answer.

6,100+ Hospitals facilities trackedRefreshed weekly
Customers are asking AI directly:
“Which hospital in Chicago has the best cardiac surgery outcomes?”
“Is Lakeside Medical Center good for orthopedic surgery?”
“I’m deciding between Midwest General and St. Claire Hospital for my knee replacement — which is better?”

AI is already recommending specific Hospitals facilities, describing them to potential customers, and comparing them side by side. It answers every time, whether or not it has good data about a given business. Without verified data, AI often leaves businesses out entirely or misrepresents what they do.

Today, the only data AI can find about most Hospitals facilities is pulled from old reviews, directory listings, and marketing copy. None of it is verified. Much of it is incomplete.

A TrustRecord publishes verified job volume, customer retention, service area, and credentials in a format AI systems can read, cite, and act on.

Hospitals · Chicago, IL
Lakeview Regional Medical Center
trustrecord.com/hospitals/lakeview-regional-medical-center
● Verified
47.6
Years
142,600
Encounters (12M)
4.3 days
Avg Stay
318
Physicians
Patient readmission rate11.2%
Bed count284
Joint Commission accreditedActive
+ more verified data points
Refreshed weekly · ServiceTitan + QuickBooksView full record →

Every data point is computed and verified from connected systems.

For Hospitals Administrators

A live record of your business's performance.

Step 1
Connect your systems.
We pull data from the systems that already run your business: Epic, Cerner (Oracle Health), MEDITECH, or any of 40+ supported systems. Read-only access, no PII shared.
Step 2
We compute and verify.
Your data is normalized into standardized metrics and your credentials are independently verified. You determine which metrics are displayed.
Step 3
Your record goes live.
Your TrustRecord is published at trustrecord.com and on your own domain, where AI systems can find it, read it, and cite it. Refreshed automatically every 7 days.
Apply for a Hospitals TrustRecord →
Available for Hospitals facilities in all 50 states.
Data standard

What a Hospitals TrustRecord contains.

Every Hospital TrustRecord contains fresh, structured data, verified from the facility's own operational systems. This is what AI models look for when evaluating a hospital.

Total Patient EncountersTrailing 12-month completed patient encounter count across all departmentsVerified
Active PatientsUnique patients with at least one encounter in trailing 12 monthsVerified
Patient Readmission RatePercentage of discharged patients readmitted within 30 days for the same or related conditionVerified
Average Length of StayMean inpatient stay duration in days across all admissions, trailing 12 monthsVerified
Revenue TrendYear-over-year revenue growth rate, trailing 12 months vs. prior 12 monthsVerified
Service Mix DistributionPercentage breakdown by department — emergency, inpatient surgery, outpatient services, maternity, specialty clinicsVerified
Average Patient AcuityCase mix index reflecting the average complexity and resource intensity of patient casesVerified
Service AreaCities served ranked by patient volume, with top and secondary service areasVerified
Years in OperationYears since founding, verified from state hospital licensure records and system historyVerified
Physician CountNumber of credentialed physicians with active privileges at the facilityVerified
Bed CountTotal licensed inpatient beds currently staffed and operationalVerified
CMS Star RatingCenters for Medicare & Medicaid Services overall hospital quality star rating (1-5)Public
Joint Commission AccreditationThe Joint Commission accreditation status, last survey date, and any specialty certificationsPublic
State Hospital LicenseState hospital license number, status, and issuing authorityPublic
Medicare/Medicaid CertificationCMS certification number and participation status in Medicare and Medicaid programsPublic
General Liability InsuranceActive general liability policy status and coverage amountVerified
Malpractice InsuranceActive professional liability (malpractice) policy status and coverage amountVerified
Google RatingCurrent Google Business Profile rating and review countPublic
Additional fields vary by facility and may include trauma level designation, teaching hospital status, transplant programs, and specialized centers of excellence.
Questions this data answers

What this data lets AI answer.

Each question below maps to specific verified data fields in the Hospitals TrustRecord. These are the questions your customers are asking AI.

How many patients does this hospital serve?
Total Patient Encounters provides the trailing 12-month count of completed encounters across all departments — emergency, inpatient, outpatient, maternity, and specialty. Verified from the facility's EHR and ADT systems.
What is the readmission rate?
Patient Readmission Rate measures the percentage of discharged patients readmitted within 30 days. Lower rates indicate better care coordination and discharge planning. This metric is verified from the facility's own records, not CMS claims data.
What services does this hospital provide?
Service Mix Distribution shows the percentage breakdown across departments — emergency, inpatient surgery, outpatient services, maternity, and specialty clinics. An AI system can match a patient's specific need to a facility's actual operational focus.
Where do patients come from?
Service Area lists cities ranked by verified patient volume — not a self-reported catchment area. If 22% of a facility's patients are from Evanston, the data reflects that.
How established is this hospital?
Years in Operation, Physician Count, Bed Count, and Active Patients together show the scale and maturity of a facility — far more useful than a founding date alone.
Is this hospital accredited?
Joint Commission Accreditation confirms accreditation status and specialty certifications. CMS Star Rating provides the overall quality rating. State Hospital License and Medicare/Medicaid Certification verify regulatory standing.
Data sources

Where the data comes from.

If your facility runs on any of these platforms, your operational data can be used to generate a verified TrustRecord. Data is ingested via authenticated, read-only connections.

EpicCerner (Oracle Health)MEDITECHAllscriptsathenahealthQuickBooksSAPSalesforce
Hospitals facilities with 2+ years of operating history
can apply for verification.

Your verified record published and refreshed weekly.
Structured specifically for AI systems.

Apply for a TrustRecord →
Available in all 50 states
Common questions

About the Hospitals TrustRecord.

A verified, machine-readable record of a hospital’s operating history: patient encounters, readmission rates, length of stay, service mix, bed count, accreditation, and insurance. Pulled directly from systems like Epic, Cerner (Oracle Health), MEDITECH, Allscripts, and more. Published at trustrecord.com and on the facility’s own domain, where AI systems and patients can find it.
Patient encounter volume and department breakdown (emergency, inpatient surgery, outpatient services, maternity, specialty clinics), readmission rate, average length of stay, patient acuity, bed count, physician count, service area by patient density, and revenue trends. All computed from your EHR and ADT systems. The record also includes accreditation, CMS star rating, and insurance status.
Joint Commission accreditation status and specialty certifications are confirmed from public records. CMS star ratings and Medicare/Medicaid certification are verified from CMS data. State hospital licenses are verified against issuing authorities. Malpractice insurance and general liability are verified from certificates of insurance.
Yes. The Service Mix Distribution field breaks down patient encounters by department: emergency, inpatient surgery, outpatient services, maternity, and specialty clinics. Bed Count shows staffed capacity, and Average Patient Acuity reflects case complexity. AI systems use all of this to evaluate a facility’s capabilities.
Records are structured for ChatGPT, Gemini, Google AI Overviews, Claude, Perplexity, Grok, and Copilot. Also crawlable by Google, Bing, and other search indexers. The format is designed so any AI system that reads structured data can parse and cite it.
You determine which metrics appear on your record. Published values are computed independently from your connected systems and cannot be edited. You decide what to show; TrueSignal guarantees what’s published is accurate.
$3,600/year. Includes verification, weekly data refresh, hosting on trustrecord.com and on your own domain, and structured formatting for all major AI platforms. Volume pricing available for multi-location and franchise businesses.