Publish verified hospital prices, not just an MRF
Your machine-readable file already exists. Claim your Loa listing to publish provider-verified self-pay and package prices on top of it - reviewed, source labeled, and distributed to patients, AI assistants, and partners.
Free to claim. Provider-verified pricing reviewed by Loa, typically within a few business days.
Where your verified hospital prices appear
One submission, three discovery surfaces. Loa handles distribution so your revenue, marketing, and compliance teams do not have to stitch feeds.
Hospital SEO pages
Each Loa hospital page renders MedicalOrganization, FAQ, and breadcrumb schema with your CCN, HPF ID, and verified rows. Patients and crawlers see your data with provenance.
Loa MCP server
Verified hospital prices are exposed to AI assistants via MCP tools so ChatGPT, Claude, and partner agents can quote your numbers instead of inferring from MRF blobs.
Loa API and partners
Payers, employer benefits platforms, and care navigators consume the Loa API. Verified rows are prioritized over machine-readable file aggregates.
What hospitals get
Claimed hospitals control how their prices and profile data are presented to every surface Loa reaches.
- Provider-verified rows labeled and ranked above raw MRF estimates
- Comparable MRF context shown beside every verified row
- Profile control for hours, scheduling URL, and accepted insurance notes
- CCN, HPF ID, and address kept current via reviewed updates
- Listing analytics: views, outbound clicks, agent and API demand
- Bulk pricing upload via CSV or the Loa pricing API
How it works
Hospitals can claim, submit, and publish in parallel. Verified rows publish when both the claim and the pricing review are clear.
Claim and verify the hospital
An authorized representative submits a claim. Loa verifies affiliation, typically within a few business days, and provisions dashboard access.
Submit verified pricing
Upload self-pay, package, or negotiated rates by CPT/HCPCS. Loa reviews each submission and applies a verified provenance label.
Track outcomes
See impressions on your hospital page, outbound clicks to scheduling, and how often agents and partners pull your verified rows via MCP and API.
Built to complement, not replace, your transparency program
Your MRF stays the system of record. Loa adds reviewed, consumer-friendly, agent-readable context on top.
Loa ingests CMS hospital machine-readable files (MRF) and shows comparable rows next to your verified prices.
Verified prices are labeled with authority, source, and confidence - never silently mixed with MRF estimates.
Every reviewed update logs a reviewed_at timestamp and reviewer, supporting your internal audit and CMS reporting workflows.
You retain the system of record. Loa surfaces the prices you publish; corrections route through reviewed updates with rejection reasons.
Frequently asked
How does Loa relate to my CMS machine-readable file?
Loa ingests hospital MRF files and presents source-labeled rows on your hospital page. When you claim the listing and publish verified prices, those rows are labeled verified and shown alongside comparable MRF context so patients see both.
Who can claim a hospital listing?
An authorized hospital representative - usually revenue cycle, marketing, or compliance - can submit a claim. Loa verifies affiliation before granting dashboard access.
Can we submit prices in bulk?
Yes. You can upload a pricing CSV from the dashboard or submit via the Loa pricing API. Each row goes through review with explicit rejection reasons when applicable.
How do AI agents access our prices?
Verified hospital prices are exposed via Loa MCP tools (search hospitals, get hospital pricing, explain price sources). Major assistants can call these tools to surface your verified data with provenance metadata.
Is there a cost to claim or publish?
Claiming a hospital listing and publishing verified prices is free. Paid plans add advanced analytics, additional API capacity, and partner integrations; see /pricing for details.
Own the priced answer for your hospital
Patients and AI assistants are already pulling hospital pricing - usually from raw MRF files. Claim your Loa listing so the consumer-friendly answer is the one your hospital verified.