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How I Research and Construct Medicare Plan Pages

Hello! I’m David Bynon, founder and owner of MedicareWire.com and MedicareGraph™ (patent pending), an open Medicare Data Wearhouse API. I’m also a senior citizen on Medicare, and I’m passionate about helping others.

Why Trust This Research?

Since 2012, I’ve analyzed thousands of Medicare Advantage, Special Needs, Part D, and Medicare Supplement plans using raw data from the Centers for Medicare & Medicaid Services (CMS). As a former Director of Systems and Networks at HealthNet, and Vice President of Global Systems at Sony Pictures Entertainment, I bring a unique blend of healthcare, data science, and cybersecurity experience to my work at MedicareWire.

In my final tour with the U.S. Navy Reserve, I served as Command Chief at TACRON-11, where operational integrity was critical. That same discipline guides the Medicare plan analysis you see on this site.

Primary Data Sources

I believe in complete transparency. For this reason, I list all of my resources. The secret sauce mostly comes from files from the Centers for Medicare & Medicaid Services (CMS). They are the information originators, including:

  • CMS Plan Benefit Package (PBP) files – for benefit details, premiums, and plan design.
  • CMS Star Ratings – to evaluate plan quality based on consumer and clinical metrics.
  • CMS Service Area files – for county-level availability and plan reach.
  • CMS Landscape and Contract Reports – for historical tracking and contract info.

All data is retrieved from data.cms.gov, published on MedicareGraph™, and is updated monthly, quarterly, or annually as new datasets are released.

What MedicareGraph Offers

CMS data is complex, often not easy to find, and is full of idiosyncrasies and complex data dictionaries that are not easily translated. A few large organizations create their own internal systems to translate CMS data, but the MedicareGraph open API shares this data with others.

  • ✅ Real-time Medicare Advantage and Part D plan data
  • ✅ Annual CMS, FPL, and SSA benchmark cost data
  • ✅ Fast, versioned RESTful API endpoints
  • ✅ Human-readable OpenAPI docs powered by Redoc
  • ✅ JSON-LD structured data integration for developers and publishers
  • ✅ Designed for transparency, trust, and public health innovation
  • ✅ Dynamic Structured Publishing System
    Patent Pending (USPTO App #63/796,593 Filed April 29, 2025)

In the near future, MedicareGraph will offer a full suite of free tools to help publishers, analysts, and insurance professionals display MedicareGraph API data in meaningful ways (i.e., charts, tables, auto-updating CMS costs, etc.).

How I Construct Plan Pages

Data analysis is a lonely and highly technical job. Here are the basics:

  1. Normalize raw CMS data into structured tables using custom-built Python scripts.
  2. Match plan attributes with service area, star rating, and plan ID metadata.
  3. Cross-reference CMS source data to ensure consistency and reduce duplication.
  4. Manually verify plan notes, enrollment details, and data anomalies.
  5. Attach all relevant citations, references, and data update timestamps to each page.

All plan summaries are independently written and not influenced by compensation or partner relationships. Learn more about our compensation policy.

Data is one thing, and CMS makes volumes (truckloads!) available. My job is to turn that raw data into information. I translate the Plan Benefits Package (PBP) data dictionary, which allows me to break down the individual health services and costs.

Tools and Research You Can Explore

  • Medicare Advantage Plan Finder Tool
  • Medicare Part D Plan Finder Tool
  • Medicare Special Needs Plan Finder Tool
  • Medicare Knowledge Base and Resources
  • About David Bynon

Primary Sidebar

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[1]Affiliate and Sales Agent Disclosure

Many of the plans featured on MedicareWire are offered through our trusted partner, HealthCompare Insurance Services, Inc., a licensed sales agency. HealthCompare may compensate us if you enroll in a plan through their services. Online enrollment services are provided by MedicareEnrollment.com, a HealthCompare affiliate.

Compensation does not influence our content, which is based on independent research. MedicareWire’s plan page content are reviewed annually for CMS compliance by licensed compliance officers from UnitedHealthcare, Humana, and Aetna. Read our full sales agent disclosure and how we make money.

[2] Trademark Notice

MedicareWire uses legal U.S. trademarks to identify and describe Medicare and other insurance products for shoppers. See our full trademark use disclosure.

[3]About the Author

David Bynon is a Medicare analyst, published author, and U.S. Navy veteran with over 40 years of experience in cryptology, cybersecurity, and healthcare systems. Since founding MedicareWire in 2012, he has provided unbiased, data-driven Medicare plan research to assist seniors in making informed decisions.

Previously, David served as Vice President of Global Systems at Sony Pictures Entertainment and Director of Systems and Networks at HealthNet, focusing on secure HMO and Medicare infrastructures. His military career includes serving as Command Chief at TACRON-11, earning multiple Navy Commendation Medals and other commendations.

Connect with David on LinkedIn or view his Amazon Author Profile. His latest book, Why Medicare Advantage Plans Are Bad, is available on Amazon.

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