Medicare Assistant

MA Medicare Assistantfor licensed agents Pro 38 of 500 questions used today

In development — not launched, and every figure on this page is invented. The point of the demo is how it answers: what it cites, when it refuses, and how it handles a figure that might be out of date. Do not rely on any number here.

General information for licensed agents, drawn from indexed public sources. Not personalised advice, and not a substitute for CMS guidance or carrier materials.

Indexed corpus

Documents4,180

Chunks embedded318,644

Official CMS / Medicare.gov91%

Carrier & state material9%

Last crawl3 days ago

How an answer is built

1Crawl CMS, Medicare.gov, state departments

2Parse HTML + PDF into heading-bounded sections

3Chunk at paragraph boundaries, with overlap

4Embed → vector index, plus keyword index

5Hybrid retrieval, fused by reciprocal rank

6Answer only from what came back

Guardrails it runs under

Cite every claim. Inline, to the passage it came from.

Always name the plan year. A figure without a year is a liability.

Never pass off a stale figure as current. Say the sources are old instead.

Prefer CMS over carrier material. Marketing copy is never framed as guidance.

Defer on state rules. Medigap varies; point to the state department or SHIP.

Information, not advice. No recommendation about a specific person's coverage.

Say “I don't know”. If the sources don't cover it, point to 1-800-MEDICARE.

Plans (in development)

Free $0

A handful of questions a day. Enough to see whether it earns its keep.

Pro per seat

Daily volume a working agent actually uses, saved conversations, full citations.

Team flat

One price for an agency rather than per-seat maths.

Pricing isn't set. The competition charges per seat and bundles it with an FMO contract; the open question is whether an agent will pay for a tool that isn't tied to one.