METHODOLOGY

How Benefit Guardian finds your benefits

Every benefit in our database comes from an official source. Every row in your vault links back to its primary citation.

Where the data comes from

Every benefit in our database comes from an official source: terms and conditions published directly by card issuers (Amex, Chase, Capital One, and others), official program pages for memberships like Costco and AAA, and government program documentation from sites like medicaid.gov and ssa.gov. Every benefit row in our system stores the source URL it was extracted from. When you see a benefit in your vault, the citation link goes back to the primary source so you can verify what we found.

How the scan works

When you add your cards and memberships, we look them up in our cached benefit database. The cache is populated by a monthly extraction process that reads the official source pages, parses out the benefit details, and stores them as structured rows tied to each card or service. When your scan runs, we pull the relevant rows for the items you own, filter government programs against your profile (income, household, eligibility flags), and present the result as your personalized vault.

No data leaves our system to a third party during a scan.

How we verify what we show you

Every benefit in your vault links back to the primary source where we found it. You can verify what we found by reading the same page we read. If we can't find a benefit in a primary source, we don't show it. No confidence scores, no estimates — just sourced facts.

Editorial standards

A worked example: the Amex Platinum Uber Cash credit

Here is exactly how one benefit travels from an official source to your vault.

  1. Source. We read American Express’s official Platinum Card benefit terms for the Uber Cash benefit — the issuer’s own page, not a third-party write-up.
  2. What we extract. Platinum Card Members get $15 in Uber Cash each month, plus a bonus $20 in December — up to $200 in Uber Cash per year — valid on U.S. rides and Uber Eats orders, with enrollment required.
  3. How it’s stored. We save it as a structured row tied to the Amex Platinum, with the source URL and the date we last verified it.
  4. What you see. The benefit appears in your vault with a link back to that exact Amex page, so you can confirm it yourself.

This is the receipt. Every benefit follows this same path from official source to your vault.

Last verified against American Express’s official Platinum Card benefit terms: May 31, 2026. Benefit terms can change; if this figure ever drifts from Amex’s current terms, that is exactly what the last-verified date is here to flag.

Limitations

We're honest about what we don't do. A few things to know:

Keeping the data current

Our cached benefit database is refreshed monthly through a re-extraction pass against the original source URLs. When card issuers update their terms (typically once or twice a year), the next refresh picks up those changes. Each benefit row links back to its source so you can always verify against the current version of the official document.

Last updated: May 17, 2026

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