Skip to content
Rules
Subscribe to updates

A closer look at how eligibility rules actually work.

Qualifyably looks at how eligibility decisions are made for public benefits, insurance subsidies and discount programs.

  • 6 rule types
  • 20 explainers

How the rules connect

Household Composition Rules

3 explainers
  1. Why Roommates Aren’t Automatically Part of Your Household

    Sharing an address doesn't mean sharing a household under most program definitions.

  2. How Programs Define ‘Household’ Differently Than the IRS Does

    The word 'household' means something different to a food assistance office than it does on a tax return.

  3. Why an Adult Child Living at Home Can Change Your Eligibility

    An adult child under the same roof can shift household size, income counting, or both, depending on the program.

All 3 in Household Composition Rules

Categorical Triggers

3 explainers
  1. How Disability Status Can Bypass an Income Test Entirely

    Some programs waive the usual income calculation once disability status is established through the right proof.

  2. Why Turning 65 Changes Which Test Applies to You

    Age thresholds don't just add a discount — they can swap out the entire eligibility formula.

  3. Veteran Status as a Categorical Shortcut: What It Actually Waives

    Veteran status can simplify an application, but it rarely waives every part of the underlying test.

All 3 in Categorical Triggers

Income & Asset Tests

4 explainers
  1. Gross Income vs. Net Income: Which One Actually Gets Tested

    Learn why some programs test what you earn before deductions while others test what's left after them.

  2. How Retirement Accounts Are Treated in Asset Limit Calculations

    Some asset tests exclude retirement savings entirely, while others count every dollar against the limit.

  3. The Difference Between Countable Income and Excluded Income

    Not every dollar you receive counts toward an eligibility threshold, and knowing which ones don't can change the outcome.

All 4 in Income & Asset Tests

Documentation Standards

3 explainers
  1. What Counts as Proof of Income When You’re Self-Employed

    Self-employment income is verified differently than a paycheck, and the standard of proof is usually higher.

  2. Why a Pay Stub Isn’t Always Enough to Verify Income

    A single pay stub often can't answer the questions a verification standard actually asks.

  3. How Agencies Verify Disability Status Beyond a Doctor’s Note

    A physician's letter is often just the starting point for how disability status actually gets confirmed.

All 3 in Documentation Standards

Insurance Subsidy Mechanics

3 explainers
  1. Understanding the Subsidy Cliff: What Happens Right at the Threshold

    Crossing an income threshold by a small margin can change a subsidy far more than the margin itself.

  2. How a Mid-Year Income Change Triggers Subsidy Recalculation

    A raise, a new job, or a lost contract can all set off a subsidy recalculation before the year is over.

  3. Why Household Size Changes Your Subsidy Even If Income Doesn’t

    Adding or losing a household member shifts the poverty-line comparison that drives the subsidy formula.

All 3 in Insurance Subsidy Mechanics

Discount Program Criteria

4 explainers
  1. Do Senior Discounts Have an Income Test, or Just an Age Test

    Most senior discounts run on age alone, but a few quietly add an income or need-based layer.

  2. How ‘Student Status’ Gets Verified for Retail and Transit Discounts

    Proving you're a student for a discount program isn't the same as proving enrollment for financial aid.

  3. Why Some Hardship Discounts Require Proof and Others Don’t

    Hardship-based discounts range from self-attestation to full documentation, and the difference isn't random.

All 4 in Discount Program Criteria

A simplified picture. Real programs order and combine these tests differently.

Latest explainers

Start here

About Us

All of this is general information about how eligibility rules tend to operate.

Fig. 0 How this site works

The site is useful if you want to understand the logic of an eligibility decision before it is made.