The best replacement for eligibility is entitlement.

The best alternatives to eligibility are rated as following:
★★★★★  entitlement
★  qualification
★  medicare
★  sustaining eligibility
  medicare entitlement

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Speaking about eligibility, one probably shouldn't forget about medicare.

Other search terms related to eligibility and their ratings are:
★★★★★ medicare
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