Does "Maximum Assistance or Loan Amount" represent how much a consumer personally qualifies for based on their entries, or is that the max available to anyone?

This amount  represents the maximum amount available under the program rules. Those details can be found in the Expanded View of each program returned in the search results. The program administrators always have the final say on individual eligibility.