Fibonacci numbers repeat so often in the wild — sunflower spirals, rabbit-problem textbooks, spreadsheet roundings — that "is this number Fibonacci?" comes up constantly. A quick glance works up to 21, but beyond that the sequence jumps by the golden ratio per step, and guessing whether 75025 or 121393 sits in the list is exactly the kind of thing eyeballs get wrong.
Fibonacci Number Test decides definitively using the classic Lucas identity: n is Fibonacci exactly when 5n squared plus 4 or 5n squared minus 4 is a perfect square. BigInt square roots make the check exact at any size, a confirmed number gets its exact index, and a rejected one gets its Fibonacci neighbors so you can see where it actually sits. Batches of 10,000 values test in one pass, and everything runs in your browser with nothing uploaded.