If AAOI converts early
800G momentum into repeatable
hyperscaler volumes, it can compound share faster than the market while improving mix and factory absorption. The stock’s upside is path-dependent (
qualification +
yield + funding), but successful execution can justify a peer-like revenue
multiple rather than a distressed, cyclical one—driving a 2–5× style outcome by 2031.