What's actually happening
Your pump lost its prime during the outage and hasn't gotten it back. That's the short version.
A pool pump works by pulling water up from the pool, through the basket, and pushing it out to the filter. It only does that when it's full of water. If air gets into the picture, the pump spins but doesn't move much, and the air pools up right in the clear basket where you can see it.
When the power drops, the motor stops. Water in the pump and the suction pipe wants to drain back toward the pool. If everything's sealed tight, only a little drains and the pump re-primes fast on restart.
If there's even a pinhole leak on the suction side, water drains back further and air takes its place. Now the pump comes back on with a mouthful of air and can't get a grip.
So the honest answer is usually this: the outage didn't break your pump. It revealed a small leak that was already there, hiding because the pump ran often enough to muscle past it.
The usual suspects, in order
Start with the simplest cause and work down. Most of these you can rule in or out in ten minutes.
First is a plain loss of prime. The pump drained back during the outage and just needs to be refilled and given time to pull water up. No leak, no drama. This is where most people find their fix.
Second is the lid O-ring. That clear lid seals on a rubber ring, and sitting idle can let a marginal ring dry out or shift. A dry or pinched O-ring is one of the most common air-in sources on any pool.
Third is a suction-side fitting leak. The union right in front of the pump, the pump's own drain plugs, and glued PVC joints are all candidates. These only pull air, they don't drip water, which is why people miss them.
Fourth is low water at the skimmer. If the pool level dropped below the skimmer mouth, the skimmer sucks air straight in. Easy to check, easy to fix with a hose.
Farther down the list: an automation valve that reset during the outage, or a cracked basket or housing on an older pump. Less common, but worth a look if the easy stuff doesn't solve it.
- Lost prime (needs refill and time)
- Dry or misseated lid O-ring
- Loose union or drain plug on the suction side
- Low pool water below the skimmer
- Reset automation valve
- Cracked basket or housing (older pumps)