For the last 8 years or so, ~April 20th has been very safe. I usually pick the first weekend after ~April 15th, which doesn't have an overnight low under 38 on the 10 day forecast. Haven't had an issue yet.
Thankfully some of the stores are starting to break the "rule", because for a long time it was impossible to even get plants before Mother's Day.