What first aid treatment do you take if sanitizing chemical agent goes to your eyes?

This depends on the chemical.

An emetic may bring up the chemicals, and a lot of water may dilute them.

For dangerous chemicals you may need to seek help immediately by calling 911 (or 999 in the UK).