Back up database locally, import in your localhost phpMyAdmin and run the following commnad" mysql -u [USER_NAME] -p -e "SHOW TABLES IN [DATABASE_NAME];" | tail -n +2 | xargs -I '{}' echo "ALTER TABLE {} ENGINE=INNODB;" > alter_table.sql perl -p -i -e 's/(search_[a-z_]+ ENGINE=)INNODB/\1MYISAM/g' alter_table.sql Generally MyIsam consume less RAM compared to InnoDB, but InnoDB is a bit faster, I personally think that this is unnecessary operation for most blogs, keep it the way it is.
I use it on all my blogs unless the table needs full text indexing. We don't do any optimization for MyISAM so it makes sense for us to keep everything in InnoDB. Is there a specific reason you are looking to switch?