Twitter Cards cannot be used without applying for them.
・Card Validator | Twitter Developers
Unlike Facebook where OGP settings are reflected immediately, it seems to be different, so make sure to apply in advance.
・Twitterカード | Twitter Developers
・Twitter Cardsの申請をしてみたよというお話。 | okaoka.net
That’s all from the Gemba.