Graham's guests are Hollywood stars Zoe Saldaña and Selena Gomez, comedy great Miranda Hart, the Doctor, Ncuti Gatwa, and Hollywood great Kevin Kline.
| Name | Type | Role | |
|---|---|---|---|
| Rag'n'Bone Man | Musical Guest | ||
| Ncuti Gatwa | Guest Star | ||
| Zoe Saldaña | Guest Star | ||
| Kevin Kline | Guest Star | ||
| Selena Gomez | Guest Star | ||
| Miranda Hart | Guest Star | ||
| Toby Baker | Director |