2005–2008: Eurovision Song Contest and 10th World Music Award
BoBo's next studio album, Pirates of Dance, was released in February 2005, and included two singles called "Pirates of Dance" and "Amazing Life". The album shot straight to No. 1 in Switzerland. BoBo and his crew began the Pirates of Dance Tour in April 2005. They took off in Switzerland, followed by Germany and Poland, which concluded with two concerts in Disneyland and Paris. 2005 was the year that made DJ BoBo Switzerland's Best Selling Recording Artist of the Year for the 10th time.
BoBo released his greatest hits album in 2006, which contained reworked versions of some of his previous songs, and some remaining in their original package. The single "Secrets of Love", which was released before the album, was a pop-dance duet with 1980s star Sandra. The song's music video was filmed at Disney Resort Paris. His greatest hits compilation eventually earned BoBo a Gold certification in Switzerland.
On 11 October 2006, DJ BoBo announced in a press conference that he had applied to represent Switzerland at the Eurovision Song Contest 2007.
In past years, Switzerland's entry had not always been a Swiss national. Most notably, Canadian Celine Dion won the Eurovision Song Contest 1988 representing Switzerland. In DJ BoBo's press conference, he told reporters that "It's a shame for Swiss tax payer money from the TV licence fees go to fund a foreign act, and the people should resist that."
In December 2006, the Swiss TV council announced that they had chosen BoBo out of over 200 applicants to represent Switzerland in Helsinki, Finland. Following the selection, the council was criticised for not being fair towards lesser known Swiss artists. On 21 February 2007, DJ BoBo revealed both the song and the video for the contest: "Vampires Are Alive". Despite being one of the favorites to win the contest according to bookmakers, the song failed to get past the semi-final stage on 12 May. It finished twentieth out of 28 semi-finalists.
DJ BoBo released his next album, Vampires, on 11 May 2007, which climbed as high as No. 2 on the Swiss album chart. The first single, "Vampires Are Alive", reached No. 3 in Switzerland and charted moderately in the rest of the German-speaking countries, but gained success in Finland, where it reached No. 7. Two other singles were released, "We Gotta Hold On" and "Because of You" off the album Vampires.
In 2007, BoBo was chosen to sing the official 2008 UEFA European Football Championship song. On his website, BoBo presented a poll to choose which song out of two would be the official song. Eventually, "Olé Olé" was chosen over "Let the Games Begin". On 11 April 2008, "Olé Olé" was released as a single, being accompanied by an album called Olé Olé – Party. The album included five new songs, nine party hits, a medley, a newly remixed version of BoBo's hit "Everybody", and a new version of "Vampires Are Alive" titled "EAPM Remix".