Blincoe was born in Rochdale, Lancashire in 1965. After briefly studying art at Middlesex Polytechnic he attended the University of Warwick where he studied Philosophy, gaining a PhD in 1993. The thesis was entitled Depression and Economics. The thesis explored the relationship between political sciences and economic theories, with particular reference to the philosophy of Jacques Derrida.

Blincoe released a Hip-Hop record on Manchester's Factory Records in 1987 and his subsequent relationship with Factory records and the nightclub The Haçienda informed his early work.

In 1995, Blincoe married the Bethlehem Palestinian film-maker Leila Sansour, director of the documentary Jeremy Hardy vs The Israeli Army (2003).

Blincoe has written for British radio and television, including episodes of the BBC TV series Waking The Dead and Channel 4's Goldplated. As a critic and reviewer he has worked for the Modern Review, under the editorship of Toby Young and Julie Burchill. He was a columnist for the London Daily Telegraph until September 2006, writing the weekly 'Marginalia' column.

He is the author of six novels, Acid Casuals (1995), Jello Salad (1997), Manchester Slingback (1998), The Dope Priest (1999), White Mice (2002), Burning Paris (2004). He was a founding member of the New Puritans literary movement and co-edited (with Matt Thorne) the anthology 'All Hail The New Puritans' (2000) which included contributions from Alex Garland, Toby Litt, Geoff Dyer, Daren King, Simon Lewis, and Scarlett Thomas.

Blincoe won the Crime Writer's Association Silver Dagger for his novel Manchester Slingback in 1998. His early novels were crime thrillers set in or around his native Lancashire and the clubs of Manchester.

Some of his more recent novels reflect his life split between homes in London and Bethlehem. He is also a co-editor of a book on the International Solidarity Movement Peace Under Fire: Israel/Palestine and the International Solidarity Movement (2003) with Josie Sandercock, Radhika Sainath, Marissa Mcloughlin, Hussein Khalili, Huwaida Arraf and Ghassan Andoni.