This paper outlines new evidence on what happens when questions from major social surveys are asked of online survey panellists. The paper shows how difficult it is to control for 'panellist bias' and produce unbiased population estimates but also that, for some statistics, panel data can provide a surprisingly close match to the gold standard surveys of government.