Highlights •The modification of fracturing fluid thickener by atom transfer radical addition is relatively few.•This paper simplifies the steps of atom transfer radical addition(not synthesize macromolecular initiator), which is conducive to industrial production.•Compared with the unmodified guar gum, the modified guar gum has obvious thickening ability and thermal stability.