Can I get my money back if I've paid for an ETA through an unofficial website?

Unofficial sites offering to obtain Electronic Travel Authorisations (ETAs) to enter the UK have been charging upwards of £80, despite being no easier or quicker to use than the official site that charges only £10. If you've already paid, can you get your money back?