I am not sure if lesser known brands or tyre size can increase fuel consumption until almost 30%.

Unless those tires are really heavy increasing your unsprung weight + tyre pressure + ineffective traction.

If this is the case then saving on cost of tyre is really not effective as the consumption is up by 30% and multiply that by 2-3 years of lifespan. You will be paying more.