At a random guess it's due to sanctions. You could as a last chance try a specialist travel agent like Propeller travel (often cited on here, I have never used them) and if they can't book anything maybe contact a traditional travel agent in Rangoon and see what they can do?
https://propellertravel.com/
Possible agents in Rangoon

Eg. Sun Far Travel
Address : 8th Floor, Building C, Shwe Pyae Sone Market, Mingalar Market Compound, Mingalar Taung Nyunt Township, Yangon Region, Myanmar.
Email :[email protected]
Hotline :09 448001662
The advantage of talking to a local agent is that they will.know what does and doesn't work. I wonder whether making a payment using a foreign card might be troublesome though.