In the 2000s Bulgarian archaeologists discovered an ancient Thracian surface tomb and sanctuary in the immediate proximity of the village, and it was soon recognized as an exclusive religious centre in the region of importance to the whole region according to head archaeologist Nikolay Ovcharov. Latest archaeological finds date the earliest settlement to 4000 BC. According to Ovcharov, the site is the sanctuary and tomb of an influential Thracian leader who was deified after his death. He also links it with the cult of Orpheus. The ancient sources describe the ritual of burying leaders overground, on the top of a hill (as opposed to in a mound), as extremely rare, mentioning only Orpheus and Rhesus as two of the leaders who were buried this way and as Orpheus was buried in Leibethra close to Olympus,Greece it only leaves Rhesus as a candidate though both of the characters are mythological and may have never existed.
Around 30 clay altars and other items from the 19th-18th century BC have been excavated, as well as an idol, a nude male figure from the Iron Age, proving the sanctuary was used without interruption in the period. A stone wall was erected surrounding the hill between the 4th and the 1st century BC, and the temple was constructed shortly thereafter, with the religious complex gradually expanding and the religious activity worshipping the man buried in Tatul shifting to the mausoleum that was built. Several new buildings were constructed in the 2nd-3rd century AD and the Christianization of the Rhodopes in the late 4th-early 5th century resulted in the conversion of the complex into a local ruler's domain featuring a defensive tower. The complex also suffered from two earthquakes, once in the 12th century BC and once in the 14th century AD.
As the conservation of the site began shortly after the excavations started, it is developing as a tourist destination, with the infrastructure being renewed and created and the Tatul Thracian complex already welcoming tourists.
Tatul Island off Robert Island, in the South Shetland Islands is named after Tatul.