Researchers said the Proterocladus antiquus seaweed was about the size of a rice grain and boasted numerous thin branches, thriving in shallow water while attached to the seafloor with a root-like structure.
It carpeted areas of the seafloor roughly 1 billion years ago and was part of a primordial revolution among life on Earth.
The fossils were found in rocks from what is now northern China.
It may seem small, but Proterocladus — a form of green algae — was one of the largest organisms of its time, sharing the seas mainly with bacteria and other microbes.
It engaged in photosynthesis, transforming energy from sunlight into chemical energy and producing oxygen.
"Proterocladus antiquus is a close relative of the ancestor of all green plants alive today," lead report author Qing Tang, a Virginia Tech post-doctoral researcher in paleobiology, said.
Mr Tang detected the fossils in rock dug up in Liaoning Province near the city of Dalian. His study was published in the journal Nature Ecology & Evolution.
Oldest unambiguous green plant fossil
Earth's biosphere depends heavily on plants for food and oxygen. The first land plants, thought to be descendants of green seaweeds, appeared about 450 million years ago.
There was an evolutionary shift on Earth perhaps 2 billion years ago, from simple bacteria-like cells to the first members of a group called eukaryotes, that spans fungi, plants and animals.
The first plants were single-celled organisms. The transition to multicellular plants like Proterocladus was a pivotal development that paved the way for the riot of plants that have inhabited the world ever since.
Proterocladus is 200 million years older than the previous earliest-known green seaweed, which is 800 million years old.
One of its modern relatives is a type of edible seaweed called sea lettuce.
Proterocladus represents the oldest unambiguous green plant fossil.
Fossils of possible older single-celled green plants are still a matter of debate.
Plants were not the first to practise photosynthesis. They had an ancestor that apparently acquired the photosynthesis cellular apparatus from a type of bacteria called cyanobacteria.
This ancestor of all green plants gave rise to two major branches. One of them includes some aquatic plants and all land plants, while the other - the group to which Proterocladus belongs — is made up exclusively of aquatic plants.
"Proterocladus antiquus is the sister of the evolutionary great, great grandmother of all green plants alive today," said Virginia Tech paleobiologist and study co-author Shuhai Xiao.