Shapely: Can't package with pipenv and cx_freeze: OSError: Could not find lib geos_c.dll or load any of its variants []

Expected behavior and actual behavior.

When freezing my python3.8 program into an msi using cx_freeze, the msi works on the computer it was built on but not on other hosts.
The error message is: OSError: Could not find lib geos_c.dll or load any of its variants [].

Steps to reproduce the problem.

Pipfile:

[[source]]
name = "pypi"
url = "https://pypi.org/simple"
verify_ssl = true

[packages]
cx_Freeze = "==6.2"
shapely = "==1.7.1"

[requires]
python_version = "3.8"

[scripts]
build = "python setup.py bdist_msi"

setup.py:

from cx_Freeze import setup, Executable

if __name__ == "__main__":
    APP = Executable(
        script="test.py",
        base=None,
        targetName="test",  # executable name avaiable in cli after installation
    )

    setup(
        name="test",
        options={
            "build_exe": {},
            "bdist_msi": {
                "add_to_path": True,
                "all_users": True,  # require admin rights
            },
        },
        executables=[APP],
    )

test.py:

from shapely.geometry import LineString

pallet_line_string = LineString(
    [
        (0, 0),
        (10, 0),
        (10, 20),
        (0, 20),
        (0, 0),
    ]
)
print(pallet_line_string)

Operating system

Windows 10

Shapely version and provenance

1.7.1 installed from PyPI using pipenv