The muon $$g-2$$
g
-
2
anomaly was strengthened by recent experimental results at Fermilab, which may be signatures of new physics. A scenario of leptophilic scalar $$\phi _L$$
ϕ
L
accounting for the muon $$g-2$$
g
-
2
anomaly is investigated in this paper. Although a light $$\phi _L$$
ϕ
L
mainly decaying into standard model (SM) particles has been excluded by experiments, a dark leptophilic scalar $$\phi _L$$
ϕ
L
predominantly decaying into invisible fermionic dark matter (DM) $$\chi {\bar{\chi }}$$
χ
χ
¯
is still allowed. Considering the decay mode $$\phi _L \rightarrow \chi {\bar{\chi }}$$
ϕ
L
→
χ
χ
¯
opened (here $$m_{\phi _L} = 3 m_\chi $$
m
ϕ
L
=
3
m
χ
), the coupling preferred by the muon $$g-2$$
g
-
2
and the $$\phi _L-\chi $$
ϕ
L
-
χ
coupling are derived. The light/heavy $$\phi _L$$
ϕ
L
(roughly 1 GeV as a benchmark value) can be tested by future experiments via DM/SM decay modes, and the contribution of $$\phi _L$$
ϕ
L
to the anomalous magnetic moment of the tau lepton could be investigated at lepton colliders. The search for $$\chi $$
χ
via $$\chi $$
χ
-electron scattering in direct detection of DM is not sensitive due to a tiny $$\phi _L$$
ϕ
L
-electron coupling, especially for $$m_\chi > rsim m_\mu $$
m
χ
≳
m
μ
.