diff --git a/cirq/json_resolver_cache.py b/cirq/json_resolver_cache.py
index 02ab3265b6c..bc50de01da1 100644
--- a/cirq/json_resolver_cache.py
+++ b/cirq/json_resolver_cache.py
@@ -153,6 +153,8 @@ def _symmetricalqidpair(qids):
         'LineQubit': cirq.LineQubit,
         'LineQid': cirq.LineQid,
         'LineTopology': cirq.LineTopology,
+        'Linspace': cirq.Linspace,
+        'ListSweep': cirq.ListSweep,
         'MatrixGate': cirq.MatrixGate,
         'MixedUnitaryChannel': cirq.MixedUnitaryChannel,
         'MeasurementKey': cirq.MeasurementKey,
@@ -187,6 +189,8 @@ def _symmetricalqidpair(qids):
         'PhasedISwapPowGate': cirq.PhasedISwapPowGate,
         'PhasedXPowGate': cirq.PhasedXPowGate,
         'PhasedXZGate': cirq.PhasedXZGate,
+        'Points': cirq.Points,
+        'Product': cirq.Product,
         'ProductState': cirq.ProductState,
         'ProductOfSums': cirq.ProductOfSums,
         'ProjectorString': cirq.ProjectorString,
@@ -219,6 +223,7 @@ def _symmetricalqidpair(qids):
         'TwoQubitDiagonalGate': cirq.TwoQubitDiagonalGate,
         'TwoQubitGateTabulation': cirq.TwoQubitGateTabulation,
         '_UnconstrainedDevice': cirq.devices.unconstrained_device._UnconstrainedDevice,
+        '_Unit': cirq.study.sweeps._Unit,
         'VarianceStoppingCriteria': cirq.work.VarianceStoppingCriteria,
         'VirtualTag': cirq.VirtualTag,
         'WaitGate': cirq.WaitGate,
@@ -233,6 +238,7 @@ def _symmetricalqidpair(qids):
         'YPowGate': cirq.YPowGate,
         'YYPowGate': cirq.YYPowGate,
         '_ZEigenState': cirq.value.product_state._ZEigenState,  # type: ignore
+        'Zip': cirq.Zip,
         'ZPowGate': cirq.ZPowGate,
         'ZZPowGate': cirq.ZZPowGate,
         # Old types, only supported for backwards-compatibility
diff --git a/cirq/protocols/json_test_data/Linspace.json b/cirq/protocols/json_test_data/Linspace.json
new file mode 100644
index 00000000000..3540f47a3da
--- /dev/null
+++ b/cirq/protocols/json_test_data/Linspace.json
@@ -0,0 +1,7 @@
+{
+  "cirq_type": "Linspace",
+  "key": "a",
+  "start": 0,
+  "stop": 1,
+  "length": 4
+}
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/Linspace.repr b/cirq/protocols/json_test_data/Linspace.repr
new file mode 100644
index 00000000000..4187be669c6
--- /dev/null
+++ b/cirq/protocols/json_test_data/Linspace.repr
@@ -0,0 +1 @@
+cirq.Linspace("a", start=0, stop=1, length=4)
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/ListSweep.json b/cirq/protocols/json_test_data/ListSweep.json
new file mode 100644
index 00000000000..3632dd7c3b1
--- /dev/null
+++ b/cirq/protocols/json_test_data/ListSweep.json
@@ -0,0 +1,23 @@
+{
+  "cirq_type": "ListSweep",
+  "resolver_list": [
+    {
+      "cirq_type": "ParamResolver",
+      "param_dict": [
+        [
+          "a",
+          0.1
+        ]
+      ]
+    },
+    {
+      "cirq_type": "ParamResolver",
+      "param_dict": [
+        [
+          "b",
+          0.2
+        ]
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/ListSweep.repr b/cirq/protocols/json_test_data/ListSweep.repr
new file mode 100644
index 00000000000..d70ca38dc54
--- /dev/null
+++ b/cirq/protocols/json_test_data/ListSweep.repr
@@ -0,0 +1 @@
+cirq.ListSweep([cirq.ParamResolver({'a': 0.1}), cirq.ParamResolver({'b': 0.2})])
diff --git a/cirq/protocols/json_test_data/Points.json b/cirq/protocols/json_test_data/Points.json
new file mode 100644
index 00000000000..cacf7424ec4
--- /dev/null
+++ b/cirq/protocols/json_test_data/Points.json
@@ -0,0 +1,8 @@
+{
+  "cirq_type": "Points",
+  "key": "a",
+  "points": [
+    0,
+    0.4
+  ]
+}
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/Points.repr b/cirq/protocols/json_test_data/Points.repr
new file mode 100644
index 00000000000..ee6177b512f
--- /dev/null
+++ b/cirq/protocols/json_test_data/Points.repr
@@ -0,0 +1 @@
+cirq.Points('a', [0, 0.4])
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/Product.json b/cirq/protocols/json_test_data/Product.json
new file mode 100644
index 00000000000..2dec21282ea
--- /dev/null
+++ b/cirq/protocols/json_test_data/Product.json
@@ -0,0 +1,19 @@
+{
+  "cirq_type": "Product",
+  "factors": [
+    {
+      "cirq_type": "Linspace",
+      "key": "a",
+      "start": 0,
+      "stop": 1,
+      "length": 2
+    },
+    {
+      "cirq_type": "Linspace",
+      "key": "b",
+      "start": 0,
+      "stop": 2,
+      "length": 4
+    }
+  ]
+}
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/Product.repr b/cirq/protocols/json_test_data/Product.repr
new file mode 100644
index 00000000000..8d5b48096e5
--- /dev/null
+++ b/cirq/protocols/json_test_data/Product.repr
@@ -0,0 +1 @@
+cirq.Product(cirq.Linspace('a', start=0, stop=1, length=2), cirq.Linspace('b', start=0, stop=2, length=4))
diff --git a/cirq/protocols/json_test_data/Zip.json b/cirq/protocols/json_test_data/Zip.json
new file mode 100644
index 00000000000..204afeacf57
--- /dev/null
+++ b/cirq/protocols/json_test_data/Zip.json
@@ -0,0 +1,19 @@
+{
+  "cirq_type": "Zip",
+  "sweeps": [
+    {
+      "cirq_type": "Linspace",
+      "key": "a",
+      "start": 0,
+      "stop": 1,
+      "length": 2
+    },
+    {
+      "cirq_type": "Linspace",
+      "key": "b",
+      "start": 0,
+      "stop": 2,
+      "length": 4
+    }
+  ]
+}
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/Zip.repr b/cirq/protocols/json_test_data/Zip.repr
new file mode 100644
index 00000000000..581f64b9306
--- /dev/null
+++ b/cirq/protocols/json_test_data/Zip.repr
@@ -0,0 +1 @@
+cirq.Zip(cirq.Linspace('a', start=0, stop=1, length=2), cirq.Linspace('b', start=0, stop=2, length=4))
diff --git a/cirq/protocols/json_test_data/_Unit.json b/cirq/protocols/json_test_data/_Unit.json
new file mode 100644
index 00000000000..e3bbc8871a6
--- /dev/null
+++ b/cirq/protocols/json_test_data/_Unit.json
@@ -0,0 +1,3 @@
+{
+  "cirq_type": "_Unit"
+}
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/_Unit.repr b/cirq/protocols/json_test_data/_Unit.repr
new file mode 100644
index 00000000000..5be8f114f1d
--- /dev/null
+++ b/cirq/protocols/json_test_data/_Unit.repr
@@ -0,0 +1 @@
+cirq.UnitSweep
\ No newline at end of file
diff --git a/cirq/protocols/json_test_data/spec.py b/cirq/protocols/json_test_data/spec.py
index eb1581301c9..83d0a5ebd5a 100644
--- a/cirq/protocols/json_test_data/spec.py
+++ b/cirq/protocols/json_test_data/spec.py
@@ -40,14 +40,10 @@
         'KakDecomposition',
         'LinearCombinationOfGates',
         'LinearCombinationOfOperations',
-        'Linspace',
-        'ListSweep',
         'PauliSumCollector',
         'PauliSumExponential',
         'PeriodicValue',
         'PointOptimizationSummary',
-        'Points',
-        'Product',
         'QasmArgs',
         'QasmOutput',
         'QuantumState',
@@ -59,10 +55,8 @@
         'TextDiagramDrawer',
         'Timestamp',
         'TwoQubitGateTabulationResult',
-        'UnitSweep',
         'StateVectorTrialResult',
         'ZerosSampler',
-        'Zip',
     ],
     should_not_be_serialized=[
         # Heatmaps
@@ -105,6 +99,7 @@
         'SimulatesFinalState',
         'StateVectorStepResult',
         'StepResultBase',
+        'UnitSweep',
         'NamedTopology',
         # protocols:
         'HasJSONNamespace',
diff --git a/cirq/study/sweeps.py b/cirq/study/sweeps.py
index 87fc5ea852b..6b2be3217c3 100644
--- a/cirq/study/sweeps.py
+++ b/cirq/study/sweeps.py
@@ -30,6 +30,7 @@
 import itertools
 import sympy
 
+from cirq import protocols
 from cirq._doc import document
 from cirq.study import resolver
 
@@ -196,6 +197,9 @@ def param_tuples(self) -> Iterator[Params]:
     def __repr__(self) -> str:
         return 'cirq.UnitSweep'
 
+    def _json_dict_(self) -> Dict[str, Any]:
+        return {}
+
 
 UnitSweep = _Unit()
 document(UnitSweep, """The singleton sweep with no parameters.""")
@@ -261,6 +265,13 @@ def __str__(self) -> str:
             factor_strs.append(factor_str)
         return ' * '.join(factor_strs)
 
+    def _json_dict_(self) -> Dict[str, Any]:
+        return protocols.obj_to_dict_helper(self, ['factors'])
+
+    @classmethod
+    def _from_json_dict_(cls, factors, **kwargs):
+        return Product(*factors)
+
 
 class Zip(Sweep):
     """Zip product (direct sum) of one or more sweeps.
@@ -311,6 +322,13 @@ def __str__(self) -> str:
             return 'Zip()'
         return ' + '.join(str(s) if isinstance(s, Product) else repr(s) for s in self.sweeps)
 
+    def _json_dict_(self) -> Dict[str, Any]:
+        return protocols.obj_to_dict_helper(self, ['sweeps'])
+
+    @classmethod
+    def _from_json_dict_(cls, sweeps, **kwargs):
+        return Zip(*sweeps)
+
 
 class SingleSweep(Sweep):
     """A simple sweep over one parameter with values from an iterator."""
@@ -364,6 +382,9 @@ def _values(self) -> Iterator[float]:
     def __repr__(self) -> str:
         return f'cirq.Points({self.key!r}, {self.points!r})'
 
+    def _json_dict_(self) -> Dict[str, Any]:
+        return protocols.obj_to_dict_helper(self, ["key", "points"])
+
 
 class Linspace(SingleSweep):
     """A simple sweep over linearly-spaced values."""
@@ -399,6 +420,9 @@ def __repr__(self) -> str:
             f'stop={self.stop!r}, length={self.length!r})'
         )
 
+    def _json_dict_(self) -> Dict[str, Any]:
+        return protocols.obj_to_dict_helper(self, ["key", "start", "stop", "length"])
+
 
 class ListSweep(Sweep):
     """A wrapper around a list of `ParamResolver`s."""
@@ -444,6 +468,9 @@ def param_tuples(self) -> Iterator[Params]:
     def __repr__(self) -> str:
         return f'cirq.ListSweep({self.resolver_list!r})'
 
+    def _json_dict_(self) -> Dict[str, Any]:
+        return protocols.obj_to_dict_helper(self, ["resolver_list"])
+
 
 def _params_without_symbols(resolver: resolver.ParamResolver) -> Params:
     for sym, val in resolver.param_dict.items():