diff --git a/chain/store/splitstore/snoop.go b/chain/store/splitstore/snoop.go
index 08faabd6c..3a2b5f43e 100644
--- a/chain/store/splitstore/snoop.go
+++ b/chain/store/splitstore/snoop.go
@@ -1,7 +1,6 @@
 package splitstore
 
 import (
-	"fmt"
 	"path/filepath"
 
 	"github.com/filecoin-project/go-state-types/abi"
@@ -22,5 +21,5 @@ func NewTrackingStore(path string, useLMDB bool) (TrackingStore, error) {
 		return NewLMDBTrackingStore(filepath.Join(path, "snoop.lmdb"))
 	}
 
-	return nil, fmt.Errorf("TODO: non-lmdb livesets")
+	return NewBoltTrackingStore(filepath.Join(path, "snoop.bolt"))
 }
diff --git a/chain/store/splitstore/snoop_bolt.go b/chain/store/splitstore/snoop_bolt.go
new file mode 100644
index 000000000..015a11838
--- /dev/null
+++ b/chain/store/splitstore/snoop_bolt.go
@@ -0,0 +1,102 @@
+package splitstore
+
+import (
+	"time"
+
+	"golang.org/x/xerrors"
+
+	cid "github.com/ipfs/go-cid"
+	bolt "go.etcd.io/bbolt"
+
+	"github.com/filecoin-project/go-state-types/abi"
+)
+
+type BoltTrackingStore struct {
+	db       *bolt.DB
+	bucketId []byte
+}
+
+var _ TrackingStore = (*BoltTrackingStore)(nil)
+
+func NewBoltTrackingStore(path string) (*BoltTrackingStore, error) {
+	db, err := bolt.Open(path, 0644,
+		&bolt.Options{
+			Timeout: 1 * time.Second,
+		})
+	if err != nil {
+		return nil, err
+	}
+
+	bucketId := []byte("snoop")
+	err = db.Update(func(tx *bolt.Tx) error {
+		_, err := tx.CreateBucketIfNotExists(bucketId)
+		if err != nil {
+			return xerrors.Errorf("error creating bolt db bucket %s: %w", string(bucketId), err)
+		}
+		return nil
+	})
+
+	if err != nil {
+		db.Close() //nolint:errcheck
+		return nil, err
+	}
+
+	return &BoltTrackingStore{db: db, bucketId: bucketId}, nil
+}
+
+func (s *BoltTrackingStore) Put(cid cid.Cid, epoch abi.ChainEpoch) error {
+	val := epochToBytes(epoch)
+	return s.db.Batch(func(tx *bolt.Tx) error {
+		b := tx.Bucket(s.bucketId)
+		return b.Put(cid.Hash(), val)
+	})
+}
+
+func (s *BoltTrackingStore) PutBatch(cids []cid.Cid, epoch abi.ChainEpoch) error {
+	val := epochToBytes(epoch)
+	return s.db.Batch(func(tx *bolt.Tx) error {
+		b := tx.Bucket(s.bucketId)
+		for _, cid := range cids {
+			err := b.Put(cid.Hash(), val)
+			if err != nil {
+				return err
+			}
+		}
+		return nil
+	})
+}
+
+func (s *BoltTrackingStore) Get(cid cid.Cid) (epoch abi.ChainEpoch, err error) {
+	err = s.db.View(func(tx *bolt.Tx) error {
+		b := tx.Bucket(s.bucketId)
+		val := b.Get(cid.Hash())
+		if val == nil {
+			return xerrors.Errorf("missing tracking epoch for %s", cid)
+		}
+		epoch = bytesToEpoch(val)
+		return nil
+	})
+	return epoch, err
+}
+
+func (s *BoltTrackingStore) Delete(cid cid.Cid) error {
+	return s.db.Batch(func(tx *bolt.Tx) error {
+		b := tx.Bucket(s.bucketId)
+		return b.Delete(cid.Hash())
+	})
+}
+
+func (s *BoltTrackingStore) ForEach(f func(cid.Cid, abi.ChainEpoch) error) error {
+	return s.db.View(func(tx *bolt.Tx) error {
+		b := tx.Bucket(s.bucketId)
+		return b.ForEach(func(k, v []byte) error {
+			cid := cid.NewCidV1(cid.Raw, k)
+			epoch := bytesToEpoch(v)
+			return f(cid, epoch)
+		})
+	})
+}
+
+func (s *BoltTrackingStore) Close() error {
+	return s.db.Close()
+}
diff --git a/chain/store/splitstore/snoop_lmdb.go b/chain/store/splitstore/snoop_lmdb.go
index 21d596bfb..1eca73feb 100644
--- a/chain/store/splitstore/snoop_lmdb.go
+++ b/chain/store/splitstore/snoop_lmdb.go
@@ -20,7 +20,7 @@ type LMDBTrackingStore struct {
 
 var _ TrackingStore = (*LMDBTrackingStore)(nil)
 
-func NewLMDBTrackingStore(path string) (TrackingStore, error) {
+func NewLMDBTrackingStore(path string) (*LMDBTrackingStore, error) {
 	env, err := lmdb.NewEnv()
 	if err != nil {
 		return nil, xerrors.Errorf("failed to initialize LMDB env: %w", err)