diff --git a/cmd/query/app/querysvc/adjuster/ipattribute.go b/cmd/query/app/querysvc/adjuster/ipattribute.go
new file mode 100644
index 00000000000..6b14769e305
--- /dev/null
+++ b/cmd/query/app/querysvc/adjuster/ipattribute.go
@@ -0,0 +1,72 @@
+package adjuster
+
+import (
+	"bytes"
+	"encoding/binary"
+	"strconv"
+
+	"go.opentelemetry.io/collector/pdata/pcommon"
+	"go.opentelemetry.io/collector/pdata/ptrace"
+)
+
+var ipAttributesToCorrect = map[string]struct{}{
+	"ip":        {},
+	"peer.ipv4": {},
+}
+
+// IPAttribute returns an adjuster that replaces numeric "ip" attributes,
+// which usually contain IPv4 packed into uint32, with their string
+// representation (e.g. "8.8.8.8"").
+func IPAttribute() Adjuster {
+	adjustAttributes := func(attributes pcommon.Map) {
+		adjusted := make(map[string]string)
+
+		attributes.Range(func(k string, v pcommon.Value) bool {
+			if _, ok := ipAttributesToCorrect[k]; !ok {
+				return true
+			}
+			var value uint32
+			switch v.Type() {
+			case pcommon.ValueTypeInt:
+				//nolint: gosec // G115
+				value = uint32(v.Int())
+			case pcommon.ValueTypeDouble:
+				value = uint32(v.Double())
+			default:
+				return true
+			}
+			var buf [4]byte
+			binary.BigEndian.PutUint32(buf[:], value)
+			var sBuf bytes.Buffer
+			for i, b := range buf {
+				if i > 0 {
+					sBuf.WriteRune('.')
+				}
+				sBuf.WriteString(strconv.FormatUint(uint64(b), 10))
+			}
+			adjusted[k] = sBuf.String()
+			return true
+		})
+
+		for k, v := range adjusted {
+			attributes.PutStr(k, v)
+		}
+	}
+
+	return Func(func(traces ptrace.Traces) (ptrace.Traces, error) {
+		resourceSpans := traces.ResourceSpans()
+		for i := 0; i < resourceSpans.Len(); i++ {
+			rs := resourceSpans.At(i)
+			scopeSpans := rs.ScopeSpans()
+			for j := 0; j < scopeSpans.Len(); j++ {
+				ss := scopeSpans.At(j)
+				spans := ss.Spans()
+				for k := 0; k < spans.Len(); k++ {
+					span := spans.At(k)
+					adjustAttributes(span.Attributes())
+				}
+			}
+		}
+		return traces, nil
+	})
+}
diff --git a/cmd/query/app/querysvc/adjuster/ipattribute_test.go b/cmd/query/app/querysvc/adjuster/ipattribute_test.go
new file mode 100644
index 00000000000..355e0b4c3fc
--- /dev/null
+++ b/cmd/query/app/querysvc/adjuster/ipattribute_test.go
@@ -0,0 +1,47 @@
+package adjuster
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+	"go.opentelemetry.io/collector/pdata/ptrace"
+)
+
+func TestIPAttributeAdjuster(t *testing.T) {
+	traces := ptrace.NewTraces()
+	spans := traces.ResourceSpans().AppendEmpty().ScopeSpans().AppendEmpty().Spans()
+
+	spanA := spans.AppendEmpty()
+	spanA.Attributes().PutInt("a", 42)
+	spanA.Attributes().PutStr("ip", "not integer")
+	spanA.Attributes().PutInt("ip", 1<<24|2<<16|3<<8|4)
+	spanA.Attributes().PutStr("peer.ipv4", "something")
+
+	spanB := spans.AppendEmpty()
+	spanB.Attributes().PutDouble("ip", 1<<25|2<<16|3<<8|4)
+
+	trace, err := IPAttribute().Adjust(traces)
+	require.NoError(t, err)
+
+	span := trace.ResourceSpans().At(0).ScopeSpans().At(0).Spans()
+	attributesA := span.At(0).Attributes()
+
+	val, ok := attributesA.Get("a")
+	require.True(t, ok)
+	require.EqualValues(t, 42, val.Int())
+
+	val, ok = attributesA.Get("ip")
+	require.True(t, ok)
+	require.EqualValues(t, "1.2.3.4", val.Str())
+
+	val, ok = attributesA.Get("peer.ipv4")
+	require.True(t, ok)
+	require.EqualValues(t, "something", val.Str())
+
+	attributesB := span.At(1).Attributes()
+
+	val, ok = attributesB.Get("ip")
+	require.True(t, ok)
+	require.EqualValues(t, "2.2.3.4", val.Str())
+
+}