diff --git a/sdk/go/classifier.go b/sdk/go/classifier.go
index b3363f4..d9babc2 100644
--- a/sdk/go/classifier.go
+++ b/sdk/go/classifier.go
@@ -178,3 +178,106 @@ func Classify(ctx context.Context, inputs, labels []string) ([]Result, error) {
 	}
 	return res.Results, nil
 }
+
+// Dimension configures one classification dimension. Labels is required;
+// Instructions is optional guidance for ambiguous labels.
+type Dimension struct {
+	Labels       []string `json:"labels"`
+	Instructions string   `json:"instructions,omitempty"`
+}
+
+// DimensionRequest is the body of POST /v1/classify with dimensions.
+type DimensionRequest struct {
+	Items      []string             `json:"items"`
+	Dimensions map[string]Dimension `json:"dimensions"`
+	Tier       string               `json:"tier,omitempty"`
+}
+
+// DimensionFieldResult is one field in a multi-dimensional classification.
+type DimensionFieldResult struct {
+	Label      string             `json:"label"`
+	Confidence *float64           `json:"confidence"`
+	Scores     map[string]float64 `json:"scores"`
+	Model      string             `json:"model"`
+	MS         int                `json:"ms"`
+	Escalated  bool               `json:"escalated"`
+	Unscored   string             `json:"unscored,omitempty"`
+}
+
+// DimensionResult is one item's classification across all requested dimensions.
+type DimensionResult struct {
+	Dimensions map[string]DimensionFieldResult `json:"dimensions"`
+}
+
+// DimensionResponse is the body of a successful dimensions call.
+type DimensionResponse struct {
+	Tier       string   `json:"tier"`
+	Model      string   `json:"model"`
+	ModelsUsed []string `json:"modelsUsed"`
+	Results    []DimensionResult `json:"results"`
+	Usage      struct {
+		Items           int `json:"items"`
+		Dimensions      int `json:"dimensions"`
+		Classifications int `json:"classifications"`
+		Fallback        int `json:"fallback"`
+		Escalated       int `json:"escalated"`
+		MS              int `json:"ms"`
+	} `json:"usage"`
+}
+
+// ClassifyDimensions classifies items across multiple independent dimensions
+// in one call. Up to 20 dimensions and 1,000 item × dimension decisions.
+func (c *Client) ClassifyDimensions(ctx context.Context, req DimensionRequest) (*DimensionResponse, error) {
+	if len(req.Items) == 0 || len(req.Items) > 1000 {
+		return nil, errors.New("classifier.dev: items must hold 1 to 1,000 texts")
+	}
+	if len(req.Dimensions) == 0 || len(req.Dimensions) > 20 {
+		return nil, errors.New("classifier.dev: dimensions must hold 1 to 20 entries")
+	}
+	base := c.BaseURL
+	if base == "" {
+		base = "https://classifier.dev"
+	}
+	hc := c.HTTPClient
+	if hc == nil {
+		hc = http.DefaultClient
+	}
+	body, err := json.Marshal(req)
+	if err != nil {
+		return nil, err
+	}
+	httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, base+"/v1/classify", bytes.NewReader(body))
+	if err != nil {
+		return nil, err
+	}
+	httpReq.Header.Set("Content-Type", "application/json")
+	httpReq.Header.Set("User-Agent", "classifier-dev-go/0.1.0")
+	if c.APIKey != "" {
+		httpReq.Header.Set("Authorization", "Bearer "+c.APIKey)
+	}
+	res, err := hc.Do(httpReq)
+	if err != nil {
+		return nil, err
+	}
+	defer res.Body.Close()
+	raw, err := io.ReadAll(res.Body)
+	if err != nil {
+		return nil, err
+	}
+	if res.StatusCode != http.StatusOK {
+		e := &Error{Status: res.StatusCode, Message: fmt.Sprintf("HTTP %d", res.StatusCode), Code: "http_" + strconv.Itoa(res.StatusCode)}
+		_ = json.Unmarshal(raw, e)
+		if s, err := strconv.Atoi(res.Header.Get("Retry-After")); err == nil {
+			e.RetryAfter = time.Duration(s) * time.Second
+		}
+		return nil, e
+	}
+	var out DimensionResponse
+	if err := json.Unmarshal(raw, &out); err != nil {
+		return nil, fmt.Errorf("classifier.dev: bad response: %w", err)
+	}
+	if len(out.Results) != len(req.Items) {
+		return nil, fmt.Errorf("classifier.dev: %d results for %d items", len(out.Results), len(req.Items))
+	}
+	return &out, nil
+}
diff --git a/sdk/go/classifier_test.go b/sdk/go/classifier_test.go
index 91704c9..b7c493d 100644
--- a/sdk/go/classifier_test.go
+++ b/sdk/go/classifier_test.go
@@ -76,3 +76,93 @@ func TestSingleResultShape(t *testing.T) {
 		t.Fatalf("expected a shape error, got %v", err)
 	}
 }
+
+func TestClassifyDimensions(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		var body map[string]interface{}
+		_ = json.NewDecoder(r.Body).Decode(&body)
+		if _, ok := body["labels"]; ok {
+			t.Error("dimensions request must not carry labels")
+		}
+		items := body["items"].([]interface{})
+		dims := body["dimensions"].(map[string]interface{})
+		results := make([]map[string]interface{}, len(items))
+		for i := range items {
+			fields := map[string]interface{}{}
+			for name, dim := range dims {
+				d := dim.(map[string]interface{})
+				labels := d["labels"].([]interface{})
+				conf := 0.85
+				fields[name] = map[string]interface{}{
+					"label": labels[0], "confidence": conf,
+					"scores": map[string]interface{}{labels[0].(string): conf},
+					"model": "jev-test", "ms": 50,
+				}
+			}
+			results[i] = map[string]interface{}{"dimensions": fields}
+		}
+		out := map[string]interface{}{
+			"tier": "fast", "model": "jev-test", "modelsUsed": []string{"jev-test"},
+			"results": results, "usage": map[string]interface{}{
+				"items": len(items), "dimensions": len(dims),
+				"classifications": len(items) * len(dims),
+			},
+		}
+		_ = json.NewEncoder(w).Encode(out)
+	}))
+	defer srv.Close()
+
+	c := &Client{BaseURL: srv.URL}
+	res, err := c.ClassifyDimensions(context.Background(), DimensionRequest{
+		Items: []string{"checkout broke"},
+		Dimensions: map[string]Dimension{
+			"team": {Labels: []string{"billing", "platform"}},
+			"kind": {Labels: []string{"bug", "request"}, Instructions: "bug = broken"},
+		},
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(res.Results) != 1 {
+		t.Fatalf("expected 1 result, got %d", len(res.Results))
+	}
+	if res.Results[0].Dimensions["team"].Label != "billing" {
+		t.Errorf("expected billing, got %s", res.Results[0].Dimensions["team"].Label)
+	}
+	if res.Results[0].Dimensions["kind"].Label != "bug" {
+		t.Errorf("expected bug, got %s", res.Results[0].Dimensions["kind"].Label)
+	}
+}
+
+func TestClassifyDimensionsValidation(t *testing.T) {
+	cases := []struct {
+		name string
+		req  DimensionRequest
+		msg  string
+	}{
+		{"no items", DimensionRequest{Dimensions: map[string]Dimension{"a": {Labels: []string{"x", "y"}}}}, "items must hold 1 to 1,000 texts"},
+		{"no dimensions", DimensionRequest{Items: []string{"x"}}, "dimensions must hold 1 to 20 entries"},
+		{"empty dimensions", DimensionRequest{Items: []string{"x"}, Dimensions: map[string]Dimension{}}, "dimensions must hold 1 to 20 entries"},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			_, err := (&Client{}).ClassifyDimensions(context.Background(), tc.req)
+			if err == nil || err.Error() != "classifier.dev: "+tc.msg {
+				t.Fatalf("expected %q, got %v", tc.msg, err)
+			}
+		})
+	}
+}
+
+func TestClassifyDimensionsResultCountMismatch(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		_, _ = w.Write([]byte(`{"results":[]}`))
+	}))
+	defer srv.Close()
+	_, err := (&Client{BaseURL: srv.URL}).ClassifyDimensions(context.Background(), DimensionRequest{
+		Items: []string{"x"}, Dimensions: map[string]Dimension{"a": {Labels: []string{"x", "y"}}},
+	})
+	if err == nil {
+		t.Fatal("expected error for result count mismatch")
+	}
+}