diff --git a/clause/clause.go b/clause/clause.go
index 59b229ce..9a5d1273 100644
--- a/clause/clause.go
+++ b/clause/clause.go
@@ -8,9 +8,7 @@ type Interface interface {
 }
 
 // ClauseBuilder clause builder, allows to custmize how to build clause
-type ClauseBuilder interface {
-	Build(Clause, Builder)
-}
+type ClauseBuilder func(Clause, Builder)
 
 type Writer interface {
 	WriteByte(byte) error
@@ -38,7 +36,7 @@ type Clause struct {
 // Build build clause
 func (c Clause) Build(builder Builder) {
 	if c.Builder != nil {
-		c.Builder.Build(c, builder)
+		c.Builder(c, builder)
 	} else {
 		builders := c.BeforeExpressions
 		if c.Name != "" {
diff --git a/dialects/mysql/mysql.go b/dialects/mysql/mysql.go
index 7b8f0491..6ca9f5f5 100644
--- a/dialects/mysql/mysql.go
+++ b/dialects/mysql/mysql.go
@@ -26,9 +26,43 @@ func (dialector Dialector) Initialize(db *gorm.DB) (err error) {
 	// register callbacks
 	callbacks.RegisterDefaultCallbacks(db, &callbacks.Config{})
 	db.ConnPool, err = sql.Open("mysql", dialector.DSN)
+
+	for k, v := range dialector.ClauseBuilders() {
+		db.ClauseBuilders[k] = v
+	}
 	return
 }
 
+func (dialector Dialector) ClauseBuilders() map[string]clause.ClauseBuilder {
+	return map[string]clause.ClauseBuilder{
+		"ON CONFLICT": func(c clause.Clause, builder clause.Builder) {
+			if onConflict, ok := c.Expression.(clause.OnConflict); ok {
+				builder.WriteString("ON DUPLICATE KEY UPDATE ")
+				if len(onConflict.DoUpdates) == 0 {
+					if s := builder.(*gorm.Statement).Schema; s != nil {
+						var column clause.Column
+						onConflict.DoNothing = false
+
+						if s.PrioritizedPrimaryField != nil {
+							column = clause.Column{Name: s.PrioritizedPrimaryField.DBName}
+						} else {
+							for _, field := range s.FieldsByDBName {
+								column = clause.Column{Name: field.DBName}
+								break
+							}
+						}
+						onConflict.DoUpdates = []clause.Assignment{{Column: column, Value: column}}
+					}
+				}
+
+				onConflict.DoUpdates.Build(builder)
+			} else {
+				c.Build(builder)
+			}
+		},
+	}
+}
+
 func (dialector Dialector) Migrator(db *gorm.DB) gorm.Migrator {
 	return Migrator{migrator.Migrator{Config: migrator.Config{
 		DB:        db,
diff --git a/gorm.go b/gorm.go
index 1fa69383..942024cf 100644
--- a/gorm.go
+++ b/gorm.go
@@ -95,6 +95,10 @@ func Open(dialector Dialector, config *Config) (db *DB, err error) {
 
 	db.callbacks = initializeCallbacks(db)
 
+	if config.ClauseBuilders == nil {
+		config.ClauseBuilders = map[string]clause.ClauseBuilder{}
+	}
+
 	if dialector != nil {
 		err = dialector.Initialize(db)
 	}
diff --git a/statement.go b/statement.go
index 626ca689..f81ae0e5 100644
--- a/statement.go
+++ b/statement.go
@@ -286,7 +286,7 @@ func (stmt *Statement) Build(clauses ...string) {
 
 			firstClauseWritten = true
 			if b, ok := stmt.DB.ClauseBuilders[name]; ok {
-				b.Build(c, stmt)
+				b(c, stmt)
 			} else {
 				c.Build(stmt)
 			}