diff --git a/cmd/dep/gopath_scanner.go b/cmd/dep/gopath_scanner.go
index f6ca1d157e..d672a4de04 100644
--- a/cmd/dep/gopath_scanner.go
+++ b/cmd/dep/gopath_scanner.go
@@ -134,27 +134,6 @@ func (g *gopathScanner) overlay(rootM *dep.Manifest, rootL *dep.Lock) {
 	}
 }
 
-func (g *gopathScanner) FinalizeRootManifestAndLock(m *dep.Manifest, l *dep.Lock) {
-	// Iterate through the new projects in solved lock and add them to manifest
-	// if direct deps and log feedback for all the new projects.
-	for _, x := range l.Projects() {
-		pr := x.Ident().ProjectRoot
-		newProject := true
-		// Check if it's a new project, not in the old lock
-		for _, y := range g.origL.Projects() {
-			if pr == y.Ident().ProjectRoot {
-				newProject = false
-			}
-		}
-		if newProject {
-			// If it's in notondisk, add to manifest, these are direct dependencies.
-			if _, ok := g.pd.notondisk[pr]; ok {
-				m.Constraints[pr] = getProjectPropertiesFromVersion(x.Version())
-			}
-		}
-	}
-}
-
 func trimPathPrefix(p1, p2 string) string {
 	if fs.HasFilepathPrefix(p1, p2) {
 		return p1[len(p2):]
diff --git a/cmd/dep/init.go b/cmd/dep/init.go
index 823759906e..f3efc8f7a0 100644
--- a/cmd/dep/init.go
+++ b/cmd/dep/init.go
@@ -30,14 +30,19 @@ disable this behavior. The following external tools are supported: glide.
 Any dependencies that are not constrained by external configuration use the
 GOPATH analysis below.
 
-The version of each dependency will reflect the current state of the GOPATH. If
-a dependency doesn't exist in the GOPATH, a version will be selected from the
-versions available from the upstream source per the following algorithm:
+By default, the dependencies are resolved over the network. A version will be
+selected from the versions available from the upstream source per the following
+algorithm:
 
  - Tags conforming to semver (sorted by semver rules)
  - Default branch(es) (sorted lexicographically)
  - Non-semver tags (sorted lexicographically)
 
+An alternate mode can be activated by passing -gopath. In this mode, the version
+of each dependency will reflect the current state of the GOPATH. If a dependency
+doesn't exist in the GOPATH, a version will be selected based on the above
+network version selection algorithm.
+
 A Gopkg.toml file will be written with inferred version constraints for all
 direct dependencies. Gopkg.lock will be written with precise versions, and
 vendor/ will be populated with the precise versions written to Gopkg.lock.
@@ -52,11 +57,13 @@ func (cmd *initCommand) Hidden() bool      { return false }
 func (cmd *initCommand) Register(fs *flag.FlagSet) {
 	fs.BoolVar(&cmd.noExamples, "no-examples", false, "don't include example in Gopkg.toml")
 	fs.BoolVar(&cmd.skipTools, "skip-tools", false, "skip importing configuration from other dependency managers")
+	fs.BoolVar(&cmd.gopath, "gopath", false, "search in GOPATH for dependencies")
 }
 
 type initCommand struct {
 	noExamples bool
 	skipTools  bool
+	gopath     bool
 }
 
 func (cmd *initCommand) Run(ctx *dep.Ctx, args []string) error {
@@ -132,13 +139,17 @@ func (cmd *initCommand) Run(ctx *dep.Ctx, args []string) error {
 	if err != nil {
 		return err
 	}
-	gs := newGopathScanner(ctx, directDeps, sm)
-	err = gs.InitializeRootManifestAndLock(p.Manifest, p.Lock)
-	if err != nil {
-		return err
+
+	if cmd.gopath {
+		gs := newGopathScanner(ctx, directDeps, sm)
+		err = gs.InitializeRootManifestAndLock(p.Manifest, p.Lock)
+		if err != nil {
+			return err
+		}
 	}
 
 	rootAnalyzer.skipTools = true // Don't import external config during solve for now
+	copyLock := *p.Lock           // Copy lock before solving. Use this to separate new lock projects from solved lock
 
 	params := gps.SolveParameters{
 		RootDir:         root,
@@ -164,8 +175,7 @@ func (cmd *initCommand) Run(ctx *dep.Ctx, args []string) error {
 	}
 	p.Lock = dep.LockFromSolution(soln)
 
-	rootAnalyzer.FinalizeRootManifestAndLock(p.Manifest, p.Lock)
-	gs.FinalizeRootManifestAndLock(p.Manifest, p.Lock)
+	rootAnalyzer.FinalizeRootManifestAndLock(p.Manifest, p.Lock, copyLock)
 
 	// Run gps.Prepare with appropriate constraint solutions from solve run
 	// to generate the final lock memo.
diff --git a/cmd/dep/root_analyzer.go b/cmd/dep/root_analyzer.go
index f93af66f24..0658dcb055 100644
--- a/cmd/dep/root_analyzer.go
+++ b/cmd/dep/root_analyzer.go
@@ -9,6 +9,7 @@ import (
 	"log"
 
 	"github.com/golang/dep"
+	fb "github.com/golang/dep/internal/feedback"
 	"github.com/golang/dep/internal/gps"
 	"github.com/pkg/errors"
 )
@@ -125,18 +126,37 @@ func (a *rootAnalyzer) DeriveManifestAndLock(dir string, pr gps.ProjectRoot) (gp
 	return gps.SimpleManifest{}, nil, nil
 }
 
-func (a *rootAnalyzer) FinalizeRootManifestAndLock(m *dep.Manifest, l *dep.Lock) {
-	// Remove dependencies from the manifest that aren't used
-	for pr := range m.Constraints {
-		var used bool
-		for _, y := range l.Projects() {
-			if pr == y.Ident().ProjectRoot {
-				used = true
-				break
+func (a *rootAnalyzer) FinalizeRootManifestAndLock(m *dep.Manifest, l *dep.Lock, ol dep.Lock) {
+	// Iterate through the new projects in solved lock and add them to manifest
+	// if they are direct deps and log feedback for all the new projects.
+	for _, y := range l.Projects() {
+		var f *fb.ConstraintFeedback
+		pr := y.Ident().ProjectRoot
+		// New constraints: in new lock and dir dep but not in manifest
+		if _, ok := a.directDeps[string(pr)]; ok {
+			if _, ok := m.Constraints[pr]; !ok {
+				pp := getProjectPropertiesFromVersion(y.Version())
+				if pp.Constraint != nil {
+					m.Constraints[pr] = pp
+					pc := gps.ProjectConstraint{Ident: y.Ident(), Constraint: pp.Constraint}
+					f = fb.NewConstraintFeedback(pc, fb.DepTypeDirect)
+					f.LogFeedback(a.ctx.Err)
+				}
+				f = fb.NewLockedProjectFeedback(y, fb.DepTypeDirect)
+				f.LogFeedback(a.ctx.Err)
+			}
+		} else {
+			// New locked projects: in new lock but not in old lock
+			newProject := true
+			for _, opl := range ol.Projects() {
+				if pr == opl.Ident().ProjectRoot {
+					newProject = false
+				}
+			}
+			if newProject {
+				f = fb.NewLockedProjectFeedback(y, fb.DepTypeTransitive)
+				f.LogFeedback(a.ctx.Err)
 			}
-		}
-		if !used {
-			delete(m.Constraints, pr)
 		}
 	}
 }
diff --git a/cmd/dep/testdata/harness_tests/init/case1/testcase.json b/cmd/dep/testdata/harness_tests/init/case1/testcase.json
index d2403484b7..ad5663adf4 100644
--- a/cmd/dep/testdata/harness_tests/init/case1/testcase.json
+++ b/cmd/dep/testdata/harness_tests/init/case1/testcase.json
@@ -1,6 +1,6 @@
 {
   "commands": [
-    ["init", "-no-examples", "-skip-tools"]
+    ["init", "-no-examples", "-skip-tools", "-gopath"]
   ],
   "error-expected": "",
   "gopath-initial": {
diff --git a/cmd/dep/testdata/harness_tests/init/case2/testcase.json b/cmd/dep/testdata/harness_tests/init/case2/testcase.json
index 9167534f7b..df64687209 100644
--- a/cmd/dep/testdata/harness_tests/init/case2/testcase.json
+++ b/cmd/dep/testdata/harness_tests/init/case2/testcase.json
@@ -1,6 +1,6 @@
 {
   "commands": [
-    ["init", "-no-examples", "-skip-tools"]
+    ["init", "-no-examples", "-skip-tools", "-gopath"]
   ],
   "error-expected": "",
   "gopath-initial": {
diff --git a/cmd/dep/testdata/harness_tests/init/case3/testcase.json b/cmd/dep/testdata/harness_tests/init/case3/testcase.json
index d50e7d91cb..04cfb832e7 100644
--- a/cmd/dep/testdata/harness_tests/init/case3/testcase.json
+++ b/cmd/dep/testdata/harness_tests/init/case3/testcase.json
@@ -1,6 +1,6 @@
 {
   "commands": [
-    ["init", "-no-examples", "-skip-tools"]
+    ["init", "-no-examples", "-skip-tools", "-gopath"]
   ],
   "error-expected": "",
   "gopath-initial": {
diff --git a/cmd/dep/testdata/harness_tests/init/case4/final/Gopkg.lock b/cmd/dep/testdata/harness_tests/init/case4/final/Gopkg.lock
new file mode 100644
index 0000000000..e076e162c8
--- /dev/null
+++ b/cmd/dep/testdata/harness_tests/init/case4/final/Gopkg.lock
@@ -0,0 +1,21 @@
+# This file is autogenerated, do not edit; changes may be undone by the next 'dep ensure'.
+
+
+[[projects]]
+  name = "github.com/sdboyer/deptest"
+  packages = ["."]
+  revision = "ff2948a2ac8f538c4ecd55962e919d1e13e74baf"
+  version = "v1.0.0"
+
+[[projects]]
+  name = "github.com/sdboyer/deptestdos"
+  packages = ["."]
+  revision = "5c607206be5decd28e6263ffffdcee067266015e"
+  version = "v2.0.0"
+
+[solve-meta]
+  analyzer-name = "dep"
+  analyzer-version = 1
+  inputs-digest = "a6ba2237d28d125b55fc6c86e94e33363f1dfd880d471118d36d7587398c30b4"
+  solver-name = "gps-cdcl"
+  solver-version = 1
diff --git a/cmd/dep/testdata/harness_tests/init/case4/final/Gopkg.toml b/cmd/dep/testdata/harness_tests/init/case4/final/Gopkg.toml
new file mode 100644
index 0000000000..d57fc4dad0
--- /dev/null
+++ b/cmd/dep/testdata/harness_tests/init/case4/final/Gopkg.toml
@@ -0,0 +1,8 @@
+
+[[constraint]]
+  name = "github.com/sdboyer/deptest"
+  version = "1.0.0"
+
+[[constraint]]
+  name = "github.com/sdboyer/deptestdos"
+  version = "2.0.0"
diff --git a/cmd/dep/testdata/harness_tests/init/case4/initial/foo/bar.go b/cmd/dep/testdata/harness_tests/init/case4/initial/foo/bar.go
new file mode 100644
index 0000000000..c1ed69fc65
--- /dev/null
+++ b/cmd/dep/testdata/harness_tests/init/case4/initial/foo/bar.go
@@ -0,0 +1,13 @@
+// Copyright 2017 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package foo
+
+import "github.com/sdboyer/deptest"
+
+func Foo() deptest.Foo {
+	var y deptest.Foo
+
+	return y
+}
diff --git a/cmd/dep/testdata/harness_tests/init/case4/initial/main.go b/cmd/dep/testdata/harness_tests/init/case4/initial/main.go
new file mode 100644
index 0000000000..83a4dfcd57
--- /dev/null
+++ b/cmd/dep/testdata/harness_tests/init/case4/initial/main.go
@@ -0,0 +1,19 @@
+// Copyright 2017 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package main
+
+import (
+	"fmt"
+
+	"github.com/golang/notexist/foo"
+	"github.com/sdboyer/deptestdos"
+)
+
+func main() {
+	var x deptestdos.Bar
+	y := foo.FooFunc()
+
+	fmt.Println(x, y)
+}
diff --git a/cmd/dep/testdata/harness_tests/init/case4/testcase.json b/cmd/dep/testdata/harness_tests/init/case4/testcase.json
new file mode 100644
index 0000000000..13cba35aeb
--- /dev/null
+++ b/cmd/dep/testdata/harness_tests/init/case4/testcase.json
@@ -0,0 +1,12 @@
+{
+  "commands": [
+    ["init", "-no-examples"]
+  ],
+  "gopath-initial": {
+    "github.com/sdboyer/deptestdos": "a0196baa11ea047dd65037287451d36b861b00ea"
+  },
+  "vendor-final": [
+    "github.com/sdboyer/deptest",
+    "github.com/sdboyer/deptestdos"
+  ]
+}
diff --git a/cmd/dep/testdata/harness_tests/init/glide/case1/testcase.json b/cmd/dep/testdata/harness_tests/init/glide/case1/testcase.json
index 85a05ed658..e119765489 100644
--- a/cmd/dep/testdata/harness_tests/init/glide/case1/testcase.json
+++ b/cmd/dep/testdata/harness_tests/init/glide/case1/testcase.json
@@ -1,6 +1,6 @@
 {
   "commands": [
-    ["init", "-no-examples"]
+    ["init", "-no-examples", "-gopath"]
   ],
   "error-expected": "",
   "gopath-initial": {
diff --git a/cmd/dep/testdata/harness_tests/init/glide/case2/testcase.json b/cmd/dep/testdata/harness_tests/init/glide/case2/testcase.json
index 5c387ed5f7..39c7d874e7 100644
--- a/cmd/dep/testdata/harness_tests/init/glide/case2/testcase.json
+++ b/cmd/dep/testdata/harness_tests/init/glide/case2/testcase.json
@@ -1,6 +1,6 @@
 {
   "commands": [
-    ["init", "-no-examples", "-skip-tools"]
+    ["init", "-no-examples", "-skip-tools", "-gopath"]
   ],
   "error-expected": "",
   "gopath-initial": {