diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3987a2a7..7d377c9f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,9 @@
 
 ## Unreleased
 
+- Add a "Did you mean ...?" suggestion when a task does not exits another one
+  with a similar name is found
+  ([#867](https://github.com/go-task/task/issues/867), [#880](https://github.com/go-task/task/pull/880)).
 - Now YAML parse errors will print which Taskfile failed to parse
   ([#885](https://github.com/go-task/task/issues/885), [#887](https://github.com/go-task/task/pull/887)).
 - Add ability to set `aliases` for tasks and namespaces ([#268](https://github.com/go-task/task/pull/268), [#340](https://github.com/go-task/task/pull/340), [#879](https://github.com/go-task/task/pull/879)).
diff --git a/errors.go b/errors.go
index 1be4c15e..e34d02cd 100644
--- a/errors.go
+++ b/errors.go
@@ -14,11 +14,20 @@ var (
 )
 
 type taskNotFoundError struct {
-	taskName string
+	taskName   string
+	didYouMean string
 }
 
 func (err *taskNotFoundError) Error() string {
-	return fmt.Sprintf(`task: Task %q not found`, err.taskName)
+	if err.didYouMean != "" {
+		return fmt.Sprintf(
+			`task: Task %q does not exist. Did you mean %q?`,
+			err.taskName,
+			err.didYouMean,
+		)
+	}
+
+	return fmt.Sprintf(`task: Task %q does not exist`, err.taskName)
 }
 
 type multipleTasksWithAliasError struct {
diff --git a/go.mod b/go.mod
index e8cec71f..8968e1e8 100644
--- a/go.mod
+++ b/go.mod
@@ -7,6 +7,7 @@ require (
 	github.com/mattn/go-zglob v0.0.3
 	github.com/mitchellh/hashstructure/v2 v2.0.2
 	github.com/radovskyb/watcher v1.0.7
+	github.com/sajari/fuzzy v1.0.0
 	github.com/spf13/pflag v1.0.5
 	github.com/stretchr/testify v1.8.0
 	golang.org/x/exp v0.0.0-20220930202632-ec3f01382ef9
diff --git a/go.sum b/go.sum
index 7a4d3b13..96ffadbb 100644
--- a/go.sum
+++ b/go.sum
@@ -26,6 +26,8 @@ github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZN
 github.com/radovskyb/watcher v1.0.7 h1:AYePLih6dpmS32vlHfhCeli8127LzkIgwJGcwwe8tUE=
 github.com/radovskyb/watcher v1.0.7/go.mod h1:78okwvY5wPdzcb1UYnip1pvrZNIVEIh/Cm+ZuvsUYIg=
 github.com/rogpeppe/go-internal v1.8.1 h1:geMPLpDpQOgVyCg5z5GoRwLHepNdb71NXb67XFkP+Eg=
+github.com/sajari/fuzzy v1.0.0 h1:+FmwVvJErsd0d0hAPlj4CxqxUtQY/fOoY0DwX4ykpRY=
+github.com/sajari/fuzzy v1.0.0/go.mod h1:OjYR6KxoWOe9+dOlXeiCJd4dIbED4Oo8wpS89o0pwOo=
 github.com/spf13/pflag v1.0.5 h1:iy+VFUOCP1a+8yFto/drg2CJ5u0yRoB7fZw3DKv/JXA=
 github.com/spf13/pflag v1.0.5/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
diff --git a/help.go b/help.go
index e1ae8e6d..eed0a27c 100644
--- a/help.go
+++ b/help.go
@@ -81,7 +81,7 @@ func (e *Executor) tasksWithDesc() (tasks []*taskfile.Task) {
 	return
 }
 
-// PrintTaskNames prints only the task names in a Taskfile.
+// ListTaskNames prints only the task names in a Taskfile.
 // Only tasks with a non-empty description are printed if allTasks is false.
 // Otherwise, all task names are printed.
 func (e *Executor) ListTaskNames(allTasks bool) {
diff --git a/setup.go b/setup.go
index ceacb6b3..32aa4e4a 100644
--- a/setup.go
+++ b/setup.go
@@ -17,6 +17,8 @@ import (
 	"github.com/go-task/task/v3/internal/output"
 	"github.com/go-task/task/v3/taskfile"
 	"github.com/go-task/task/v3/taskfile/read"
+
+	"github.com/sajari/fuzzy"
 )
 
 func (e *Executor) Setup() error {
@@ -28,6 +30,8 @@ func (e *Executor) Setup() error {
 		return err
 	}
 
+	e.setupFuzzyModel()
+
 	v, err := e.Taskfile.ParsedVersion()
 	if err != nil {
 		return err
@@ -85,6 +89,25 @@ func (e *Executor) readTaskfile() error {
 	return err
 }
 
+func (e *Executor) setupFuzzyModel() {
+	if e.Taskfile != nil {
+		model := fuzzy.NewModel()
+		model.SetThreshold(1) // because we want to build grammar based on every task name
+
+		var words []string
+		for taskName := range e.Taskfile.Tasks {
+			words = append(words, taskName)
+
+			for _, task := range e.Taskfile.Tasks {
+				words = append(words, task.Aliases...)
+			}
+		}
+
+		model.Train(words)
+		e.fuzzyModel = model
+	}
+}
+
 func (e *Executor) setupTempDir() error {
 	if e.TempDir != "" {
 		return nil
diff --git a/task.go b/task.go
index b5dbcce9..a534caa0 100644
--- a/task.go
+++ b/task.go
@@ -16,6 +16,7 @@ import (
 	"github.com/go-task/task/v3/internal/templater"
 	"github.com/go-task/task/v3/taskfile"
 
+	"github.com/sajari/fuzzy"
 	"golang.org/x/exp/slices"
 	"golang.org/x/sync/errgroup"
 )
@@ -53,7 +54,8 @@ type Executor struct {
 	Output      output.Output
 	OutputStyle taskfile.Output
 
-	taskvars *taskfile.Vars
+	taskvars   *taskfile.Vars
+	fuzzyModel *fuzzy.Model
 
 	concurrencySemaphore chan struct{}
 	taskCallCount        map[string]*int32
@@ -71,6 +73,7 @@ func (e *Executor) Run(ctx context.Context, calls ...taskfile.Call) error {
 			e.ListTasksWithDesc()
 			return err
 		}
+
 		if task.Internal {
 			e.ListTasksWithDesc()
 			return &taskInternalError{taskName: call.Task}
@@ -359,8 +362,13 @@ func (e *Executor) GetTask(call taskfile.Call) (*taskfile.Task, error) {
 	}
 	// If we found no tasks
 	if len(aliasedTasks) == 0 {
+		didYouMean := ""
+		if e.fuzzyModel != nil {
+			didYouMean = e.fuzzyModel.SpellCheck(call.Task)
+		}
 		return nil, &taskNotFoundError{
-			taskName: call.Task,
+			taskName:   call.Task,
+			didYouMean: didYouMean,
 		}
 	}