diff --git a/docs/FAQ.md b/docs/FAQ.md
index 47f39b9e6..f8255684e 100644
--- a/docs/FAQ.md
+++ b/docs/FAQ.md
@@ -86,9 +86,12 @@ would be a huge help too, as that will help us to understand where the memory us
 
 You may need to revisit the connection limit of your PostgreSQL server and/or make changes to the `max_connections` lines in your Dendrite configuration. Be aware that each Dendrite component opens its own database connections and has its own connection limit, even in monolith mode!
 
-## What is being reported when enabling anonymous stats?
+## What is being reported when enabling phone-home statistics?
 
-If anonymous stats reporting is enabled, the following data is send to the defined endpoint.
+Phone-home statistics contain your server's domain name, some configuration information about
+your deployment and aggregated information about active users on your deployment. They are sent
+to the endpoint URL configured in your Dendrite configuration file only. The following is an
+example of the data that is sent:
 
 ```json
 {
@@ -106,7 +109,7 @@ If anonymous stats reporting is enabled, the following data is send to the defin
     "go_arch": "amd64",
     "go_os": "linux",
     "go_version": "go1.16.13",
-    "homeserver": "localhost:8800",
+    "homeserver": "my.domain.com",
     "log_level": "trace",
     "memory_rss": 93452,
     "monolith": true,
diff --git a/setup/config/config_global.go b/setup/config/config_global.go
index ac1380a4e..10827bb21 100644
--- a/setup/config/config_global.go
+++ b/setup/config/config_global.go
@@ -73,7 +73,7 @@ type Global struct {
 	// ServerNotices configuration used for sending server notices
 	ServerNotices ServerNotices `yaml:"server_notices"`
 
-	// ReportStats configures opt-in anonymous stats reporting.
+	// ReportStats configures opt-in phone-home statistics reporting.
 	ReportStats ReportStats `yaml:"report_stats"`
 
 	// Configuration for the caches.
@@ -189,9 +189,9 @@ func (c *Cache) Verify(errors *ConfigErrors, isMonolith bool) {
 	checkPositive(errors, "max_size_estimated", int64(c.EstimatedMaxSize))
 }
 
-// ReportStats configures opt-in anonymous stats reporting.
+// ReportStats configures opt-in phone-home statistics reporting.
 type ReportStats struct {
-	// Enabled configures anonymous usage stats of the server
+	// Enabled configures phone-home statistics of the server
 	Enabled bool `yaml:"enabled"`
 
 	// Endpoint the endpoint to report stats to
diff --git a/userapi/util/phonehomestats.go b/userapi/util/phonehomestats.go
index ad93a50e3..b17f62060 100644
--- a/userapi/util/phonehomestats.go
+++ b/userapi/util/phonehomestats.go
@@ -139,7 +139,7 @@ func (p *phoneHomeStats) collect() {
 
 	output := bytes.Buffer{}
 	if err = json.NewEncoder(&output).Encode(p.stats); err != nil {
-		logrus.WithError(err).Error("unable to encode anonymous stats")
+		logrus.WithError(err).Error("Unable to encode phone-home statistics")
 		return
 	}
 
@@ -147,14 +147,14 @@ func (p *phoneHomeStats) collect() {
 
 	request, err := http.NewRequestWithContext(ctx, http.MethodPost, p.cfg.Global.ReportStats.Endpoint, &output)
 	if err != nil {
-		logrus.WithError(err).Error("unable to create anonymous stats request")
+		logrus.WithError(err).Error("Unable to create phone-home statistics request")
 		return
 	}
 	request.Header.Set("User-Agent", "Dendrite/"+internal.VersionString())
 
 	_, err = p.client.Do(request)
 	if err != nil {
-		logrus.WithError(err).Error("unable to send anonymous stats")
+		logrus.WithError(err).Error("Unable to send phone-home statistics")
 		return
 	}
 }