diff --git a/crates/esplora/src/async_ext.rs b/crates/esplora/src/async_ext.rs
index 389022f0c..c6e2b05c4 100644
--- a/crates/esplora/src/async_ext.rs
+++ b/crates/esplora/src/async_ext.rs
@@ -48,7 +48,7 @@ pub trait EsploraAsyncExt {
     /// transactions. `parallel_requests` specifies the max number of HTTP requests to make in
     /// parallel.
     #[allow(clippy::result_large_err)]
-    async fn update_tx_graph<K: Ord + Clone + Send>(
+    async fn scan_txs_with_keychains<K: Ord + Clone + Send>(
         &self,
         keychain_spks: BTreeMap<
             K,
@@ -60,18 +60,18 @@ pub trait EsploraAsyncExt {
         parallel_requests: usize,
     ) -> Result<(TxGraph<ConfirmationTimeAnchor>, BTreeMap<K, u32>), Error>;
 
-    /// Convenience method to call [`update_tx_graph`] without requiring a keychain.
+    /// Convenience method to call [`scan_txs_with_keychains`] without requiring a keychain.
     ///
-    /// [`update_tx_graph`]: EsploraAsyncExt::update_tx_graph
+    /// [`scan_txs_with_keychains`]: EsploraAsyncExt::scan_txs_with_keychains
     #[allow(clippy::result_large_err)]
-    async fn update_tx_graph_without_keychain(
+    async fn scan_txs(
         &self,
         misc_spks: impl IntoIterator<IntoIter = impl Iterator<Item = ScriptBuf> + Send> + Send,
         txids: impl IntoIterator<IntoIter = impl Iterator<Item = Txid> + Send> + Send,
         outpoints: impl IntoIterator<IntoIter = impl Iterator<Item = OutPoint> + Send> + Send,
         parallel_requests: usize,
     ) -> Result<TxGraph<ConfirmationTimeAnchor>, Error> {
-        self.update_tx_graph(
+        self.scan_txs_with_keychains(
             [(
                 (),
                 misc_spks
@@ -201,7 +201,7 @@ impl EsploraAsyncExt for esplora_client::AsyncClient {
         })
     }
 
-    async fn update_tx_graph<K: Ord + Clone + Send>(
+    async fn scan_txs_with_keychains<K: Ord + Clone + Send>(
         &self,
         keychain_spks: BTreeMap<
             K,
diff --git a/crates/esplora/src/blocking_ext.rs b/crates/esplora/src/blocking_ext.rs
index 6d42fe015..218e9c7f9 100644
--- a/crates/esplora/src/blocking_ext.rs
+++ b/crates/esplora/src/blocking_ext.rs
@@ -46,7 +46,7 @@ pub trait EsploraExt {
     /// transactions. `parallel_requests` specifies the max number of HTTP requests to make in
     /// parallel.
     #[allow(clippy::result_large_err)]
-    fn update_tx_graph<K: Ord + Clone>(
+    fn scan_txs_with_keychains<K: Ord + Clone>(
         &self,
         keychain_spks: BTreeMap<K, impl IntoIterator<Item = (u32, ScriptBuf)>>,
         txids: impl IntoIterator<Item = Txid>,
@@ -55,18 +55,18 @@ pub trait EsploraExt {
         parallel_requests: usize,
     ) -> Result<(TxGraph<ConfirmationTimeAnchor>, BTreeMap<K, u32>), Error>;
 
-    /// Convenience method to call [`update_tx_graph`] without requiring a keychain.
+    /// Convenience method to call [`scan_txs_with_keychains`] without requiring a keychain.
     ///
-    /// [`update_tx_graph`]: EsploraExt::update_tx_graph
+    /// [`scan_txs_with_keychains`]: EsploraExt::scan_txs_with_keychains
     #[allow(clippy::result_large_err)]
-    fn update_tx_graph_without_keychain(
+    fn scan_txs(
         &self,
         misc_spks: impl IntoIterator<Item = ScriptBuf>,
         txids: impl IntoIterator<Item = Txid>,
         outpoints: impl IntoIterator<Item = OutPoint>,
         parallel_requests: usize,
     ) -> Result<TxGraph<ConfirmationTimeAnchor>, Error> {
-        self.update_tx_graph(
+        self.scan_txs_with_keychains(
             [(
                 (),
                 misc_spks
@@ -192,7 +192,7 @@ impl EsploraExt for esplora_client::BlockingClient {
         })
     }
 
-    fn update_tx_graph<K: Ord + Clone>(
+    fn scan_txs_with_keychains<K: Ord + Clone>(
         &self,
         keychain_spks: BTreeMap<K, impl IntoIterator<Item = (u32, ScriptBuf)>>,
         txids: impl IntoIterator<Item = Txid>,
diff --git a/example-crates/example_esplora/src/main.rs b/example-crates/example_esplora/src/main.rs
index f33125be8..1aff0db25 100644
--- a/example-crates/example_esplora/src/main.rs
+++ b/example-crates/example_esplora/src/main.rs
@@ -154,7 +154,7 @@ fn main() -> anyhow::Result<()> {
             // represents the last active spk derivation indices of keychains
             // (`keychain_indices_update`).
             let (graph_update, last_active_indices) = client
-                .update_tx_graph(
+                .scan_txs_with_keychains(
                     keychain_spks,
                     core::iter::empty(),
                     core::iter::empty(),
@@ -276,12 +276,8 @@ fn main() -> anyhow::Result<()> {
                 }
             }
 
-            let graph_update = client.update_tx_graph_without_keychain(
-                spks,
-                txids,
-                outpoints,
-                scan_options.parallel_requests,
-            )?;
+            let graph_update =
+                client.scan_txs(spks, txids, outpoints, scan_options.parallel_requests)?;
 
             graph.lock().unwrap().apply_update(graph_update)
         }
diff --git a/example-crates/wallet_esplora_async/src/main.rs b/example-crates/wallet_esplora_async/src/main.rs
index 343a09763..b5c171636 100644
--- a/example-crates/wallet_esplora_async/src/main.rs
+++ b/example-crates/wallet_esplora_async/src/main.rs
@@ -55,7 +55,7 @@ async fn main() -> Result<(), Box<dyn std::error::Error>> {
         })
         .collect();
     let (update_graph, last_active_indices) = client
-        .update_tx_graph(keychain_spks, None, None, STOP_GAP, PARALLEL_REQUESTS)
+        .scan_txs_with_keychains(keychain_spks, None, None, STOP_GAP, PARALLEL_REQUESTS)
         .await?;
     let missing_heights = wallet.tx_graph().missing_heights(wallet.local_chain());
     let chain_update = client.update_local_chain(prev_tip, missing_heights).await?;
diff --git a/example-crates/wallet_esplora_blocking/src/main.rs b/example-crates/wallet_esplora_blocking/src/main.rs
index d108742a5..4001858de 100644
--- a/example-crates/wallet_esplora_blocking/src/main.rs
+++ b/example-crates/wallet_esplora_blocking/src/main.rs
@@ -55,7 +55,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         .collect();
 
     let (update_graph, last_active_indices) =
-        client.update_tx_graph(keychain_spks, None, None, STOP_GAP, PARALLEL_REQUESTS)?;
+        client.scan_txs_with_keychains(keychain_spks, None, None, STOP_GAP, PARALLEL_REQUESTS)?;
     let missing_heights = wallet.tx_graph().missing_heights(wallet.local_chain());
     let chain_update = client.update_local_chain(prev_tip, missing_heights)?;
     let update = WalletUpdate {