diff --git a/crates/api_clients/seedance2pro_client/src/requests/poll_orders/poll_orders.rs b/crates/api_clients/seedance2pro_client/src/requests/poll_orders/poll_orders.rs
index 46d38b2d17..5a7198801f 100644
--- a/crates/api_clients/seedance2pro_client/src/requests/poll_orders/poll_orders.rs
+++ b/crates/api_clients/seedance2pro_client/src/requests/poll_orders/poll_orders.rs
@@ -107,10 +107,13 @@ impl TaskStatus {
 #[derive(Debug, Clone)]
 pub struct MediaResult {
   pub url: String,
-  pub width: u32,
-  pub height: u32,
+  /// Frame width in pixels. `None` when the API returns `null`/omits it
+  /// (it does so intermittently); callers should persist NULL, not a sentinel.
+  pub maybe_width: Option<u32>,
+  /// Frame height in pixels. `None` when the API returns `null`/omits it.
+  pub maybe_height: Option<u32>,
   // NB: We don't need these.
-  // /// Width / height ratio (e.g. 1.777… for 16:9). `None` when the server returns null (e.g. width/height are 0).
+  // /// Width / height ratio (e.g. 1.777… for 16:9). `None` when the server returns null.
   // pub ratio: Option<f64>,
 }
 
@@ -232,8 +235,8 @@ pub async fn poll_orders(args: PollOrdersArgs<'_>) -> Result<PollOrdersResponse,
         result_url: o.result_url,
         results: o.results.into_iter().map(|r| MediaResult {
           url: r.url,
-          width: r.width,
-          height: r.height,
+          maybe_width: r.maybe_width,
+          maybe_height: r.maybe_height,
         }).collect(),
         fail_reason,
         created_at: o.created_at,
@@ -422,7 +425,7 @@ mod tests {
           task_status,
           result_url: o.result_url,
           results: o.results.into_iter().map(|r| MediaResult {
-            url: r.url, width: r.width, height: r.height,
+            url: r.url, maybe_width: r.maybe_width, maybe_height: r.maybe_height,
           }).collect(),
           fail_reason,
           created_at: o.created_at,
@@ -472,17 +475,17 @@ mod tests {
       let orders = parse_orders(body);
       assert_eq!(orders.len(), 1);
       assert_eq!(orders[0].results.len(), 1);
-      assert_eq!(orders[0].results[0].width, 569);
-      assert_eq!(orders[0].results[0].height, 1023);
+      assert_eq!(orders[0].results[0].maybe_width, Some(569));
+      assert_eq!(orders[0].results[0].maybe_height, Some(1023));
       assert_eq!(orders[0].total_credits, Some(13));
     }
 
     /// Regression (paging outage): the Kinovi API started returning result
     /// `width`/`height` as `null`, which blew up the whole poll with
     /// "invalid type: null, expected a JSON number" and stalled the queue.
-    /// They must coerce to `0` and let the rest of the response parse.
+    /// They must parse as `None` and let the rest of the response parse.
     #[test]
-    fn null_dimensions_are_coerced_to_zero() {
+    fn null_dimensions_parse_as_none() {
       let body = r#"[{"result":{"data":{"json":{"orders":[{
         "orderId":"ord_foo",
         "resultUrl":"https://static.seedance2-pro.com/videos/seedance_video.mp4",
@@ -495,11 +498,29 @@ mod tests {
       let orders = parse_orders(body);
       assert_eq!(orders.len(), 1);
       assert_eq!(orders[0].results.len(), 1);
-      assert_eq!(orders[0].results[0].width, 0);
-      assert_eq!(orders[0].results[0].height, 0);
+      assert_eq!(orders[0].results[0].maybe_width, None);
+      assert_eq!(orders[0].results[0].maybe_height, None);
       assert_eq!(orders[0].task_status, TaskStatus::Completed);
     }
 
+    /// Omitted `width`/`height` keys (not just `null`) also parse as `None`.
+    #[test]
+    fn missing_dimensions_parse_as_none() {
+      let body = r#"[{"result":{"data":{"json":{"orders":[{
+        "orderId":"ord_no_dims",
+        "resultUrl":"https://example.com/v.mp4",
+        "taskStatus":"COMPLETED",
+        "results":[{"url":"https://example.com/v.mp4"}],
+        "failReason":null,
+        "createdAt":"2026-02-19T01:20:50.398Z",
+        "mediaType":"video"
+      }],"nextCursor":null}}}}]"#;
+      let orders = parse_orders(body);
+      assert_eq!(orders.len(), 1);
+      assert_eq!(orders[0].results[0].maybe_width, None);
+      assert_eq!(orders[0].results[0].maybe_height, None);
+    }
+
     /// Unrecognised mediaType values shouldn't crash deserialisation;
     /// they end up as `Unknown(_)`.
     #[test]
diff --git a/crates/api_clients/seedance2pro_client/src/requests/poll_orders/request_types.rs b/crates/api_clients/seedance2pro_client/src/requests/poll_orders/request_types.rs
index e88110df74..0e09b3968f 100644
--- a/crates/api_clients/seedance2pro_client/src/requests/poll_orders/request_types.rs
+++ b/crates/api_clients/seedance2pro_client/src/requests/poll_orders/request_types.rs
@@ -1,7 +1,7 @@
 use serde_derive::Deserialize;
 
 use crate::utils::number_coercion::{
-  de_opt_u32_int_or_float, de_opt_u64_int_or_float, de_u32_int_or_float,
+  de_opt_u32_int_or_float, de_opt_u64_int_or_float,
 };
 
 #[derive(Deserialize, Debug)]
@@ -51,9 +51,11 @@ pub(super) struct RawOrder {
 #[derive(Deserialize, Debug)]
 pub(super) struct RawVideoResult {
   pub url: String,
-  #[serde(deserialize_with = "de_u32_int_or_float")]
-  pub width: u32,
-  #[serde(deserialize_with = "de_u32_int_or_float")]
-  pub height: u32,
+  /// The API intermittently returns `null` (or omits) these dimensions, so
+  /// they're optional rather than coerced to a sentinel.
+  #[serde(rename = "width", default, deserialize_with = "de_opt_u32_int_or_float")]
+  pub maybe_width: Option<u32>,
+  #[serde(rename = "height", default, deserialize_with = "de_opt_u32_int_or_float")]
+  pub maybe_height: Option<u32>,
   // pub ratio: Option<f64>,
 }
diff --git a/crates/api_clients/seedance2pro_client/src/utils/number_coercion.rs b/crates/api_clients/seedance2pro_client/src/utils/number_coercion.rs
index 9618b2c351..250021bc45 100644
--- a/crates/api_clients/seedance2pro_client/src/utils/number_coercion.rs
+++ b/crates/api_clients/seedance2pro_client/src/utils/number_coercion.rs
@@ -29,15 +29,13 @@ fn coerce_to_u32(number: &Number) -> u32 {
 }
 
 /// `#[serde(deserialize_with = "...")]` for a required `u64` field that may
-/// arrive as an integer or a float — or, increasingly, as `null`. A `null`
-/// (or JSON `null`) coerces to `0` rather than failing the whole parse; the
-/// Kinovi API intermittently returns `null` for fields it used to populate.
+/// arrive as an integer or a float.
 pub fn de_u64_int_or_float<'de, D>(deserializer: D) -> Result<u64, D::Error>
 where
   D: Deserializer<'de>,
 {
-  let maybe_number = Option::<Number>::deserialize(deserializer)?;
-  Ok(maybe_number.as_ref().map(coerce_to_u64).unwrap_or(0))
+  let number = Number::deserialize(deserializer)?;
+  Ok(coerce_to_u64(&number))
 }
 
 /// `#[serde(deserialize_with = "...")]` for an optional `u64` field (handles
@@ -61,15 +59,13 @@ where
 }
 
 /// `#[serde(deserialize_with = "...")]` for a required `u32` field that may
-/// arrive as an integer or a float — or, increasingly, as `null`. A `null`
-/// coerces to `0` rather than failing the whole parse; the Kinovi API
-/// intermittently returns `null` for result `width`/`height`.
+/// arrive as an integer or a float.
 pub fn de_u32_int_or_float<'de, D>(deserializer: D) -> Result<u32, D::Error>
 where
   D: Deserializer<'de>,
 {
-  let maybe_number = Option::<Number>::deserialize(deserializer)?;
-  Ok(maybe_number.as_ref().map(coerce_to_u32).unwrap_or(0))
+  let number = Number::deserialize(deserializer)?;
+  Ok(coerce_to_u32(&number))
 }
 
 #[cfg(test)]
@@ -130,15 +126,6 @@ mod tests {
     assert_eq!(parse_u64(r#"{"value": -5.5}"#), 0);
   }
 
-  #[test]
-  fn required_fields_coerce_null_to_zero() {
-    // The Kinovi API intermittently returns `null` for numbers it used to
-    // populate (e.g. result width/height). Required coercers must treat that
-    // as 0 rather than failing the whole response parse.
-    assert_eq!(parse_u32(r#"{"value": null}"#), 0);
-    assert_eq!(parse_u64(r#"{"value": null}"#), 0);
-  }
-
   #[test]
   fn optional_handles_null_missing_and_values() {
     assert_eq!(serde_json::from_str::<OptU32Holder>(r#"{"value": null}"#).unwrap().value, None);
diff --git a/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_image_job.rs b/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_image_job.rs
index 687cae78e2..0c7cb82919 100644
--- a/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_image_job.rs
+++ b/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_image_job.rs
@@ -224,8 +224,8 @@ async fn download_and_store_one_image(
     .maybe_batch_generation_token(maybe_batch_token)
     .maybe_creator_anonymous_visitor(job.maybe_creator_anonymous_visitor_token.as_ref())
     .maybe_creator_user(job.maybe_creator_user_token.as_ref())
-    .maybe_frame_height(Some(result.height))
-    .maybe_frame_width(Some(result.width))
+    .maybe_frame_height(result.maybe_height)
+    .maybe_frame_width(result.maybe_width)
     .maybe_generation_provider(Some(GenerationProvider::Artcraft))
     .maybe_prompt_token(job.maybe_prompt_token.as_ref())
     .maybe_platform_type(job.maybe_platform_type)
diff --git a/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_video_job.rs b/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_video_job.rs
index 23e1cfdfec..ed810634d9 100644
--- a/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_video_job.rs
+++ b/crates/service/job/seedance2_pro_job/src/jobs/order_processing_job/process_successful_video_job.rs
@@ -118,8 +118,9 @@ pub async fn process_successful_video_job(
   );
 
   // Optionally extract frame dimensions from the order results.
-  let maybe_frame_width = order.results.first().map(|r| r.width);
-  let maybe_frame_height = order.results.first().map(|r| r.height);
+  // Persist the integer dimensions when the API provides them, NULL otherwise.
+  let maybe_frame_width = order.results.first().and_then(|r| r.maybe_width);
+  let maybe_frame_height = order.results.first().and_then(|r| r.maybe_height);
 
   // Insert media file record.
   let media_file_result = MediaFileInsertBuilder::new()