diff --git a/src/rewrite/exploitation.rs b/src/rewrite/exploitation.rs
index 8bc2cd8..159d84b 100644
--- a/src/rewrite/exploitation.rs
+++ b/src/rewrite/exploitation.rs
@@ -245,10 +245,21 @@ impl ExtensionPlanner for ViewExploitationPlanner {
             return Ok(None);
         }
 
+        // Compare schemas ignoring nullability differences.
+        // Different table types (FileScanTable, LiveTable, MV) may expose
+        // different nullability for the same column. For example, a partition
+        // column in one table is non-nullable, but the same column is a file
+        // column in a rollup MV (forced nullable for DF 52 RecordBatch
+        // validation compatibility). Field names and data types must match.
         if logical_inputs
             .iter()
             .map(|plan| plan.schema())
-            .any(|schema| schema != logical_inputs[0].schema())
+            .any(|schema| {
+                !schemas_equal_ignoring_nullability(
+                    schema.as_arrow(),
+                    logical_inputs[0].schema().as_arrow(),
+                )
+            })
         {
             return Err(DataFusionError::Plan(
                 "candidate logical plans should have the same schema".to_string(),
@@ -258,7 +269,9 @@ impl ExtensionPlanner for ViewExploitationPlanner {
         if physical_inputs
             .iter()
             .map(|plan| plan.schema())
-            .any(|schema| schema != physical_inputs[0].schema())
+            .any(|schema| {
+                !schemas_equal_ignoring_nullability(&schema, &physical_inputs[0].schema())
+            })
         {
             return Err(DataFusionError::Plan(
                 "candidate physical plans should have the same schema".to_string(),
@@ -522,3 +535,63 @@ impl PhysicalOptimizerRule for PruneCandidates {
         true
     }
 }
+
+/// Compare two Arrow schemas ignoring field nullability.
+///
+/// Returns true if field count, field names, and data types all match.
+/// Nullability differences are ignored because different table types
+/// (e.g. FileScanTable with forced-nullable file columns vs a table
+/// where the same column is a non-nullable partition column) can
+/// legitimately differ in nullability while being semantically equivalent.
+fn schemas_equal_ignoring_nullability(a: &arrow_schema::Schema, b: &arrow_schema::Schema) -> bool {
+    a.fields().len() == b.fields().len()
+        && a.fields()
+            .iter()
+            .zip(b.fields().iter())
+            .all(|(f1, f2)| f1.name() == f2.name() && f1.data_type() == f2.data_type())
+}
+
+#[cfg(test)]
+mod tests_nullability {
+    use super::*;
+    use arrow_schema::{DataType, Field, Schema};
+
+    #[test]
+    fn schemas_equal_when_only_nullability_differs() {
+        let a = Schema::new(vec![
+            Field::new("ticker", DataType::Utf8, false),
+            Field::new("date", DataType::Utf8, false),
+            Field::new("price", DataType::Float64, false),
+        ]);
+        let b = Schema::new(vec![
+            Field::new("ticker", DataType::Utf8, true),
+            Field::new("date", DataType::Utf8, true),
+            Field::new("price", DataType::Float64, true),
+        ]);
+        assert!(schemas_equal_ignoring_nullability(&a, &b));
+    }
+
+    #[test]
+    fn schemas_not_equal_when_types_differ() {
+        let a = Schema::new(vec![Field::new("x", DataType::Int32, false)]);
+        let b = Schema::new(vec![Field::new("x", DataType::Int64, false)]);
+        assert!(!schemas_equal_ignoring_nullability(&a, &b));
+    }
+
+    #[test]
+    fn schemas_not_equal_when_names_differ() {
+        let a = Schema::new(vec![Field::new("ticker", DataType::Utf8, true)]);
+        let b = Schema::new(vec![Field::new("symbol", DataType::Utf8, true)]);
+        assert!(!schemas_equal_ignoring_nullability(&a, &b));
+    }
+
+    #[test]
+    fn schemas_not_equal_when_field_count_differs() {
+        let a = Schema::new(vec![
+            Field::new("x", DataType::Int32, false),
+            Field::new("y", DataType::Int32, false),
+        ]);
+        let b = Schema::new(vec![Field::new("x", DataType::Int32, false)]);
+        assert!(!schemas_equal_ignoring_nullability(&a, &b));
+    }
+}