diff --git a/src/Purrse.Api/Services/ChatService.cs b/src/Purrse.Api/Services/ChatService.cs
index 3d3d685..0a94c0c 100644
--- a/src/Purrse.Api/Services/ChatService.cs
+++ b/src/Purrse.Api/Services/ChatService.cs
@@ -251,10 +251,10 @@ public class ChatService : IChatService
                 var rawContent = response?.Message?.Content ?? "I'm sorry, I couldn't process that request.";
 
                 // If the model responded without calling any tools on the first attempt
-                // AND there are no prior tool results in the conversation, it likely
-                // fabricated data. Nudge it to use tools. Skip the nudge when prior
-                // tool results exist — the model may be referencing earlier data.
-                if (toolResults.Count == 0 && i == 0 && !hasExistingToolResults)
+                // AND there are no prior tool results AND no page context data, it
+                // likely fabricated data. Nudge it to use tools. Skip when prior tool
+                // results or page context exist — the model has real data to reference.
+                if (toolResults.Count == 0 && i == 0 && !hasExistingToolResults && string.IsNullOrEmpty(request.PageContext))
                 {
                     _logger.LogWarning("Model responded without calling tools on first attempt, retrying with nudge");
                     ollamaMessages.Add(new OllamaToolMessage