diff --git a/rust-ai/src/main.rs b/rust-ai/src/main.rs
index ed07239..ef33b3f 100644
--- a/rust-ai/src/main.rs
+++ b/rust-ai/src/main.rs
@@ -287,8 +287,8 @@ async fn handle_chat(
     if has_listing || (has_show && has_job) || (has_show && msg_lower.contains("links")) || msg_lower.contains("recent leads") {
         let now = SystemTime::now().duration_since(UNIX_EPOCH).unwrap_or_default().as_secs();
         let base_url = "http://localhost:3008/scrape/facebook";
-        let mut req_builder = state.http_client.post(base_url).timeout(Duration::from_secs(300));
-
+        use std::fmt::Write;
+        let mut service_url = base_url.to_string();
         if let Ok(Some((_, path))) = sqlx::query_as::<_, (uuid::Uuid, String)>(
             "SELECT id, profile_path FROM facebook_accounts \
              WHERE is_active = TRUE AND flagged = FALSE \
@@ -297,27 +297,48 @@ async fn handle_chat(
         .fetch_optional(&state.db)
         .await
         {
-            req_builder = req_builder.query(&[("profile_path", &path), ("force", &"true".to_string())]);
+            let encoded: String = path.chars().map(|c| match c {
+                'A'..='Z' | 'a'..='z' | '0'..='9' | '.' | '-' | '_' | '~' => c.to_string(),
+                _ => format!("%{:02X}", c as u8),
+            }).collect();
+            write!(service_url, "?profile_path={}&force=true", encoded).unwrap();
+            info!("Calling Python scrape at: {}?profile_path=...&force=true", base_url);
         } else {
             warn!("No active Facebook account found for on-demand scrape");
         }
+        let req_builder = state.http_client.post(&service_url);
 
         match req_builder.send().await {
             Ok(resp) => {
-                if let Ok(scrape_resp) = resp.json::<ScrapeResponse>().await {
-                    info!("Scraped {} leads from Facebook", scrape_resp.leads.len());
-                    let mut store = state.leads.lock().await;
-                    for item in &scrape_resp.leads {
-                        store.push(Lead {
-                            title: truncate(&item.title, 120),
-                            url: item.url.clone(),
-                            source: item.source.clone().unwrap_or_else(|| "facebook".to_string()),
-                            found_at: now,
-                            author: truncate(&item.author, 60),
-                            date: truncate(&item.date, 30),
-                            content: truncate(&item.content, 300),
-                        });
+                let status = resp.status();
+                let body = resp.text().await.unwrap_or_default();
+                info!("Python scrape response ({}): {} bytes", status, body.len());
+                if body.starts_with('{') {
+                    match serde_json::from_str::<ScrapeResponse>(&body) {
+                        Ok(scrape_resp) => {
+                            info!("Scraped {} leads from Facebook", scrape_resp.leads.len());
+                            if scrape_resp.leads.is_empty() && scrape_resp.error.is_some() {
+                                warn!("Python returned error: {:?}", scrape_resp.error);
+                            }
+                            let mut store = state.leads.lock().await;
+                            for item in &scrape_resp.leads {
+                                store.push(Lead {
+                                    title: truncate(&item.title, 120),
+                                    url: item.url.clone(),
+                                    source: item.source.clone().unwrap_or_else(|| "facebook".to_string()),
+                                    found_at: now,
+                                    author: truncate(&item.author, 60),
+                                    date: truncate(&item.date, 30),
+                                    content: truncate(&item.content, 300),
+                                });
+                            }
+                        }
+                        Err(e) => {
+                            warn!("Failed to parse Python scrape response: {} body: {}", e, &body[..body.len().min(200)]);
+                        }
                     }
+                } else {
+                    warn!("Python returned non-JSON response: {}", &body[..body.len().min(200)]);
                 }
             }
             Err(e) => {
@@ -497,6 +518,9 @@ async fn main() {
                 return;
             }
         };
+        // Initial delay to let user on-demand requests take priority
+        tokio::time::sleep(Duration::from_secs(300)).await;
+
         loop {
             // 10% random cycle skip — makes pattern non-periodic
             if rand::thread_rng().gen_range(0..100) < 10 {
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