diff --git a/implementation/auditing/audit_pipeline.sh b/implementation/auditing/audit_pipeline.sh
index a64d9f7..c76de74 100755
--- a/implementation/auditing/audit_pipeline.sh
+++ b/implementation/auditing/audit_pipeline.sh
@@ -3,11 +3,11 @@ set -euo pipefail
 
 # VeriPath Audit Pipeline
 # Usage: ./audit_pipeline.sh "Business Name" "City, ST" [output-dir]
-# Sequence: multi_scraper.py → audit_engine.py → findings + report in target folder
+# Sequence: multi_scraper.py → audit_engine.py → findings + raw capture in target folder
 
 SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
-BUSINESS="${1:?Usage: audit_pipeline.sh \"Business Name\" \"City, ST\" [output-dir]}"
-LOCATION="${2:?Usage: audit_pipeline.sh \"Business Name\" \"City, ST\" [output-dir]}"
+BUSINESS="${1:?Usage: ./audit_pipeline.sh \"Business Name\" \"City, ST\" [output-dir]}"
+LOCATION="${2:?Usage: ./audit_pipeline.sh \"Business Name\" \"City, ST\" [output-dir]}"
 OUTPUT_DIR="${3:-}"
 
 # Temporary working dir for this run
@@ -30,10 +30,12 @@ echo "[OK] Extraction complete: $SCRAPER_OUT"
 # Step 2: Audit engine
 if [ -n "$OUTPUT_DIR" ]; then
     mkdir -p "$OUTPUT_DIR"
+    # Required artifact set (locked beta process v1.0): raw capture + findings in the run folder
+    cp "$SCRAPER_OUT" "$OUTPUT_DIR/"
     ENGINE_ARGS+=("--output-dir" "$OUTPUT_DIR")
     echo "[$(date +%T)] Auditing (output: $OUTPUT_DIR)"
     uv run python3 "$SCRIPT_DIR/audit_engine.py" "$SCRAPER_OUT" "${ENGINE_ARGS[@]}"
-    echo "[DONE] Findings written to $OUTPUT_DIR/"
+    echo "[DONE] Findings + raw capture written to $OUTPUT_DIR/"
 else
     echo "[$(date +%T)] Auditing (stdout)"
     uv run python3 "$SCRIPT_DIR/audit_engine.py" "$SCRAPER_OUT" "${ENGINE_ARGS[@]}"