diff --git a/emission/pipeline/intake_stage.py b/emission/pipeline/intake_stage.py
index 424d85e32..0b3499e3c 100644
--- a/emission/pipeline/intake_stage.py
+++ b/emission/pipeline/intake_stage.py
@@ -13,6 +13,7 @@
 from uuid import UUID
 import time
 import pymongo
+from datetime import datetime
 
 import emission.core.get_database as edb
 import emission.core.timer as ect
@@ -207,14 +208,92 @@ def run_intake_pipeline_for_user(uuid, skip_if_no_new_data):
                                  time.time(), gsr.elapsed)
 
 def _get_and_store_range(user_id, trip_key):
-    ts = esta.TimeSeries.get_time_series(user_id)
-    start_ts = ts.get_first_value_for_field(trip_key, "data.start_ts", pymongo.ASCENDING)
-    if start_ts == -1:
-        start_ts = None
-    end_ts = ts.get_first_value_for_field(trip_key, "data.end_ts", pymongo.DESCENDING)
-    if end_ts == -1:
-        end_ts = None
-
-    user = ecwu.User(user_id)
-    user.update({"pipeline_range": {"start_ts": start_ts, "end_ts": end_ts}})
-    logging.debug("After updating, new profiles is %s" % user.getProfile())
+    """
+    Extends the user profile with pipeline_range, total_trips, labeled_trips, and last_call.
+
+    Parameters:
+    - user_id (str): The UUID of the user.
+    - trip_key (str): The key representing the trip data in the time series.
+    """
+
+    try:
+        logging.info(f"Starting _get_and_store_range for user_id: {user_id}, trip_key: {trip_key}")
+        
+        # Fetch the time series for the user
+        ts = esta.TimeSeries.get_time_series(user_id)
+        logging.debug("Fetched time series data.")
+        
+        # Get start timestamp
+        start_ts = ts.get_first_value_for_field(trip_key, "data.start_ts", pymongo.ASCENDING)
+        start_ts = None if start_ts == -1 else start_ts
+        logging.debug(f"Start timestamp: {start_ts}")
+        
+        # Get end timestamp
+        end_ts = ts.get_first_value_for_field(trip_key, "data.end_ts", pymongo.DESCENDING)
+        end_ts = None if end_ts == -1 else end_ts
+        logging.debug(f"End timestamp: {end_ts}")
+
+        # Initialize counters
+        total_trips = 0
+        labeled_trips = 0
+
+        # Retrieve trip entries as an iterator
+        trip_entries = ts.find_entries([trip_key], time_query=None)
+
+        # Iterate through trip_entries once to count total_trips and labeled_trips
+        for trip in trip_entries:
+            total_trips += 1
+            if trip.get('data', {}).get('user_input'):
+                labeled_trips += 1
+        logging.info(f"Total trips: {total_trips}, Labeled trips: {labeled_trips}")
+
+        # Retrieve last GET and PUT calls from stats/server_api_time
+        docs_cursor = edb.get_timeseries_db().find({
+            "metadata.key": "stats/server_api_time",
+        })
+        logging.debug("Fetched API call statistics.")
+
+        last_get = None
+        last_put = None
+
+        for doc in docs_cursor:
+            api_call_name = doc.get("data", {}).get("name", "")
+            api_call_ts = doc.get("data", {}).get("ts")
+
+            if not api_call_ts:
+                logging.warning(f"Missing 'ts' in document: {doc}")
+                continue
+
+            if api_call_name.startswith("GET_"):
+                if not last_get or api_call_ts > last_get:
+                    last_get = api_call_ts
+                    logging.debug(f"Updated last_get to: {last_get}")
+            elif api_call_name.startswith("PUT_"):
+                if not last_put or api_call_ts > last_put:
+                    last_put = api_call_ts
+                    logging.debug(f"Updated last_put to: {last_put}")
+
+        # Determine the most recent call
+        if last_get and last_put:
+            last_call_ts = max(last_get, last_put)
+        else:
+            last_call_ts = last_get or last_put
+
+        logging.info(f"Last call timestamp: {last_call_ts}")
+
+        # Update the user profile with pipeline_range, total_trips, labeled_trips, and last_call
+        user = ecwu.User.fromUUID(user_id)
+        user.update({
+            "pipeline_range": {
+                "start_ts": start_ts,
+                "end_ts": end_ts
+            },
+            "total_trips": total_trips,
+            "labeled_trips": labeled_trips,
+            "last_call": last_call_ts
+        })
+        logging.debug("User profile updated successfully.")
+        logging.debug("After updating, new profile is %s", user.getProfile())
+
+    except Exception as e:
+        logging.error(f"Error in _get_and_store_range for user_id {user_id}: {e}")
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