diff --git a/requirements.txt b/requirements.txt
index 5849375..30732cf 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -22,4 +22,5 @@ jinja2>=3.1.5
 
 # Scalable mode backends (PostgreSQL + Redis)
 psycopg2-binary>=2.9.0
-redis>=5.0.0
\ No newline at end of file
+redis>=5.0.0
+prometheus-client>=0.25.0
diff --git a/src/app.py b/src/app.py
index 604784a..baf156b 100644
--- a/src/app.py
+++ b/src/app.py
@@ -6,10 +6,11 @@
 """
 
 import gc
-import sys
 import os
 from contextlib import asynccontextmanager
 
+from prometheus_client import make_asgi_app
+
 from fastapi import FastAPI, Request, Response
 from fastapi.responses import JSONResponse, FileResponse
 from fastapi.staticfiles import StaticFiles
@@ -247,6 +248,15 @@ async def access_log_middleware(request: Request, call_next):
     config = get_config()
     secret = config.dashboard_secret_path.lstrip("/")
     static_dir = os.path.join(os.path.dirname(__file__), "templates", "static")
+
+    # Add prometheus ASGI application endpoint
+    metrics_app = make_asgi_app()
+    application.mount(
+        f"/{secret}/metrics",
+        metrics_app,
+        name="metrics",
+    )
+
     application.mount(
         f"/{secret}/static",
         StaticFiles(directory=static_dir),
diff --git a/src/database.py b/src/database.py
index 95b2bc6..e510c13 100644
--- a/src/database.py
+++ b/src/database.py
@@ -9,13 +9,10 @@
 import stat
 from datetime import datetime, timedelta
 from typing import Optional, List, Dict, Any
-from zoneinfo import ZoneInfo
 
 from sqlalchemy import create_engine, func, distinct, event, or_, and_
 from sqlalchemy.orm import sessionmaker, scoped_session, Session, joinedload
-from sqlalchemy.engine import Engine
 
-from ip_utils import is_local_or_private_ip, is_valid_public_ip
 
 from models import (
     Base,
@@ -25,7 +22,6 @@
     IpStats,
     CategoryHistory,
     TrackedIp,
-    GeneratedPage,
 )
 from sanitizer import (
     sanitize_ip,
@@ -2461,7 +2457,6 @@ def get_attack_types_stats(
         """
         session = self.session
         try:
-            from sqlalchemy import func
 
             # Aggregate attack types with count
             query = session.query(
@@ -3110,6 +3105,18 @@ def get_generated_pages_paginated(
         finally:
             self.close_session()
 
+    def count_category(self, category: str) -> int:
+        """Count the total number of ips in a given category."""
+        session = self.session
+        try:
+            count = session.query(IpStats).filter(IpStats.category == category).count()
+            return count or 0
+        except Exception as e:
+            applogger.error(f"Error counting {category}: {e}")
+            return 0
+        finally:
+            self.close_session()
+
     def count_generated_pages_created_today(self) -> int:
         """Count how many generated pages were created today.
 
diff --git a/src/routes/api.py b/src/routes/api.py
index d2512a5..5c30906 100644
--- a/src/routes/api.py
+++ b/src/routes/api.py
@@ -11,7 +11,7 @@
 import secrets
 import time
 
-from fastapi import APIRouter, Request, Response, Query, Cookie
+from fastapi import APIRouter, Request, Response, Query
 from fastapi.responses import JSONResponse
 from pydantic import BaseModel
 
diff --git a/src/tasks/analyze_ips.py b/src/tasks/analyze_ips.py
index 4444244..fb9f297 100644
--- a/src/tasks/analyze_ips.py
+++ b/src/tasks/analyze_ips.py
@@ -7,6 +7,7 @@
 from wordlists import get_wordlists
 from config import get_config
 from logger import get_app_logger
+from prometheus_client import Gauge, REGISTRY
 
 # ----------------------
 # TASK CONFIG
@@ -19,12 +20,25 @@
     "run_when_loaded": True,
 }
 
+CATEGORIES = ("attacker", "good_crawler", "bad_crawler", "regular_user")
+
+num_clients = Gauge(
+    "clients_total",
+    "Total number of IPs per classification category",
+    labelnames=["category"],
+    namespace="krawl",
+    registry=REGISTRY,
+)
+
 
 def main():
     config = get_config()
     db_manager = get_database()
     app_logger = get_app_logger()
 
+    for category in CATEGORIES:
+        num_clients.labels(category).set(db_manager.count_category(category))
+
     http_risky_methods_threshold = config.http_risky_methods_threshold
     violated_robots_threshold = config.violated_robots_threshold
     uneven_request_timing_threshold = config.uneven_request_timing_threshold
@@ -382,9 +396,14 @@ def main():
             "bad_crawler": bad_crawler_score,
             "regular_user": regular_user_score,
         }
+
         category = max(category_scores, key=category_scores.get)
+
         last_analysis = datetime.now()
         db_manager.update_ip_stats_analysis(
             ip, analyzed_metrics, category, category_scores, last_analysis
         )
+
+    for category in CATEGORIES:
+        num_clients.labels(category).set(db_manager.count_category(category))
     return