diff --git a/composer.json b/composer.json
index bed37d9..eb5fecd 100644
--- a/composer.json
+++ b/composer.json
@@ -1,5 +1,7 @@
 {
     "require": {
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+        "php-mqtt/client": "^2.2",
+        "fabpot/goutte": "^4.0",
+        "symfony/polyfill-ctype": "^1.31"
     }
 }
diff --git a/composer.lock b/composer.lock
index 50aecb7..15669d6 100644
--- a/composer.lock
+++ b/composer.lock
@@ -4,8 +4,132 @@
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+                },
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+                    "email": "goetas@gmail.com"
+                }
+            ],
+            "description": "An HTML5 parser and serializer.",
+            "homepage": "http://masterminds.github.io/html5-php",
+            "keywords": [
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+                "dom",
+                "html",
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+                "source": "https://github.com/Masterminds/html5-php/tree/2.9.0"
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+            "time": "2024-03-31T07:05:07+00:00"
+        },
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             "name": "myclabs/php-enum",
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@@ -126,6 +250,59 @@
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             "time": "2024-11-24T20:54:32+00:00"
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+            "keywords": [
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+                "container",
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+                "source": "https://github.com/php-fig/container/tree/2.0.2"
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+            "time": "2021-11-05T16:47:00+00:00"
+        },
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             "name": "psr/log",
             "version": "3.0.2",
@@ -175,6 +352,935 @@
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+                    "email": "trevor.rowbotham@pm.me"
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+                    "name": "Symfony Community",
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+                    "url": "https://symfony.com/sponsor",
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+            ],
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+            "source": {
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+            },
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+                "ext-intl": "For best performance"
+            },
+            "type": "library",
+            "extra": {
+                "thanks": {
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+                }
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+                    "bootstrap.php"
+                ],
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+                    "Symfony\\Polyfill\\Intl\\Normalizer\\": ""
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+                "classmap": [
+                    "Resources/stubs"
+                ]
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+                },
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+                    "name": "Symfony Community",
+                    "homepage": "https://symfony.com/contributors"
+                }
+            ],
+            "description": "Symfony polyfill for intl's Normalizer class and related functions",
+            "homepage": "https://symfony.com",
+            "keywords": [
+                "compatibility",
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+            "suggest": {
+                "ext-mbstring": "For best performance"
+            },
+            "type": "library",
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+                "thanks": {
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+                "MIT"
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+                    "name": "Nicolas Grekas",
+                    "email": "p@tchwork.com"
+                },
+                {
+                    "name": "Symfony Community",
+                    "homepage": "https://symfony.com/contributors"
+                }
+            ],
+            "description": "Symfony polyfill for the Mbstring extension",
+            "homepage": "https://symfony.com",
+            "keywords": [
+                "compatibility",
+                "mbstring",
+                "polyfill",
+                "portable",
+                "shim"
+            ],
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+                "source": "https://github.com/symfony/polyfill-mbstring/tree/v1.31.0"
+            },
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+                {
+                    "url": "https://symfony.com/sponsor",
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+                },
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+                    "type": "github"
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+            "name": "symfony/service-contracts",
+            "version": "v3.5.1",
+            "source": {
+                "type": "git",
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+            },
+            "conflict": {
+                "ext-psr": "<1.1|>=2"
+            },
+            "type": "library",
+            "extra": {
+                "thanks": {
+                    "url": "https://github.com/symfony/contracts",
+                    "name": "symfony/contracts"
+                },
+                "branch-alias": {
+                    "dev-main": "3.5-dev"
+                }
+            },
+            "autoload": {
+                "psr-4": {
+                    "Symfony\\Contracts\\Service\\": ""
+                },
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+                    "/Test/"
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+            "license": [
+                "MIT"
+            ],
+            "authors": [
+                {
+                    "name": "Nicolas Grekas",
+                    "email": "p@tchwork.com"
+                },
+                {
+                    "name": "Symfony Community",
+                    "homepage": "https://symfony.com/contributors"
+                }
+            ],
+            "description": "Generic abstractions related to writing services",
+            "homepage": "https://symfony.com",
+            "keywords": [
+                "abstractions",
+                "contracts",
+                "decoupling",
+                "interfaces",
+                "interoperability",
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+                "source": "https://github.com/symfony/service-contracts/tree/v3.5.1"
+            },
+            "funding": [
+                {
+                    "url": "https://symfony.com/sponsor",
+                    "type": "custom"
+                },
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+                    "url": "https://github.com/fabpot",
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+                    "type": "tidelift"
+                }
+            ],
+            "time": "2024-09-25T14:20:29+00:00"
         }
     ],
     "packages-dev": [],
diff --git a/public/addFilament.php b/public/addFilament.php
new file mode 100644
index 0000000..99199a6
--- /dev/null
+++ b/public/addFilament.php
@@ -0,0 +1,194 @@
+<?php include '../src/session_check.php'; ?>
+
+<html lang="en" data-bs-theme="light">
+<head>
+	<!-- Required meta tags -->
+	<meta charset="utf-8">
+	<meta name="viewport" content="width=device-width, initial-scale=1">
+	<!--favicon-->
+	<link rel="icon" href="../assets/images/favicon-32x32.png" type="image/png">
+	<!--plugins-->
+	<link href="../assets/plugins/vectormap/jquery-jvectormap-2.0.2.css" rel="stylesheet">
+	<link href="../assets/plugins/simplebar/css/simplebar.css" rel="stylesheet">
+	<link href="../assets/plugins/perfect-scrollbar/css/perfect-scrollbar.css" rel="stylesheet">
+	<link href="../assets/plugins/metismenu/css/metisMenu.min.css" rel="stylesheet">
+	<!-- loader-->
+	<link href="../assets/css/pace.min.css" rel="stylesheet"/>    
+	<script src="../assets/js/pace.min.js"></script>
+	<!-- Bootstrap CSS -->
+	<link href="../assets/css/bootstrap.min.css" rel="stylesheet">
+	<link href="../assets/css/bootstrap-extended.css" rel="stylesheet">
+	<link href="https://fonts.googleapis.com/css2?family=Roboto:wght@400;500&display=swap" rel="stylesheet">
+	
+	<link href="../assets/sass/app.css" rel="stylesheet">
+	<link href="../assets/css/icons.css" rel="stylesheet">
+	<link href='https://unpkg.com/boxicons@2.1.4/css/boxicons.min.css' rel='stylesheet'>
+	<!-- Theme Style CSS -->
+	<link rel="stylesheet" href="../assets/sass/dark-theme.css">
+	<link rel="stylesheet" href="../assets/sass/semi-dark.css">
+	<link rel="stylesheet" href="../assets/sass/bordered-theme.css">
+	
+	<title>TOD Dashboard</title>
+</head>
+
+<body>
+	<!--wrapper-->
+	<div class="wrapper">
+		<!--sidebar wrapper -->
+		<?php include '../src/nav.php'; ?>
+		<!--end sidebar wrapper -->
+		<!--start header -->
+		<?php include '../src/header.php'; ?>
+		<!--end header -->
+
+		<!--start page wrapper -->
+		<div class="page-wrapper">
+			<div class="page-content">
+		<!--start page content -->		
+
+					<!--breadcrumb-->
+					<div class="page-breadcrumb d-none d-sm-flex align-items-center mb-3">
+					<div class="breadcrumb-title pe-3">Filament Settings</div>
+					<div class="ps-3">
+						<nav aria-label="breadcrumb">
+							<ol class="breadcrumb mb-0 p-0">
+								<li class="breadcrumb-item"><a href="index.php"><i class="bx bx-home-alt"></i></a>
+								</li>
+								<li class="breadcrumb-item active" aria-current="page">Add Filament</li>
+							</ol>
+						</nav>
+					</div>
+				</div>
+				<!--end breadcrumb-->
+
+                <div class="row">
+    <div class="col-lg-8 mx-auto">
+        <div class="card">
+            <div class="card-header px-4 py-3">
+                <h5 class="mb-0">Add New Filament to Track</h5>
+            </div>
+            <div class="card-body p-4">
+                <!-- Alert Banner (Hidden Initially) -->
+                <div id="alertBanner" class="alert d-none" role="alert"></div>
+
+                <form id="filamentForm">
+                    <div class="row mb-3">
+                        <label for="productName" class="col-sm-3 col-form-label">Filament Name</label>
+                        <div class="col-sm-9">
+                            <input type="text" class="form-control" id="productName" name="productName" placeholder="Brand / Type of Filament" required>
+                        </div>
+                    </div>
+
+                    <div class="row mb-3">
+                        <label for="productUrl" class="col-sm-3 col-form-label">Amazon URL</label>
+                        <div class="col-sm-9">
+                            <input type="url" class="form-control" id="productUrl" name="productUrl" placeholder="https://www.amazon.co.uk/example" required>
+                        </div>
+                    </div>
+
+                    <div class="row">
+                        <label class="col-sm-3 col-form-label"></label>
+                        <div class="col-sm-9">
+                            <div class="d-md-flex d-grid align-items-center gap-3">
+                                <button type="submit" class="btn btn-primary px-4">Track Filament</button>
+                                <button type="reset" class="btn btn-light px-4">Reset</button>
+                            </div>
+                        </div>
+                    </div>
+                </form>
+            </div>
+        </div>
+    </div>
+</div>
+
+<!-- jQuery & AJAX Script -->
+<script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
+<script>
+$(document).ready(function() {
+    $('#filamentForm').on('submit', function(event) {
+        event.preventDefault();  // Prevent traditional form submission
+
+        // Collect form data
+        let formData = $(this).serialize();
+
+        // AJAX request to submit form
+        $.ajax({
+            type: 'POST',
+            url: '../src/filamentTracker/addFilament.php',
+            data: formData,
+            dataType: 'json',
+            success: function(response) {
+                let banner = $('#alertBanner');
+                if (response.status === 'success') {
+                    banner.removeClass('d-none alert-danger')
+                          .addClass('alert-success')
+                          .text(response.message);
+                } else {
+                    banner.removeClass('d-none alert-success')
+                          .addClass('alert-danger')
+                          .text(response.message);
+                }
+            },
+            error: function() {
+                $('#alertBanner').removeClass('d-none alert-success')
+                                 .addClass('alert-danger')
+                                 .text('An error occurred while adding the filament.');
+            }
+        });
+    });
+});
+</script>
+
+		<!--end page content -->
+			</div>
+		</div>
+		<!--end page wrapper -->
+
+		<!--start overlay-->
+		 <div class="overlay mobile-toggle-icon"></div>
+		<!--end overlay-->
+		<!--Start Back To Top Button-->
+		  <a href="javaScript:;" class="back-to-top"><i class='bx bxs-up-arrow-alt'></i></a>
+		<!--End Back To Top Button-->
+		<footer class="page-footer">
+			<p class="mb-0">Copyright © 2024. All right reserved.</p>
+		</footer>
+	</div>
+	<!--end wrapper-->
+
+
+	<!-- search modal -->
+    <div class="modal" id="SearchModal" tabindex="-1">
+		<div class="modal-dialog modal-dialog-centered modal-dialog-scrollable modal-fullscreen-md-down">
+		  <div class="modal-content">
+			<div class="modal-header gap-2">
+			  <div class="position-relative popup-search w-100">
+				<input class="form-control form-control-lg ps-5 border border-3 border-primary" type="search" placeholder="Search">
+				<span class="position-absolute top-50 search-show ms-3 translate-middle-y start-0 top-50 fs-4"><i class='bx bx-search'></i></span>
+			  </div>
+			  <button type="button" class="btn-close d-md-none" data-bs-dismiss="modal" aria-label="Close"></button>
+			</div>
+		  </div>
+		</div>
+	  </div>
+    <!-- end search modal -->
+
+	<!-- Bootstrap JS -->
+	<script src="../assets/js/bootstrap.bundle.min.js"></script>
+	<!--plugins-->
+	<script src="../assets/js/jquery.min.js"></script>
+	<script src="../assets/plugins/simplebar/js/simplebar.min.js"></script>
+	<script src="../assets/plugins/metismenu/js/metisMenu.min.js"></script>
+	<script src="../assets/plugins/perfect-scrollbar/js/perfect-scrollbar.js"></script>
+	<script src="../assets/plugins/apexcharts-bundle/js/apexcharts.min.js"></script>
+	<!--app JS-->
+	<script src="../assets/js/app.js"></script>
+
+	<script src="../assets/js/index.js"></script>
+	<script src="../assets/plugins/peity/jquery.peity.min.js"></script>
+    <script>
+       $(".data-attributes span").peity("donut")
+    </script>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/src/filamentTracker/addFilament.php b/src/filamentTracker/addFilament.php
new file mode 100644
index 0000000..ea4bb98
--- /dev/null
+++ b/src/filamentTracker/addFilament.php
@@ -0,0 +1,131 @@
+<?php
+require '../../vendor/autoload.php';
+require '../db.php';
+require_once '../envLoader.php';
+loadEnv(__DIR__ . '/../../.env');
+
+// Check if the user is logged in
+if (!isset($_SESSION['userId'])) {
+    echo json_encode(['status' => 'error', 'message' => 'User not authenticated.']);
+    exit;
+}
+
+use Goutte\Client;
+
+// Start session to get user ID
+session_start();
+if (!isset($_SESSION['userId'])) {
+    echo json_encode(['status' => 'error', 'message' => 'User not authenticated.']);
+    exit;
+}
+
+// Check for POST data
+if ($_SERVER['REQUEST_METHOD'] === 'POST') {
+    $filamentName = $_POST['productName'] ?? '';
+    $amazonUrl = $_POST['productUrl'] ?? '';
+    $userId = $_SESSION['userId'];
+
+    // Basic validation
+    if (empty($filamentName) || empty($amazonUrl)) {
+        echo json_encode(['status' => 'error', 'message' => 'Filament name and URL are required.']);
+        exit;
+    }
+
+    $client = new Client();
+    try {
+        // Scrape the Amazon page for initial price and other details
+        $crawler = $client->request('GET', $amazonUrl);
+        
+        // Scrape Price
+        $whole = $crawler->filter('.a-price-whole')->count() ? $crawler->filter('.a-price-whole')->text() : '0';
+        $fraction = $crawler->filter('.a-price-fraction')->count() ? $crawler->filter('.a-price-fraction')->text() : '00';
+
+        $whole = preg_replace('/[^0-9]/', '', $whole);
+        $fraction = preg_replace('/[^0-9]/', '', $fraction);
+        $fraction = strlen($fraction) === 1 ? $fraction . '0' : substr($fraction, 0, 2);
+        $totalPrice = floatval($whole . '.' . $fraction);
+
+        // Scrape Filament Details from Table
+        $details = [];
+        $crawler->filter('table.a-normal tr')->each(function ($node) use (&$details) {
+            $label = trim($node->filter('td.a-span3')->text());
+            $value = trim($node->filter('td.a-span9')->text());
+            $details[$label] = $value;
+        });
+
+
+        // Extract details or use default if not found
+        $brand = $details['Brand'] ?? 'Unknown';
+        $material = $details['Material'] ?? 'Unknown';
+        $color = $details['Colour'] ?? 'Unknown';
+        $filamentWeight = isset($details['Item weight']) ? preg_replace('/[^0-9.]/', '', $details['Item weight']) : 1;
+        if (stripos($details['Item weight'], 'kilograms') !== false || stripos($details['Item weight'], 'kg') !== false) {
+            $filamentWeight = $filamentWeight * 1000;  // Convert KG to G
+        }
+        $itemDiameter = isset($details['Item diameter']) ? preg_replace('/[^0-9.]/', '', $details['Item diameter']) : 1.75;
+
+        // Start a transaction to ensure consistency
+        $pdo->beginTransaction();
+
+        // Check if filament already exists
+        $stmt = $pdo->prepare("SELECT id FROM filamentTracker WHERE amazonUrl = :amazonUrl");
+        $stmt->execute([':amazonUrl' => $amazonUrl]);
+        $existingFilament = $stmt->fetch(PDO::FETCH_ASSOC);
+
+        if ($existingFilament) {
+            // Filament exists – just update the price history
+            $filamentId = $existingFilament['id'];
+            $stmt = $pdo->prepare("
+                INSERT INTO filamentPriceHistory (filamentId, price) 
+                VALUES (:filamentId, :price)
+            ");
+            $stmt->execute([
+                ':filamentId' => $filamentId,
+                ':price' => $totalPrice
+            ]);
+            $message = 'Filament price updated successfully.';
+        } else {
+            // Insert new filament into filamentTracker
+            $stmt = $pdo->prepare("
+                INSERT INTO filamentTracker (userId, filamentName, amazonUrl, filamentWeight, brand, material, color, itemDiameter)
+                VALUES (:userId, :filamentName, :amazonUrl, :filamentWeight, :brand, :material, :color, :itemDiameter)
+            ");
+            $stmt->execute([
+                ':userId' => $userId,
+                ':filamentName' => $filamentName,
+                ':amazonUrl' => $amazonUrl,
+                ':filamentWeight' => $filamentWeight,
+                ':brand' => $brand,
+                ':material' => $material,
+                ':color' => $color,
+                ':itemDiameter' => $itemDiameter
+            ]);
+
+            // Get the last inserted filament ID
+            $filamentId = $pdo->lastInsertId();
+
+            // Insert initial price into filamentPriceHistory
+            $stmt = $pdo->prepare("
+                INSERT INTO filamentPriceHistory (filamentId, price) 
+                VALUES (:filamentId, :price)
+            ");
+            $stmt->execute([
+                ':filamentId' => $filamentId,
+                ':price' => $totalPrice
+            ]);
+
+            $message = $filamentName . ' Filament added successfully and price tracked.';
+        }
+
+        // Commit the transaction
+        $pdo->commit();
+
+        echo json_encode(['status' => 'success', 'message' => $message]);
+    } catch (Exception $e) {
+        $pdo->rollBack();
+        echo json_encode(['status' => 'error', 'message' => 'Failed to scrape or insert data. Error: ' . $e->getMessage()]);
+    }
+} else {
+    echo json_encode(['status' => 'error', 'message' => 'Invalid request method.']);
+}
+?>
diff --git a/src/filamentTracker/getFilamentPrices.php b/src/filamentTracker/getFilamentPrices.php
new file mode 100644
index 0000000..ab25444
--- /dev/null
+++ b/src/filamentTracker/getFilamentPrices.php
@@ -0,0 +1,68 @@
+<?php
+require '../../vendor/autoload.php';
+require '../db.php';
+require_once '../envLoader.php';
+loadEnv(__DIR__ . '/../../.env');
+
+// Check if the user is logged in
+if (!isset($_SESSION['userId'])) {
+    echo json_encode(['status' => 'error', 'message' => 'User not authenticated.']);
+    exit;
+}
+
+header('Content-Type: application/json');
+
+// Fetch all filament prices from the database
+try {
+    $stmt = $pdo->query("
+        SELECT 
+            ft.filamentName, 
+            ft.brand,
+            ft.material,
+            ft.color,
+            fp.price,
+            fp.recordedAt
+        FROM 
+            filamentTracker ft
+        JOIN 
+            filamentPriceHistory fp ON ft.id = fp.filamentId
+        ORDER BY 
+            ft.filamentName, 
+            fp.recordedAt ASC
+    ");
+    
+    $filaments = $stmt->fetchAll(PDO::FETCH_ASSOC);
+
+    $result = [];
+
+    // Format data for charts (grouped by filament)
+    foreach ($filaments as $filament) {
+        $name = $filament['filamentName'];
+        
+        if (!isset($result[$name])) {
+            $result[$name] = [
+                'brand' => $filament['brand'],
+                'material' => $filament['material'],
+                'color' => $filament['color'],
+                'prices' => []
+            ];
+        }
+
+        $result[$name]['prices'][] = [
+            'price' => $filament['price'],
+            'recordedAt' => $filament['recordedAt']
+        ];
+    }
+
+    // Return as JSON
+    echo json_encode([
+        'status' => 'success',
+        'data' => $result
+    ], JSON_PRETTY_PRINT);
+} catch (PDOException $e) {
+    echo json_encode([
+        'status' => 'error',
+        'message' => 'Failed to fetch filament prices: ' . $e->getMessage()
+    ]);
+}
+?>
diff --git a/src/filamentTracker/trackFilamentPrices.php b/src/filamentTracker/trackFilamentPrices.php
new file mode 100644
index 0000000..4293255
--- /dev/null
+++ b/src/filamentTracker/trackFilamentPrices.php
@@ -0,0 +1,98 @@
+<?php
+ini_set('display_errors', 1);
+ini_set('display_startup_errors', 1);
+error_reporting(E_ALL);
+
+require '../../vendor/autoload.php';
+require '../db.php';
+require_once '../envLoader.php';
+loadEnv(__DIR__ . '/../../.env');
+
+use Goutte\Client;
+
+function scrapeFilamentPrice($productName, $productUrl) {
+    $client = new Client();
+    $crawler = $client->request('GET', $productUrl);
+
+    // Extract the current price
+    $price = $crawler->filter('span.a-price-whole')->first()->text();
+    $price = str_replace(',', '', $price);  // Clean the price string
+
+    // Extract the original price (if available)
+    $originalPriceNode = $crawler->filter('span.a-price.a-text-price')->first();
+    $originalPrice = $originalPriceNode->count() ? str_replace(',', '', $originalPriceNode->text()) : null;
+
+    // Calculate the discount percentage
+    $discountPercentage = null;
+    if ($originalPrice) {
+        $discountPercentage = round(100 - (($price / $originalPrice) * 100), 2);
+    }
+
+    $currency = 'GBP';
+
+    return [
+        'productName' => $productName,
+        'productUrl' => $productUrl,
+        'price' => $price,
+        'originalPrice' => $originalPrice,
+        'discountPercentage' => $discountPercentage,
+        'currency' => $currency
+    ];
+}
+
+// Handle Form Submission (Add New Filament to Track)
+if ($_SERVER['REQUEST_METHOD'] === 'POST') {
+    $productName = $_POST['productName'];
+    $productUrl = $_POST['productUrl'];
+
+    $result = scrapeFilamentPrice($productName, $productUrl);
+
+    try {
+        $stmt = $pdo->prepare("
+            INSERT INTO filamentPrices (productName, productUrl, price, originalPrice, discountPercentage, currency)
+            VALUES (:productName, :productUrl, :price, :originalPrice, :discountPercentage, :currency)
+        ");
+        $stmt->execute([
+            ':productName' => $result['productName'],
+            ':productUrl' => $result['productUrl'],
+            ':price' => $result['price'],
+            ':originalPrice' => $result['originalPrice'],
+            ':discountPercentage' => $result['discountPercentage'],
+            ':currency' => $result['currency']
+        ]);
+
+        echo json_encode(['status' => 'success', 'message' => 'Filament price recorded successfully!']);
+    } catch (PDOException $e) {
+        echo json_encode(['status' => 'error', 'message' => 'Failed to record price: ' . $e->getMessage()]);
+    }
+}
+
+// Handle Scheduled Scraping for Existing URLs (Cron Job)
+if (isset($argv[1]) && $argv[1] === 'cron') {
+    try {
+        $stmt = $pdo->query("SELECT * FROM filamentPrices GROUP BY productUrl");
+        $filaments = $stmt->fetchAll(PDO::FETCH_ASSOC);
+
+        foreach ($filaments as $filament) {
+            $result = scrapeFilamentPrice($filament['productName'], $filament['productUrl']);
+
+            $stmt = $pdo->prepare("
+                INSERT INTO filamentPrices (productName, productUrl, price, originalPrice, discountPercentage, currency)
+                VALUES (:productName, :productUrl, :price, :originalPrice, :discountPercentage, :currency)
+            ");
+            $stmt->execute([
+                ':productName' => $result['productName'],
+                ':productUrl' => $result['productUrl'],
+                ':price' => $result['price'],
+                ':originalPrice' => $result['originalPrice'],
+                ':discountPercentage' => $result['discountPercentage'],
+                ':currency' => $result['currency']
+            ]);
+
+            echo "Recorded: {$result['productName']} - £{$result['price']} (Discount: {$result['discountPercentage']}%)\n";
+        }
+    } catch (PDOException $e) {
+        echo "Failed to fetch filament data: " . $e->getMessage();
+    }
+}
+?>
diff --git a/src/filamentTracker/updateFilamentPrices.php b/src/filamentTracker/updateFilamentPrices.php
new file mode 100644
index 0000000..ee5ad45
--- /dev/null
+++ b/src/filamentTracker/updateFilamentPrices.php
@@ -0,0 +1,63 @@
+<?php
+require '/mnt/www-live/TechOdyssey_Designs_Dashboard/vendor/autoload.php';
+require '/mnt/www-live/TechOdyssey_Designs_Dashboard/src/db.php';
+require_once '/mnt/www-live/TechOdyssey_Designs_Dashboard/src/envLoader.php';
+loadEnv(__DIR__ . '/../../.env');
+
+use Goutte\Client;
+
+// Function to scrape price
+function scrapePrice($url) {
+    $client = new Client();  // Reinitialize client for each request
+    try {
+        $crawler = $client->request('GET', $url);
+
+        $whole = $crawler->filter('.a-price-whole')->count() ? $crawler->filter('.a-price-whole')->text() : '0';
+        $fraction = $crawler->filter('.a-price-fraction')->count() ? $crawler->filter('.a-price-fraction')->text() : '00';
+
+        $whole = preg_replace('/[^0-9]/', '', $whole);
+        $fraction = preg_replace('/[^0-9]/', '', $fraction);
+        $fraction = strlen($fraction) === 1 ? $fraction . '0' : substr($fraction, 0, 2);
+
+        $totalPrice = floatval($whole . '.' . $fraction);
+
+        return $totalPrice;
+    } catch (Exception $e) {
+        return null;
+    }
+}
+
+// Fetch all filaments
+try {
+    $stmt = $pdo->query("SELECT * FROM filamentTracker");
+    $filaments = $stmt->fetchAll(PDO::FETCH_ASSOC);
+
+    foreach ($filaments as $filament) {
+        $amazonUrl = $filament['amazonUrl'];
+        $filamentId = $filament['id'];
+
+        // Scrape price
+        $totalPrice = scrapePrice($amazonUrl);
+
+        if ($totalPrice !== null && $totalPrice > 0) {
+            $stmt = $pdo->prepare("
+                INSERT INTO filamentPriceHistory (filamentId, price) 
+                VALUES (:filamentId, :price)
+            ");
+            $stmt->execute([
+                ':filamentId' => $filamentId,
+                ':price' => $totalPrice
+            ]);
+
+            echo "Updated price for {$filament['filamentName']}: £{$totalPrice}\n";
+        } else {
+            echo "Failed to update {$filament['filamentName']} (no price found or £0).\n";
+        }
+
+        // Add a small random delay between 1 to 5 seconds
+        sleep(rand(1, 5));
+    }
+} catch (PDOException $e) {
+    echo "Database error: " . $e->getMessage();
+}
+?>