Real-Time Courier/Order Tracking on Your Website

Our company is engaged in the development, support and maintenance of sites of any complexity. From simple one-page sites to large-scale cluster systems built on micro services. Experience of developers is confirmed by certificates from vendors.

Development and maintenance of all types of websites:

Informational websites or web applications
Business card websites, landing pages, corporate websites, online catalogs, quizzes, promo websites, blogs, news resources, informational portals, forums, aggregators
E-commerce websites or web applications
Online stores, B2B portals, marketplaces, online exchanges, cashback websites, exchanges, dropshipping platforms, product parsers
Business process management web applications
CRM systems, ERP systems, corporate portals, production management systems, information parsers
Electronic service websites or web applications
Classified ads platforms, online schools, online cinemas, website builders, portals for electronic services, video hosting platforms, thematic portals

These are just some of the technical types of websites we work with, and each of them can have its own specific features and functionality, as well as be customized to meet the specific needs and goals of the client.

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Real-Time Courier/Order Tracking on Your Website
Medium
~5 days
Frequently Asked Questions

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Real-Time Courier/Order Tracking on Your Website

A user placed an order and is waiting for the courier. The "My Orders" page with a "status: in transit" field is last century. The modern standard is a map with a live courier marker and a countdown "arrives in N minutes". Technically, this is a combination of three components: the courier's mobile app/device, the backend application, and the client browser. We have built such systems for 30+ delivery projects — from local services to federal networks. Contact us for a project estimate.

Why Polling is Inefficient: WebSocket vs Polling

Polling the server every 5 seconds creates unnecessary load and delays. WebSocket is 100x more efficient — events arrive instantly with no polling overhead. However, a simple WebSocket implementation without authorization opens access to other people's orders. We use PrivateChannel from Laravel Broadcasting with permission checks.

Architecture Overview

[Courier Device]
    GPS → POST /api/courier/location every 3–5s
        ↓
[Backend]
    Save to Redis (TTL 60s)
    Publish to Redis Pub/Sub channel order:{id}
        ↓
[WebSocket Server (Laravel Reverb / Pusher)]
    Broadcast event LocationUpdated
        ↓
[Client Browser]
    Update marker on map

Geopositions are not stored in PostgreSQL with every update — that would be 720 records per hour per courier. We write to the database only on order status changes and the final position upon completion. Current position stays in Redis with TTL.

Why Redis Beats PostgreSQL for Geodata

Redis provides write/read latency under 1ms and automatic cleanup via TTL. Constant PostgreSQL writes would cost $500/month more in server resources. With Redis, we save up to 40% on infrastructure costs. Getting the current position is a single in-memory request.

Example WebSocket server configuration with Laravel Reverb For production, we recommend using Reverb with horizontal scaling via Redis. Setup involves installing the package, publishing the config, and starting the worker. More details in the Laravel Broadcasting documentation.

Database Schema

CREATE TABLE delivery_orders (
    id             BIGSERIAL PRIMARY KEY,
    user_id        BIGINT NOT NULL REFERENCES users(id),
    courier_id     BIGINT REFERENCES couriers(id),
    status         VARCHAR(50) NOT NULL DEFAULT 'pending',
                   -- pending | assigned | picked_up | in_transit | delivered | failed
    address_lat    DECIMAL(10, 8),
    address_lng    DECIMAL(11, 8),
    address_text   VARCHAR(500),
    estimated_at   TIMESTAMP,
    delivered_at   TIMESTAMP,
    created_at     TIMESTAMP NOT NULL DEFAULT NOW()
);

CREATE TABLE delivery_status_log (
    id         BIGSERIAL PRIMARY KEY,
    order_id   BIGINT NOT NULL REFERENCES delivery_orders(id),
    status     VARCHAR(50) NOT NULL,
    lat        DECIMAL(10, 8),
    lng        DECIMAL(11, 8),
    note       TEXT,
    created_at TIMESTAMP NOT NULL DEFAULT NOW()
);

Courier API and Broadcasting

class CourierLocationController extends Controller
{
    public function update(Request $request, DeliveryOrder $order): JsonResponse
    {
        $data = $request->validate([
            'lat' => 'required|numeric|between:-90,90',
            'lng' => 'required|numeric|between:-180,180',
        ]);

        $key = "courier_location:{$order->courier_id}";
        Redis::setex($key, 60, json_encode([
            'lat'      => $data['lat'],
            'lng'      => $data['lng'],
            'order_id' => $order->id,
            'ts'       => now()->timestamp,
        ]));

        broadcast(new CourierLocationUpdated(
            orderId: $order->id,
            lat:     $data['lat'],
            lng:     $data['lng'],
            eta:     $this->calculateEta($order, $data['lat'], $data['lng']),
        ));

        return response()->json(['ok' => true]);
    }

    private function calculateEta(DeliveryOrder $order, float $lat, float $lng): ?int
    {
        $distanceKm = $this->haversineKm($lat, $lng, $order->address_lat, $order->address_lng);
        return (int) round($distanceKm / 30 * 60);
    }
}

// CourierLocationUpdated event
class CourierLocationUpdated implements ShouldBroadcast
{
    use Dispatchable, InteractsWithSockets, SerializesModels;

    public function __construct(
        public readonly int    $orderId,
        public readonly float  $lat,
        public readonly float  $lng,
        public readonly ?int   $eta,
    ) {}

    public function broadcastOn(): Channel
    {
        return new PrivateChannel("order.{$this->orderId}");
    }

    public function broadcastWith(): array
    {
        return [
            'lat' => $this->lat,
            'lng' => $this->lng,
            'eta' => $this->eta,
        ];
    }
}

Channel authorization in routes/channels.php:

Broadcast::channel('order.{orderId}', function (User $user, int $orderId) {
    return $user->id === DeliveryOrder::find($orderId)?->user_id;
});

The PrivateChannel ensures only the order owner receives coordinates. This is a mandatory security requirement.

Client-Side: Map and Marker Animation

We use Mapbox to display the map. An alternative is Yandex.Maps, preferred for CIS countries.

import mapboxgl from 'mapbox-gl';
// ... map initialization
Echo.private(`order.${orderId}`)
    .listen('CourierLocationUpdated', ({ lat, lng, eta }) => {
        animateMarker(courierMarker, courierMarker.getLngLat().toArray(), [lng, lat]);
        if (eta !== null) {
            document.getElementById('eta').textContent =
                eta < 2 ? 'Courier is nearby' : `Arrives in ~${eta} min`;
        }
    });

function animateMarker(marker, from, to, duration = 500) {
    const start = performance.now();
    function step(now) {
        const t = Math.min((now - start) / duration, 1);
        const ease = t < 0.5 ? 2 * t * t : -1 + (4 - 2 * t) * t;
        const lng = from[0] + (to[0] - from[0]) * ease;
        const lat = from[1] + (to[1] - from[1]) * ease;
        marker.setLngLat([lng, lat]);
        if (t < 1) requestAnimationFrame(step);
    }
    requestAnimationFrame(step);
}

Comparison Tables

Method Accuracy Route Computation Time Dependencies
Straight-line (Haversine) Low (ignores roads) Instant None
Routing API (OSRM) High (considers roads) 50–200 ms External service
Google Directions API Very high (traffic) 200–500 ms API key
Approach Update Latency Server Load Implementation Complexity
Polling (HTTP every 5s) 5s on average High Low
WebSocket (persistent connection) Instant Low Medium
Server-Sent Events Instant Low Medium

Private Channel Setup in 5 Steps

  1. Install Laravel Reverb or Pusher.
  2. Configure broadcasting in config/broadcasting.php.
  3. Create an Event implementing ShouldBroadcast.
  4. Define a PrivateChannel in routes/channels.php.
  5. Subscribe to the channel on the client using Echo.

What's Included

  • Analysis: integration with the courier's mobile app, protocol agreement.
  • Design: data schema, WebSocket architecture, authorization.
  • Implementation: backend on Laravel with Redis, broadcast, frontend map.
  • Testing: load testing of WebSocket (1k+ concurrent connections).
  • Documentation: API description, deployment instructions.
  • Support: code warranty, team training.

Estimated Timelines

  • Basic tracking (Redis + broadcast + map): 4 to 5 days.
  • Private Channel authorization + access logic: 1 day.
  • ETA calculation via straight-line (Haversine): 0.5 day.
  • ETA via Routing API: 1 to 2 days.
  • Marker animation + path smoothing: 1 day.
  • Push notifications on status change: 1 to 2 days.
  • Admin dispatcher panel: 3 to 4 days.

Why Order From Us

We have implemented real-time tracking for 30+ projects, including large delivery services. We guarantee stable WebSocket connections with thousands of couriers, channel privacy, and smooth animation without jitter. Request a project estimate — we'll offer the optimal solution.

Development of Real-Time Systems: WebRTC, SSE, WebSocket

We know how painful it is when polling kills the server. One of our projects—an online auction platform—used polling every 2 seconds. Under a load of 400 participants, the server received 12,000 HTTP requests per minute for a single bid. 90% of responses were empty. After switching to WebSocket, the load dropped 15 times, saving approximately $3,000 per month on server costs. Order custom real‑time functions development—get a ready solution with a stability guarantee.

Implementing real‑time in production is not just a library. We design the architecture for load, scenarios, and budget. Below is a breakdown of key solutions with examples.

Choosing the Right Real-Time Transport for Your Project

Three Real-Time Transports: When to Choose Which

Server‑Sent Events work over regular HTTP/1.1 or HTTP/2. The browser opens a connection, the server keeps it open and pushes events in text/event-stream format. Automatic reconnection is built-in—no need for reconnect logic. Limitation: server → client only. Ideal for notifications, progress of long tasks, live feeds.

WebSocket is a full‑duplex channel after an HTTP Upgrade handshake. Browser and server exchange frames in both directions. Suitable for chats, collaborative editing, games, trading terminals. Requires separate reconnect logic and heartbeat (ping/pong every 30 seconds, otherwise NAT tables close the connection). The WebSocket protocol enables full‑duplex communication with minimal overhead (RFC 6455).

WebRTC is peer‑to‑peer audio/video and data directly between browsers, bypassing the server. A server is needed only for signaling (STUN/TURN for NAT traversal). A TURN server is required in 20–30% of cases (corporate networks, symmetric NAT). For a telemedicine service, we implemented WebRTC: audio latency dropped from 800 ms (via relay) to 50 ms—a 16‑fold improvement. The TURN server was needed only for 15% of sessions, saving significant traffic costs.

How to Properly Choose a Transport: Step-by-Step Guide

  1. Determine the data exchange scenario: unidirectional (server → client) — SSE; bidirectional with low latency — WebSocket; audio/video — WebRTC.
  2. Evaluate latency requirements. If below 500 ms is acceptable — SSE; for below 100 ms and bidirectional — WebSocket; for below 50 ms and P2P — WebRTC.
  3. Check the infrastructure budget. SSE uses regular HTTP servers, WebSocket requires keeping connections in memory, WebRTC may require a TURN server (from a certain cost per TB of traffic).
  4. Consider scaling: for 100k+ connections, consider a WebSocket gateway (Centrifugo, Pushpin).
Transport Direction Latency Implementation Complexity Typical Scenarios
WebSocket Full duplex < 100 ms Medium Chats, games, trading
SSE Server → client only < 500 ms Low Notifications, progress feeds
WebRTC P2P audio/video/data < 50 ms High Video calls, file transfer

What Is CRDT and How Is It Better Than Operational Transformation?

Collaborative editing is not just "whoever writes last wins". Without a conflict merging algorithm, two users insert text at position 45; the first saves—the position shifts; the second saves on top—the operation applies to an outdated state. Text gets duplicated or lost.

OT (Operational Transformation) requires a server to resolve conflicts; CRDT (Conflict‑free Replicated Data Types) works without a central coordinator. Yjs is the most mature CRDT library for the browser. It integrates with ProseMirror, TipTap, CodeMirror, Monaco Editor. CRDT (Yjs) is 5 times faster than OT for concurrent editing under high load.

Library comparison for collaborative editing

Library Algorithm Editor Support Complexity Performance
Yjs CRDT ProseMirror, TipTap, CodeMirror, Monaco Medium High (<10 ms at 100 ops)
ShareDB OT ProseMirror, Quill Medium Medium (requires merge server)
Automerge CRDT Any (RichText) High Good (but memory grows faster than Yjs)

Issue: the Yjs document size grows due to operation history. Periodic garbage collection is needed—snapshot the document and clean old operations. Without it, a document worked on for a year may weigh 50 MB.

WebSocket Heartbeat Example (Node.js)
const ws = new WebSocket('wss://example.com');
let pingInterval;

ws.on('open', () => {
  pingInterval = setInterval(() => {
    ws.ping();
    setTimeout(() => {
      if (ws.readyState === WebSocket.OPEN) ws.terminate();
    }, 5000);
  }, 25000);
});

ws.on('close', () => clearInterval(pingInterval));

Common Mistakes in Real-Time Implementation and How to Avoid Them

Typical Mistakes in Real‑Time Implementation

Memory leak on the server—forgetting to remove the event handler when the connection closes. On Node.js, heap grows ~1 MB/hour. EventEmitter warns about 10+ listeners, but it's not always noticed.

Thundering herd on reconnect. The server goes down for 30 seconds, comes back—10,000 clients try to reconnect simultaneously. Exponential backoff with jitter is mandatory: delay = Math.min(baseDelay * 2^attempt + random(0, 1000), maxDelay).

Lack of connection lost indication. WebSocket doesn't always notify about disconnection (e.g., phone enters a tunnel). Heartbeat solves the problem.

Work Process

We start by choosing the transport for the scenarios—sometimes all three are needed in one project: SSE for system notifications, WebSocket for chat, WebRTC for video calls. We design the message protocol (JSON with type and payload, less often binary via MessagePack). We develop with race condition testing—this is not covered by unit tests.

Load testing with k6 + k6/experimental/websockets: we simulate 5,000 concurrent connections with a real pattern. Our engineers are certified in WebSocket and WebRTC, guaranteeing 99.9% stability.

What's Included in the Delivery

  • Real‑time layer architecture (transport selection, message protocol)
  • Implementation with load testing (k6, race condition scenarios)
  • Backend integration via Redis Pub/Sub or similar bus
  • Protocol and data schema documentation
  • Team training
  • Technical support for 2 weeks after launch

Why Centrifugo May Be More Cost-Effective Than Socket.io?

Socket.io is easier to set up (1–2 days), but Centrifugo built on Go handles 1M+ connections on a single node. For 100k concurrent clients, Centrifugo saves up to 40% on infrastructure costs, which translates to $2,000 per month compared to Socket.io. Get a consultation—we'll help you choose the stack for your load.

Timeline

  • Basic WebSocket chat or notifications on top of existing API: 1–3 weeks.
  • Collaborative editor with Yjs and persistence: 4–8 weeks.
  • WebRTC video calls with recording: 6–12 weeks (significant part is integration with media server mediasoup or Janus).

Contact us to evaluate your project. Discuss your task with an engineer—we'll assess complexity and timeline individually.