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ShipBob

Connect FlutterFlow to ShipBob using a FlutterFlow API Call group pointing at the ShipBob v2.0 REST API (https://api.shipbob.com/2.0) with a Personal Access Token as the Bearer header. You can read live inventory, list orders, and create new shipments from your Flutter app — but keep the PAT server-side in a Firebase Cloud Function before releasing to production, since this token grants full write access.

What you'll learn

  • How to generate a ShipBob Personal Access Token and confirm the v2.0 base URL
  • How to set up a FlutterFlow API Group with a Bearer Authorization header variable
  • How to GET inventory levels across multiple fulfillment centers and bind results to a ListView
  • How to POST a new order from a FlutterFlow form, building the JSON body from widget variables
  • How to proxy the PAT through a Firebase Cloud Function so it never ships inside the compiled app
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Intermediate18 min read45 minutesProductivityLast updated July 2026RapidDev Engineering Team
TL;DR

Connect FlutterFlow to ShipBob using a FlutterFlow API Call group pointing at the ShipBob v2.0 REST API (https://api.shipbob.com/2.0) with a Personal Access Token as the Bearer header. You can read live inventory, list orders, and create new shipments from your Flutter app — but keep the PAT server-side in a Firebase Cloud Function before releasing to production, since this token grants full write access.

Quick facts about this guide
FactValue
ToolShipBob
CategoryProductivity
MethodFlutterFlow API Call
DifficultyIntermediate
Time required45 minutes
Last updatedJuly 2026

Build a Fulfillment Operations Dashboard in FlutterFlow

ShipBob is used by thousands of e-commerce brands to store inventory in multiple fulfillment centers and to fulfill orders to customers. If you are building an internal mobile ops tool — letting warehouse staff check stock levels, operations managers create manual orders, or founders monitor fulfillment status from their phone — connecting FlutterFlow to ShipBob gives you a native iOS/Android app backed by real fulfillment data.

The integration uses ShipBob's REST API v2.0, authenticated with a Personal Access Token you generate in the ShipBob Developer Portal. The base URL is https://api.shipbob.com/2.0. Be careful here: older tutorials and sibling integrations reference /1.0 and /1_0 paths that may no longer reflect the current API version. Always verify the current version in the Developer Portal before you start.

One critical security note that shapes this entire integration: ShipBob's PAT grants order-creation and inventory-write access. If you hardcode it in a FlutterFlow API Call header, it ships inside your compiled app binary and can be extracted by anyone who installs the app. For prototyping and internal-team builds this is an acceptable starting point, but for any public release you must proxy requests through a Firebase Cloud Function that holds the PAT server-side. This guide walks through the direct API Group path first, then the production proxy step.

Integration method

FlutterFlow API Call

ShipBob exposes a versioned REST API at https://api.shipbob.com/2.0. You authenticate every request with a Personal Access Token (PAT) issued from the ShipBob Developer Portal, sent as an Authorization: Bearer header. FlutterFlow's API Calls panel lets you configure this API Group once, then build individual calls to read inventory, list orders, and create new shipments — all wired to Flutter widgets without writing any Dart.

Prerequisites

  • A ShipBob merchant account with at least one fulfillment center configured
  • Access to the ShipBob Developer Portal (developer.shipbob.com) to generate a Personal Access Token
  • A FlutterFlow project open in your browser at flutterflow.io
  • For the production proxy step: a Firebase project with Cloud Functions enabled (Blaze plan required for outbound HTTP calls)
  • Basic familiarity with FlutterFlow's API Calls panel and widget binding (Data Types, ListView)

Step-by-step guide

1

Generate a Personal Access Token in the ShipBob Developer Portal

Open the ShipBob Developer Portal at developer.shipbob.com and sign in with your ShipBob merchant credentials. Navigate to the API Tokens section — sometimes listed as Personal Access Tokens or PAT in the left sidebar. Click Create Token, give it a descriptive name such as FlutterFlow Dashboard, and select the permission scopes your app needs. For a read-only inventory dashboard, request Inventory read. For an app that creates orders, add Orders read/write. Copy the token immediately after creation; ShipBob will not show it again after you leave that page. Before proceeding, confirm your API base URL in the Developer Portal's API reference or Getting Started guide. ShipBob has historically used /1.0 and /1_0 path prefixes, but the current version is /2.0. Using an outdated base URL returns 404 errors on every call, which is the most common setup failure on this integration. The correct base URL at time of writing is https://api.shipbob.com/2.0 — but always verify this in the current portal documentation before building. Store the PAT in a password manager or your Firebase project's Secret Manager. Do not paste it into a code file, widget, or Dart source at this point. You will configure it as a variable in FlutterFlow for prototyping and move it to a Cloud Function environment secret for production in Step 6.

Pro tip: Request only the permission scopes your app actually needs. If the app only reads inventory, do not add write permissions for orders — this limits exposure if the token is ever compromised.

Expected result: A Personal Access Token string copied to your clipboard, and the current ShipBob API base URL confirmed from the Developer Portal documentation.

2

Create the ShipBob API Group in FlutterFlow

In your FlutterFlow project, click API Calls in the left navigation panel. Click the + Add button at the top of the panel and choose Create API Group. Name the group ShipBob and enter the base URL: https://api.shipbob.com/2.0. Note the /2.0 suffix — not /v2, /1.0, or /1_0. With the group saved, click into the Headers tab within the group settings. Add one header row: set the key to Authorization and the value to Bearer {{patToken}}. The double curly braces mark this as a FlutterFlow variable placeholder. Now click the Variables tab for the API Group. Click + Add Variable, name the variable patToken, set the type to String, and mark it as required. This variable will receive the actual PAT value when each API Call is invoked from a widget action. For the prototyping phase, store the PAT in App State: click the State Management icon in the left nav, add an App State variable named shipbobPAT of type String, and paste your token as the initial value. Then when you configure API Call actions on widgets, link the patToken parameter to this App State variable. Be aware that App State values compile into the app binary — this is acceptable for an internal prototype, but you will replace this with the Cloud Function proxy in Step 6 before any public release. Save the API Group. It now appears in the API Calls panel listing with the ShipBob base URL and an Authorization header configured.

api_group_config.txt
1// API Group configuration reference
2// Group name: ShipBob
3// Base URL: https://api.shipbob.com/2.0
4// Headers:
5// Authorization: Bearer {{patToken}}
6// Variables:
7// patToken (String, required)

Pro tip: The Authorization header value must read exactly: Bearer {{patToken}} — capital B, one space, then the variable name. Omitting Bearer or the space returns a 401 Unauthorized on every call.

Expected result: The ShipBob API Group appears in the API Calls panel with base URL https://api.shipbob.com/2.0 and a header row showing Authorization: Bearer {{patToken}}.

3

Add GET Inventory and GET Orders API Calls, then map JSON to Data Types

Inside the ShipBob API Group, click + Add API Call. Name it Get Inventory, set the method to GET, and set the endpoint path to /inventory. Leave the body empty — this is a GET request. Click the Response and Test tab, then click Test API Call. If your PAT is valid and the base URL is correct, you will receive a JSON response containing an array of inventory items, each with an id, name, and fulfillment center data. ShipBob inventory responses contain nested arrays: each item has a total_fulfillable_quantity at the top level and a fulfillment_center_quantities nested array for per-warehouse breakdowns. You need a Data Type to hold this. Go to left nav → Data Types → + Add Data Type. Name it ShipBobInventoryItem, then add fields: id (Integer), name (String), totalStock (Integer). Back in the Get Inventory API Call's JSON Path tab, click Generate JSON Paths from Sample to auto-detect fields from the test response. Map $.items[*].id to ShipBobInventoryItem.id, $.items[*].name to ShipBobInventoryItem.name, and $.items[*].total_fulfillable_quantity to ShipBobInventoryItem.totalStock. Repeat for orders: click + Add API Call, name it Get Orders, method GET, endpoint /order. Add a query parameter variable named status (String) so you can filter by open, pending, or completed. Test the call, generate JSON Paths, and create a ShipBobOrder Data Type with fields: id (Integer), referenceId (String), status (String), createdDate (String). Map the corresponding paths. Both calls are now ready to bind to your FlutterFlow UI widgets.

json_paths_reference.txt
1// JSON Path mapping reference for ShipBob API Calls
2//
3// GET /inventory — expected response structure:
4// { "items": [ { "id": 123, "name": "...", "total_fulfillable_quantity": 50,
5// "fulfillment_center_quantities": [ { "id": 1, "fulfillable_quantity": 30 }, ... ] } ] }
6//
7// JSON Paths to map:
8// $.items[*].id -> ShipBobInventoryItem.id
9// $.items[*].name -> ShipBobInventoryItem.name
10// $.items[*].total_fulfillable_quantity -> ShipBobInventoryItem.totalStock
11//
12// GET /order — expected response structure:
13// [ { "id": 456, "reference_id": "ORD-001", "status": "Processing", "created_date": "..." } ]
14//
15// JSON Paths to map:
16// $[*].id -> ShipBobOrder.id
17// $[*].reference_id -> ShipBobOrder.referenceId
18// $[*].status -> ShipBobOrder.status
19// $[*].created_date -> ShipBobOrder.createdDate

Pro tip: If you need per-fulfillment-center stock breakdown (not just the total), create a nested ShipBobFCQuantity Data Type and map $.items[*].fulfillment_center_quantities[*].fulfillable_quantity to it. This is optional for a summary dashboard but required for a multi-warehouse view.

Expected result: Two API Calls appear inside the ShipBob group — Get Inventory (GET /inventory) and Get Orders (GET /order) — each with JSON Paths successfully mapped to Data Types and a live test response visible in the test panel.

4

Build the inventory dashboard UI and bind API data to widgets

Add a new Page to your FlutterFlow project named Inventory Dashboard. In the widget tree, place a Column that fills the screen. At the top, add a Row containing two summary Cards — one for Total SKUs and one for Total Units In Stock. Below, add a ListView widget. Click the ListView's Generate Children from Variable property and choose Backend Query as the source. Select the ShipBob API Group, then the Get Inventory call. Pass the patToken by linking it to your App State shipbobPAT variable. FlutterFlow will use this to populate the list on page load. For the ListView child item (the template that repeats for each inventory item), add a Card widget. Inside the Card, add a Column containing: a Text widget bound to the ShipBobInventoryItem.name field, and a Row with a Text widget bound to ShipBobInventoryItem.totalStock and a Container acting as a stock badge. Configure the badge Container's fill color as a Conditional Styling rule — if totalStock is less than 10, color is red; if 10 to 50, color is orange; above 50, color is green. For the summary Cards at the top, add a Page-level Backend Query also pointing to Get Inventory. Then in the Action Flow Editor, use a Set Local Variable action on page load to calculate the count of items (for Total SKUs) and sum all totalStock values (for Total Units). Bind the resulting local variable values to the summary Card Text widgets. Wrap the entire ListView in a RefreshIndicator to enable pull-to-refresh, which re-runs the Backend Query on drag.

Pro tip: Set the ListView's Initial Number of Items Loaded to 20 and enable Load More for pagination. ShipBob accounts with large catalogs can have hundreds of SKUs — loading all at once can slow the app launch.

Expected result: The Inventory Dashboard page loads with a list of ShipBob products, color-coded stock badges, and summary Cards at the top showing total SKU count and total units in stock.

5

Add a POST /order call to create shipments from a FlutterFlow form

Inside the ShipBob API Group, click + Add API Call. Name it Create Order, set method to POST, and set the endpoint to /order. Click the Body tab and set body type to JSON. You will build the body from FlutterFlow variables — each JSON field becomes a variable you define in the Variables tab and reference using {{ variable }} syntax inside the body JSON. The minimum required fields for a ShipBob order include: recipient (an object with name, address1, city, state, country, zip_code, email), products (an array of objects each with id and quantity), and shipping_method. Create variables in the Variables tab: recipientName, recipientAddress1, recipientCity, recipientState, recipientCountry, recipientZip, recipientEmail, productId (Integer), productQuantity (Integer), shippingMethod, and referenceId. Create a new Page named Create Order with a Form widget. Add TextField widgets for each recipient field, a Dropdown for product selection (populated from the Get Inventory query — list ShipBobInventoryItem names but store the integer id as the selected value), a quantity number field, a shipping method dropdown, and a Submit Order button. In the button's Action Flow, add a Backend/API Call action for ShipBob → Create Order. Map each form widget's current value to the corresponding API Call variable. After the action, add a Conditional branch: if the response status code is 200 or 201, navigate to a Confirmation Page passing the returned order id as a page parameter. If the status is 4xx, show a Snackbar with the error detail from the response body. Test this in FlutterFlow Test Mode on a real device rather than the web preview to avoid any browser-level request blocking.

create_order_body.json
1// ShipBob POST /order request body template
2// Use these variable placeholders in the FlutterFlow API Call body JSON
3{
4 "recipient": {
5 "name": "{{recipientName}}",
6 "address1": "{{recipientAddress1}}",
7 "city": "{{recipientCity}}",
8 "state": "{{recipientState}}",
9 "country": "{{recipientCountry}}",
10 "zip_code": "{{recipientZip}}",
11 "email": "{{recipientEmail}}"
12 },
13 "products": [
14 {
15 "id": {{productId}},
16 "quantity": {{productQuantity}}
17 }
18 ],
19 "shipping_method": "{{shippingMethod}}",
20 "reference_id": "{{referenceId}}"
21}

Pro tip: ShipBob's product ID is an integer, not a string. When building the dropdown from inventory items, store the integer id as the dropdown option value — not the product name. Passing a name string as the product id returns a 400 Bad Request.

Expected result: Submitting the Create Order form fires a POST to ShipBob /order, and the app navigates to a Confirmation Page showing the returned ShipBob order ID.

6

Proxy the PAT through a Firebase Cloud Function before releasing to production

For any app released to the App Store, Google Play, or shared with users outside your immediate team, the ShipBob PAT must move out of the FlutterFlow API Group header and into a server-side Firebase Cloud Function. Because the PAT grants order-creation and inventory access, leaving it in the app binary is a significant security risk — compiled Dart apps can be unpacked and the header values extracted. In the Firebase console, navigate to your project and open Functions in the left sidebar. Click Get Started or Create Function and choose an HTTP-triggered function. Name it shipbobProxy. Write the function to read the PAT from Firebase Functions configuration (set via the Firebase CLI command: firebase functions:config:set shipbob.pat=YOUR_TOKEN_HERE), then forward incoming requests to the ShipBob API with the Authorization header attached. The function receives a path parameter and optional body from FlutterFlow, calls ShipBob, and returns the response JSON. Deploy the function. You will receive a public HTTPS URL in the format https://us-central1-YOUR_PROJECT.cloudfunctions.net/shipbobProxy. Return to FlutterFlow and update the ShipBob API Group's base URL to this Cloud Function URL. Remove the Authorization header from the FlutterFlow group — the function now handles authentication. Remove the patToken variable requirement from individual API Calls. Your Flutter app now calls the Cloud Function, which securely calls ShipBob, and the PAT is never exposed client-side. For CORS on web builds: if your FlutterFlow app targets the web platform, the Cloud Function must include CORS response headers. The example below includes this. Native iOS and Android builds do not enforce CORS, but it is good practice to include it for future web support. If you would rather skip writing the Cloud Function entirely, RapidDev's team builds FlutterFlow integrations with secure backend proxies every week — free scoping call at rapidevelopers.com/contact.

index.js
1// Firebase Cloud Function — Node.js proxy for ShipBob API
2// File: functions/index.js
3// Deploy: firebase deploy --only functions
4// Requires Blaze plan for outbound HTTP calls
5
6const functions = require('firebase-functions');
7const axios = require('axios');
8
9exports.shipbobProxy = functions.https.onRequest(async (req, res) => {
10 // CORS headers (required for FlutterFlow web builds)
11 res.set('Access-Control-Allow-Origin', '*');
12 res.set('Access-Control-Allow-Methods', 'GET, POST, OPTIONS');
13 res.set('Access-Control-Allow-Headers', 'Content-Type, Authorization');
14
15 if (req.method === 'OPTIONS') {
16 res.status(204).send('');
17 return;
18 }
19
20 // PAT stored in Firebase config (never in client code)
21 // Set with: firebase functions:config:set shipbob.pat=YOUR_TOKEN
22 const pat = functions.config().shipbob.pat;
23
24 // FlutterFlow passes ?path=/inventory or ?path=/order etc.
25 const apiPath = req.query.path || '';
26 const shipbobUrl = `https://api.shipbob.com/2.0${apiPath}`;
27
28 try {
29 const response = await axios({
30 method: req.method,
31 url: shipbobUrl,
32 headers: {
33 'Authorization': `Bearer ${pat}`,
34 'Content-Type': 'application/json'
35 },
36 data: req.body
37 });
38 res.status(response.status).json(response.data);
39 } catch (error) {
40 const status = error.response ? error.response.status : 500;
41 const data = error.response
42 ? error.response.data
43 : { error: error.message };
44 res.status(status).json(data);
45 }
46});

Pro tip: Firebase Cloud Functions require the Blaze (pay-as-you-go) plan to make outbound HTTP calls. The free Spark plan blocks external network requests. Set a billing budget alert in the Firebase console before upgrading — unexpected traffic spikes on the function will not result in large bills if you have an alert configured.

Expected result: The Cloud Function is deployed and callable via its HTTPS URL. The FlutterFlow API Group base URL now points to the Cloud Function, with no Authorization header visible in the client app binary.

Common use cases

Warehouse staff inventory checker

An internal iOS/Android app for warehouse team members that shows live inventory counts per fulfillment center, lets staff search by product name, and highlights items below reorder threshold with color-coded badges. Built in FlutterFlow using ShipBob GET /inventory calls bound to a filterable ListView.

FlutterFlow Prompt

Build a FlutterFlow screen showing ShipBob inventory items in a ListView with per-fulfillment-center stock counts, a search bar to filter by product name, and color-coded stock badges: green for in-stock, yellow for low, red for out-of-stock.

Copy this prompt to try it in FlutterFlow

Mobile order creation tool for ops managers

A FlutterFlow form screen where an operations manager selects products from a dropdown (populated from ShipBob inventory), fills in recipient details, and taps a Create Order button that fires a POST /order call to ShipBob. A confirmation screen displays the new order ID and estimated ship date from the API response.

FlutterFlow Prompt

Create a FlutterFlow order-creation form where a user picks a ShipBob product from a dropdown, enters a shipping address, and submits a new shipment — showing a success confirmation with the returned ShipBob order ID.

Copy this prompt to try it in FlutterFlow

Fulfillment status dashboard for founders

A read-only dashboard showing open orders, units in transit, and fulfillment center inventory snapshots pulled from ShipBob. The app displays summary Cards at the top and a detailed order list below, refreshed by a pull-to-refresh gesture.

FlutterFlow Prompt

Build a FlutterFlow dashboard with summary cards showing total ShipBob open orders, units in transit, and total SKUs in inventory — with pull-to-refresh that re-queries the ShipBob API and updates the cards.

Copy this prompt to try it in FlutterFlow

Troubleshooting

All API calls return 404 Not Found even though the endpoint path looks correct

Cause: The ShipBob base URL version is wrong. Requests to /1.0 or /1_0 paths return 404 if the account is on the v2.0 API, and vice versa.

Solution: Log into the ShipBob Developer Portal and confirm the current API version for your account. Update your FlutterFlow API Group base URL to https://api.shipbob.com/2.0 — or whatever version the portal currently specifies. Do not rely on tutorials that reference /1.0 or /1_0 without verification.

API calls return 401 Unauthorized despite a valid-looking PAT

Cause: The Authorization header value is malformed — either the word Bearer is missing, there is no space between Bearer and the token, or the token has been truncated or contains extra whitespace.

Solution: In the FlutterFlow API Group header, verify the value is exactly: Bearer {{patToken}} — capital B, one space, then the variable placeholder. Temporarily bind the patToken to a debug Text widget to confirm it is not empty, null, or padded with spaces. If the token was recently rotated in the ShipBob Developer Portal, regenerate it and update the App State variable (or Cloud Function config) accordingly.

Inventory ListView shows a flat stock count but per-fulfillment-center breakdown is missing

Cause: The JSON Path is mapped only to total_fulfillable_quantity, which is correct for a total count. The per-warehouse data lives in a nested fulfillment_center_quantities array that requires a separate nested Data Type and additional JSON Paths.

Solution: Create a nested ShipBobFCQuantity Data Type in FlutterFlow with fields: fcId (Integer) and quantity (Integer). In the Get Inventory API Call response tab, add JSON Paths: $.items[*].fulfillment_center_quantities[*].id mapped to ShipBobFCQuantity.fcId and $.items[*].fulfillment_center_quantities[*].fulfillable_quantity mapped to ShipBobFCQuantity.quantity. Reference this nested Data Type in each inventory item's child widget.

POST /order returns 400 Bad Request with a message about invalid product ID

Cause: The product ID sent in the order body is a string (product name or SKU) rather than the integer id that ShipBob expects.

Solution: When building the product selection dropdown, ensure the Dropdown option value is set to the ShipBobInventoryItem.id integer field — not the name or SKU string. In the Create Order API Call body, make sure productId is passed without quotes (integer, not string) in the JSON body template.

typescript
1// Correct: integer, no quotes
2{ "products": [ { "id": {{productId}}, "quantity": {{productQuantity}} } ] }
3// Incorrect: string in quotes
4{ "products": [ { "id": "{{productId}}", "quantity": {{productQuantity}} } ] }

Best practices

  • Always verify the ShipBob API version in the Developer Portal before building — outdated /1.0 or /1_0 paths cause 404 errors and waste debugging time.
  • Never hardcode the PAT in an API Group header for a production release. The token grants order-creation access; exposing it in the app binary is a serious security risk. Use the Firebase Cloud Function proxy from Step 6.
  • Generate only the PAT permission scopes your app actually needs. A read-only inventory dashboard does not need Orders write access — minimize the blast radius of a potential token leak.
  • Parse the nested fulfillment_center_quantities array into a dedicated Data Type for multi-warehouse apps. Displaying only the flat total hides location-specific stock outs that operations staff need to see.
  • Add pagination variables (page and limit query parameters) to the Get Orders API Call from the start. ShipBob accounts with many orders will time out on unbounded calls or return truncated datasets.
  • Test POST /order calls using FlutterFlow Test Mode on a real device rather than the web Run Mode preview, to ensure the full API round-trip works without browser CORS restrictions affecting results.
  • Add a 429 handler in your Action Flow: when the ShipBob API returns Too Many Requests, show a user-friendly Snackbar instead of a raw error object, and disable the triggering button for a few seconds before allowing retry.
  • For inventory dashboards, trigger refreshes on pull-to-refresh gestures or timed intervals rather than on every screen open or widget rebuild — ShipBob rate limits throttle rapid polling.

Alternatives

Frequently asked questions

Does ShipBob have an official FlutterFlow connector or plugin?

No. There is no official ShipBob connector in the FlutterFlow marketplace. The integration is built manually using FlutterFlow's API Calls panel connecting to the ShipBob REST API v2.0. This gives you full control over which endpoints you call and how data displays, but it requires the manual setup steps in this guide rather than a one-click install.

Can I test ShipBob API calls inside FlutterFlow without creating real orders?

You can test GET calls (inventory, order listing) safely in the FlutterFlow API Call test panel — they only read data. For POST /order, a successful test creates a real order in your ShipBob account. If ShipBob provides a sandbox environment for your account tier, use it during development. Otherwise, create test orders using a clearly labeled test product and cancel them manually in the ShipBob dashboard after testing.

Why is a Firebase Cloud Function required instead of just using App State for the PAT?

App State values in FlutterFlow compile into the Dart binary of your app. Anyone with the APK or IPA file can extract these values using standard reverse-engineering tools — there are freely available apps and scripts that do exactly this. Since a ShipBob PAT grants order-creation and inventory access, a leaked token could allow a bad actor to create fraudulent orders charged to your ShipBob account. The Cloud Function keeps the PAT exclusively on the server, making it inaccessible from the client binary.

How do I display inventory from multiple fulfillment centers in FlutterFlow?

The GET /inventory response nests fulfillment center quantities inside each product item as a fulfillment_center_quantities array. Create a nested ShipBobFCQuantity Data Type in FlutterFlow with fields for the fulfillment center ID and quantity. Map the nested JSON Paths in the API Call response tab, then inside each inventory ListView item, add a nested ListView or Chip Row widget bound to the per-fulfillment-center quantities to show per-location stock breakdown.

What should I do if the ShipBob API rate limit is hit during a busy day?

ShipBob returns HTTP 429 Too Many Requests when the rate limit is exceeded. In FlutterFlow's Action Flow Editor, add a Conditional Action after your API Call that detects a 429 response code and shows a Snackbar with a message like 'Too many requests — please wait a moment and try again.' Avoid refreshing inventory on every screen render or widget interaction; instead use pull-to-refresh or scheduled polling at conservative intervals.

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