Grainger Image Scraper API

Scrape Grainger product images and collect elements like: image url, primary image, additional images, thumbnail, image count, alt text, product names, categories, skus.

5K free records/month · Credit card not required

Available Grainger scrapers

Pick a Grainger Image scraper and call it. Every Grainger Image scraper lists its output fields, delivery volume, and live success rate.

Explore thousands of production-ready scrapers

Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.

#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant
Pricing

Grainger Image Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

CALCULATE YOUR COST
Records per month: 5K
$/mo
$ per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
5K
10K
50K
100K
500K
1M
5M
  • Pay only for success, no hidden fees
  • Start free with 5,000 monthly credits
  • No upfront commitment, cancel anytime
  • 24/7 expert support and enterprise features
Free Tier
5K
records
Start free
  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
Start free
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
Start free
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
Talk to sales
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
Most platforms stack extra charges on top of the per-record rate. With Bright Data, the record price is the whole bill:
Compute / runtime units
commonly billed per scraper runtime hour or compute unit
Included
Residential proxy bandwidth
commonly billed per GB
Included
Storage & dataset retention
commonly billed per GB-month
Included
Data transfer / egress
commonly billed per GB out
Included
Unblocking & CAPTCHA solving
commonly a paid add-on
Included
Parsing to structured JSON
commonly your own code
Included
We accept these payment methods:
How it works

From zero to Grainger Image data in 3 steps

No proxies to configure, no infrastructure to manage. Pick, call, and receive.
  1. Pick a scraper

    Choose from the Grainger Image scrapers above or create your own with AI in minutes.

  2. Call the API

    One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.

  3. Get structured data

    Receive clean, parsed Grainger Image data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.

Scraper API Call
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.grainger.com/product/LION-FIRE-BOOTS-BY-THOROGOOD-Fire-and-Rescue-Boot-Men-s-3XRG3","all_variations":false},{"url":"https://www.grainger.com/product/NATIONAL-SAFETY-APPAREL-Cryogenic-Apron-Nylon-2AFA2","all_variations":false}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mlj8bxiw2pd4k4c880&format=json&uncompressed_webhook=true"
Response payload
[
  {
    "timestamp": "2026-06-17",
    "url": "https:\/\/www.grainger.com\/product\/4YM41?gucid=N%3AN%3AFPL%3AFree%3AGGL%3ACSM-1946%3Atew63h3%3A20501231\u0026utm_source=chatgpt...",
    "item_id": "40101604",
    "variant_id": "4YM41",
    "title": "In-Line Duct Fan: 589 cfm Max., 10 in Duct, 190 W, 120V AC, 1 Ph, IP44, Galvanized Steel",
    "description": "General purpose inline duct fans install into existing ductwork to create increased airflow and improve efficiency. They...",
    "product_category": "Product Categories \u003E HVAC and Refrigeration \u003E Ventilation Equipment \u003E Ventilation Fans \u003E Inline Fans \u003E Inline Duct Fans",
    "category_tree": [
      {
        "name": "Product Categories",
        "url": "https:\/\/www.grainger.com\/category"
      },
      {
        "name": "HVAC and Refrigeration",
        "url": "https:\/\/www.grainger.com\/category\/hvac-and-refrigeration"
      },
      {
        "name": "Ventilation Equipment",
        "url": "https:\/\/www.grainger.com\/category\/hvac-and-refrigeration\/ventilation-equipment"
      },
      {
        "name": "Ventilation Fans",
        "url": "https:\/\/www.grainger.com\/category\/hvac-and-refrigeration\/ventilation-equipment\/ventilation-fans"
      },
      {
        "name": "Inline Fans",
        "url": "https:\/\/www.grainger.com\/category\/hvac-and-refrigeration\/ventilation-equipment\/ventilation-fans\/inline-fans"
      },
      {
        "name": "Inline Duct Fans",
        "url": "https:\/\/www.grainger.com\/category\/hvac-and-refrigeration\/ventilation-equipment\/ventilation-fans\/inline-fans\/inline-duct-..."
      }
    ]
  },
  {
    "timestamp": "2026-06-17",
    "url": "https:\/\/www.grainger.com\/product\/2KXP7?gucid=N%3AN%3AFPL%3AFree%3AGGL%3ACSM-1946%3Atew63h3%3A20501231\u0026utm_source=chatgpt...",
    "item_id": "40161513",
    "variant_id": "2KXP7",
    "title": "Fuel Filter: Spin-On, 3 11\/16 in Outside Dia, 13\/16\u0022-12 Thread Size, Diesel Fuel",
    "description": "Spin-on filters consist of a metal canister with an internal filter element. They can be quickly replaced with little me...",
    "product_category": "Product Categories \u003E Fleet \u0026 Vehicle Maintenance \u003E Vehicle \u0026 Equipment Filters \u003E Vehicle Fuel Filters",
    "category_tree": [
      {
        "name": "Product Categories",
        "url": "https:\/\/www.grainger.com\/category"
      },
      {
        "name": "Fleet \u0026 Vehicle Maintenance",
        "url": "https:\/\/www.grainger.com\/category\/fleet-vehicle-maintenance"
      },
      {
        "name": "Vehicle \u0026 Equipment Filters",
        "url": "https:\/\/www.grainger.com\/category\/fleet-vehicle-maintenance\/vehicle-equipment-filters"
      },
      {
        "name": "Vehicle Fuel Filters",
        "url": "https:\/\/www.grainger.com\/category\/fleet-vehicle-maintenance\/vehicle-equipment-filters\/vehicle-fuel-filters"
      }
    ]
  },
  {
    "timestamp": "2026-06-17",
    "url": "https:\/\/www.grainger.com\/product\/38R657?gucid=N%3AN%3AFPL%3AFree%3AGGL%3ACSM-1946%3Atew63h3%3A20501231\u0026utm_source=chatgp...",
    "item_id": "39121303",
    "variant_id": "38R657",
    "title": "While In Use Weatherproof Cover: 1 Gangs, For Decora\/GCFI Electrical Component Type, Clear",
    "description": "1-gang while-in-use weatherproof box covers protect a single outlet, plug, or switch. An opening in the cover allows a p...",
    "product_category": "Product Categories \u003E Electrical \u003E Electrical Boxes \u0026 Enclosures \u003E Electrical Boxes \u0026 Covers \u003E Weatherproof Electrical Bo...",
    "category_tree": [
      {
        "name": "Product Categories",
        "url": "https:\/\/www.grainger.com\/category"
      },
      {
        "name": "Electrical",
        "url": "https:\/\/www.grainger.com\/category\/electrical"
      },
      {
        "name": "Electrical Boxes \u0026 Enclosures",
        "url": "https:\/\/www.grainger.com\/category\/electrical\/electrical-boxes-enclosures"
      },
      {
        "name": "Electrical Boxes \u0026 Covers",
        "url": "https:\/\/www.grainger.com\/category\/electrical\/electrical-boxes-enclosures\/electrical-boxes-covers"
      },
      {
        "name": "Weatherproof Electrical Boxes \u0026 Covers",
        "url": "https:\/\/www.grainger.com\/category\/electrical\/electrical-boxes-enclosures\/electrical-boxes-covers\/weatherproof-electrical..."
      },
      {
        "name": "While-In-Use Weatherproof Electrical Box Covers",
        "url": "https:\/\/www.grainger.com\/category\/electrical\/electrical-boxes-enclosures\/electrical-boxes-covers\/weatherproof-electrical..."
      }
    ]
  },
  {
    "timestamp": "2026-06-17",
    "url": "https:\/\/www.grainger.com\/product\/2MEE8?gucid=N%3AN%3AFPL%3AFree%3AGGL%3ACSM-1946%3Atew63h3%3A20501231\u0026utm_source=chatgpt...",
    "item_id": "39121521",
    "variant_id": "2MEE8",
    "title": "Motor Dual Run Capacitor: Round, 370V AC, 30\/5 MFD, 2 in Overall Dia, 4 5\/8 in Overall Ht",
    "description": "These dual run motor capacitors have a round shape and contain two capacitance values in a single unit, compared to stan...",
    "product_category": "Product Categories \u003E Motors \u003E Motor Capacitors \u003E Motor Run Capacitors",
    "category_tree": [
      {
        "name": "Product Categories",
        "url": "https:\/\/www.grainger.com\/category"
      },
      {
        "name": "Motors",
        "url": "https:\/\/www.grainger.com\/category\/motors"
      },
      {
        "name": "Motor Capacitors",
        "url": "https:\/\/www.grainger.com\/category\/motors\/motor-capacitors"
      },
      {
        "name": "Motor Run Capacitors",
        "url": "https:\/\/www.grainger.com\/category\/motors\/motor-capacitors\/motor-run-capacitors"
      }
    ]
  },
  {
    "timestamp": "2026-06-17",
    "url": "https:\/\/www.grainger.com\/product\/4CUK2?gucid=N%3AN%3AFPL%3AFree%3AGGL%3ACSM-1946%3Atew63h3%3A20501231\u0026utm_source=chatgpt...",
    "item_id": "40151512",
    "variant_id": "4CUK2",
    "title": "Sump\/Battery Back-Up System: 1\/3 hp, 115V AC, 30 ft Max. Head (Primary Pump), Rulon",
    "description": "These combination sump pump systems are Wi-Fi® enabled and send notifications when the primary pump fails. This allows u...",
    "product_category": "Product Categories \u003E Pumps \u003E Dewatering \u0026 Wastewater Pumps \u003E Sump Pumps \u0026 Systems \u003E Combination Sump Pump Systems",
    "category_tree": [
      {
        "name": "Product Categories",
        "url": "https:\/\/www.grainger.com\/category"
      },
      {
        "name": "Pumps",
        "url": "https:\/\/www.grainger.com\/category\/pumps"
      },
      {
        "name": "Dewatering \u0026 Wastewater Pumps",
        "url": "https:\/\/www.grainger.com\/category\/pumps\/dewatering-wastewater-pumps"
      },
      {
        "name": "Sump Pumps \u0026 Systems",
        "url": "https:\/\/www.grainger.com\/category\/pumps\/dewatering-wastewater-pumps\/sump-pumps-systems"
      },
      {
        "name": "Combination Sump Pump Systems",
        "url": "https:\/\/www.grainger.com\/category\/pumps\/dewatering-wastewater-pumps\/sump-pumps-systems\/combination-sump-pump-systems"
      }
    ]
  }
]
Start free
TERMINAL

Tell your agent:

Read https://brightdata.com/SKILL.md and get structured JSON for this Grainger product via the Web Scraper API (gd_mlj8bxiw2pd4k4c880): https://www.grainger.com/product/LION-FIRE-BOOTS-BY-THOROGOOD-Fire-and-Rescue-Boot-Men-s-3XRG3

Or run it yourself:

curl -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '[{"url":"https://www.grainger.com/product/LION-FIRE-BOOTS-BY-THOROGOOD-Fire-and-Rescue-Boot-Men-s-3XRG3","all_variations":false}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mlj8bxiw2pd4k4c880&format=json"

Or connect over MCP:

https://mcp.brightdata.com/mcp?token=YOUR_API_KEY
Get your token-filled URL in the control panel 
For coding Agents

Plug Grainger scrapers into your agent

Your agent picks from Grainger scrapers we already maintain. Let it run whenever you need, and every run delivers real-time web data straight to your storage. Works in Claude Code, Codex, Cursor and any other coding agent.

  • Runs with npx, nothing to install
  • bdata login opens browser auth, no key to paste
  • Name a scraper, get JSON back
  • Delivers to AWS · GCP · Azure · Snowflake · Webhook
World's #1 scraping platform

Everything you need, built in

You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.

Go straight to the source

Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.

Scale to millions of pages instantly

Send unlimited concurrent requests - no infrastructure to manage, no configs to change.

Scrapers auto-fix when sites change

AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.

Thousands of verified scrapers

Every scraper is built, tested, and maintained by Bright Data. No community guesswork.

Pay per result, nothing extra

One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.

Compliant and fully supported

GDPR & CCPA compliant. 24/7 human support on every plan, including free.
Use cases

Grainger Image data scraping use cases

Real-time Grainger Image intelligence for your business.

Product imagery at scale

Image URL
Item ID
Title
Scrape image URLs against item IDs to pull industrial product imagery in bulk for catalog builds and procurement tooling.

Listing completeness auditing

Image count
Item ID
Title
Scrape image counts per listing to find product pages carrying a single photo, which slows down technical buyers.

Visual search and product matching

Primary image
Additional images
Item ID
Collect primary and additional images per product to train visual search and match the same part across distributors.

Creative and competitive research

Image URL
Title
Product category
Scrape imagery across a category to compare how industrial products are presented, and benchmark your own listings against it.
Compare Bright Data to others

Web Scraper API vs other providers

Capability
Other scraping providers
Auto-scaling infrastructure
Unlimited
Partial
Anti-bot & CAPTCHA bypass
Built-in
Partial
Residential proxy network
400M+ IPs
Limited pool
Pre-built scrapers
1,400+
50–200
Auto-maintenance (site changes)
24/7
Depends on who built it
Pricing model
One all-in price per record
Compute, proxy, and storage metered separately
Failed requests
Free, pay only for success
Often billed
Custom sites (no pre-built scraper)
AI builds it in minutes, self-healing included
Community-built scrapers, no SLA
Compliance (GDPR, CCPA, SOC 2)
Full
Partial
Structured output (JSON/CSV)
Automatic
Support
24/7 experts, even on the free tier
Community forum
Free tier
5K records/mo
Varies
compliance

Leading the way in ethical web data collection

Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.



Bright Data is used by world's top brands

Grainger Image Scraper API FAQs

The Grainger Image Scraper API is a powerful tool designed to automate data extraction from the Grainger Image website, allowing users to efficiently gather and process large volumes of data for various use cases.

The Grainger Image Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

Yes, the Grainger Image Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

Absolutely! The Grainger Image Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

The Grainger Image Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.

Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Grainger Image Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.

When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.

To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.

There are no specific usage limits for the Grainger Image Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the Grainger Image Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).

Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the Grainger Image scrapers.

The easiest way to scrape Grainger Image data at scale