BRD
COMMERCE GROUP
DATA SERVICES
TURN DATA INTO
BUSINESS-READY
INFORMATION.
From web scraping and data extraction to data collection,
data cleaning, research and data management, BRD helps
businesses turn information from websites, online sources
and existing datasets into structured, usable data.
GET A DATA QUOTE
↗
TALK TO OUR TEAM
→
WEB SCRAPING
•
DATA EXTRACTION
•
DATA COLLECTION
•
DATA MINING
•
DATA ENTRY
•
DATA CLEANING
•
DATA MANAGEMENT
BRD
DATA ENGINE
◈
WEBSITE
LIVE
PRODUCT
Premium Product
PRICE
£129.99
SKU
BRD-2048
STATUS
AVAILABLE
⌁
EXTRACTING DATA
94%
HTML
JS
DATA
◎
PROCESSING
0
RECORDS
VALIDATE
CLEAN
ORGANISE
▣
OUTPUT
READY
XLSX
CSV
JSON
BUSINESS-READY DATA
01010101
DATA_01
EXTRACT()
01 / 101 / 10
DATA COLLECTION
✦
WEB SCRAPING
✦
DATA EXTRACTION
✦
PRODUCT DATA
✦
INVENTORY DATA
✦
COMPETITOR DATA
✦
DATA CLEANING
✦
DATA RESEARCH
✦
DATA MANAGEMENT
✦
DATA COLLECTION
✦
WEB SCRAPING
✦
DATA EXTRACTION
✦
PRODUCT DATA
✦
INVENTORY DATA
✦
COMPETITOR DATA
✦
DATA CLEANING
✦
DATA RESEARCH
✦
DATA.SERVICE_001
SYSTEM://BRD_DATA
COLLECT / PROCESS / DELIVER
WHAT WE DO
DATA SERVICES
BUILT AROUND
YOUR REQUIREMENTS.
From collecting information from websites to
cleaning, researching, organising and enriching
existing datasets, BRD provides flexible data
services for businesses that need reliable,
structured information.
01
COLLECT
→
02
EXTRACT
→
03
PROCESS
→
04
ORGANISE
→
05
DELIVER
◈
DATA / 01
Web Scraping
& Data Extraction
Extract structured information from websites,
online sources and digital platforms, including
product, business, pricing, catalogue and other
relevant website data.
WEBSITES
PRODUCT DATA
PRICING
↗
◎
DATA / 02
Data Collection
Services
Collect business, product, market, competitor,
directory and research data from appropriate
online sources and organise it around your
required fields.
BUSINESS DATA
MARKET DATA
RESEARCH
↗
⌁
DATA / 03
Data
Mining
Discover, gather and organise useful information
from larger datasets and multiple sources for
market research, product research, business
analysis and other data projects.
LARGE DATASETS
ANALYSIS
DISCOVERY
↗
▦
DATA / 04
Data
Entry
Accurate data entry and data input for Excel,
CSV files, Google Sheets, databases, CRM systems,
eCommerce stores, catalogues and business
records.
EXCEL
CSV
ECOMMERCE
↗
◌
DATA / 05
Data Cleaning
& Processing
Clean, standardise and process existing datasets
by removing duplicates, correcting formats,
organising fields, validating information and
preparing data for practical use.
DEDUPLICATION
VALIDATION
FORMATTING
↗
◫
DATA / 06
Data
Management
Organise and maintain business, product,
inventory and database information so your
data remains structured, accessible and easier
to manage across your operations.
DATABASES
INVENTORY
ORGANISATION
↗
⌕
DATA / 07
Data
Research
Research businesses, products, markets,
competitors, industries and online sources
to collect relevant information for research,
planning and decision-making.
COMPETITOR
PRODUCT
MARKET
↗
✦
DATA / 08
Data
Enrichment
Add relevant information to existing datasets,
improve incomplete records and enrich business,
product and research data with additional
structured fields.
ENRICHMENT
ATTRIBUTES
DATA QUALITY
↗
HAVE A DIFFERENT DATA REQUIREMENT?
We can build the workflow around your project.
DISCUSS YOUR DATA PROJECT
↗
WEBSITE_DATA → EXTRACT
PRODUCT_DATA → CLEAN → STRUCTURE
THE DATA PROBLEM
YOUR DATA IS OUT THERE.
WE HELP YOU TURN IT INTO SOMETHING USEFUL.
Valuable business information is everywhere — across websites,
eCommerce stores, marketplaces, directories, catalogues, competitor
websites, online databases, documents and other digital sources.
The challenge is collecting that information efficiently and turning
it into clean, structured and usable data.
RAW INFORMATION
DATA IS EVERYWHERE.
Information can be spread across hundreds or thousands of pages,
platforms and sources. Finding the right information is only the
first step.
WEB
WEBSITE DATA
24,582 records
SKU
PRODUCT DATA
18,940 products
BUS
BUSINESS DATA
8,421 records
€
PRICE DATA
12,308 values
REF
RESEARCH DATA
6,742 sources
BRD
DATA
ENGINE
PROCESSING
BUSINESS-READY OUTPUT
CLEAN. STRUCTURED. READY.
We can transform collected information into organised datasets
that are easier to analyse, manage, upload, compare and use
across your business.
PRODUCT
PRICE
SKU
STATUS
Product A
£49.99
SKU-1024
READY
Product B
£74.50
SKU-1842
READY
Product C
£29.95
SKU-2198
READY
Product D
£91.00
SKU-3074
READY
EXCEL
CSV
JSON
DATABASE
01
⌁
TOO MUCH MANUAL WORK
Manually copying information from websites and online sources
can consume hours of repetitive work and become difficult to
maintain as your data requirements grow.
COLLECT • COPY • REPEAT
02
◈
DATA IS NOT STRUCTURED
Useful information may exist in different formats, layouts and
sources. Without cleaning and organisation, comparing or using
the data can become difficult.
CLEAN • STANDARDISE • ORGANISE
03
↗
SCALING BECOMES HARD
A process that works for a few records may become inefficient
when you need hundreds, thousands or regularly updated datasets.
SCALE • AUTOMATE • MANAGE
04
◎
INFORMATION LOSES VALUE
Data becomes more useful when it is accurate, consistent,
organised and delivered in a format your team can actually
work with.
DATA → INFORMATION → INSIGHT
BRD APPROACH
FIND THE DATA.
STRUCTURE THE DATA.
MAKE IT WORK FOR YOUR BUSINESS.
INPUT_STREAM://ONLINE_DATA
PROCESS_ENGINE://BRD_DATA_CORE
OUTPUT://BUSINESS_READY_DATA
HOW WE WORK
FROM RAW INFORMATION
TO BUSINESS-READY DATA.
Every data project starts with a requirement. We identify the
information you need, collect it from appropriate sources, extract
the relevant fields, clean and process the dataset, and organise
the final output around the way your business needs to use it.
DATA WORKFLOW
SYSTEM READY
INPUT
PROCESSING
OUTPUT
01
DISCOVER
DEFINE THE DATA
We understand what information your business needs, which
sources are relevant, which fields matter and how the final
dataset will be used.
REQUIREMENTS
SOURCES
FIELDS
02
COLLECT
FIND THE INFORMATION
Data can be collected from websites, online sources, directories,
catalogues, marketplaces, documents and other appropriate
information sources.
WEB DATA
RESEARCH
SOURCES
03
EXTRACT
CAPTURE THE DATA
Relevant information is extracted from the selected sources
and mapped into the fields required for your project.
WEB SCRAPING
EXTRACTION
DATA FIELDS
04
CLEAN
REMOVE THE NOISE
Duplicate, inconsistent, incomplete or unnecessary information
can be identified and processed so the dataset becomes cleaner
and easier to work with.
DEDUPLICATION
VALIDATION
STANDARDISE
05
ENRICH
ADD MORE VALUE
Where required, datasets can be researched, matched or enriched
with additional fields to create a more useful business dataset.
RESEARCH
ENRICHMENT
MATCHING
06
ORGANISE
STRUCTURE THE DATA
Information is arranged into logical columns, fields,
categories and structures based on your requirements.
STRUCTURE
CATEGORIES
DATABASE
07
DELIVER
READY FOR BUSINESS
Your final dataset is delivered in the agreed format so your
team can analyse, upload, manage, compare or use the information
within its existing workflow.
EXCEL
CSV
JSON
DATABASE
BRD
DATA PROCESSING ENGINE
DISCOVER → COLLECT → EXTRACT → CLEAN → ENRICH → ORGANISE → DELIVER
WORKFLOW ACTIVE
ONE WORKFLOW. MULTIPLE DATA REQUIREMENTS.
YOUR PROJECT DOESN’T NEED TO FIT
OUR PROCESS.
OUR PROCESS FITS YOUR PROJECT.
OUR DATA SERVICES
ONE DATA PARTNER.
MULTIPLE WAYS TO WORK WITH DATA.
From web scraping and data extraction to data collection,
data entry, data cleaning, research and data management,
BRD helps businesses turn information from websites,
online sources and existing datasets into structured,
usable business data.
BRD DATA SERVICE MATRIX
10 SERVICES / READY FOR PROJECTS
WEB DATA
WEB SCRAPING &
DATA EXTRACTION
Collect structured information from websites,
online catalogues, directories, marketplaces and
other relevant digital sources. We can extract
product data, business information, pricing,
categories, specifications and other project-specific
fields into a structured dataset.
WEBSITE DATA
PRODUCT DATA
BUSINESS DATA
PRICE DATA
CATALOGUES
DISCUSS WEB SCRAPING
→
EXTRACTION ENGINE
SOURCE
WEBSITE
FIELDS
PRODUCT / PRICE
STATUS
PROCESSING
OUTPUT
CSV / XLSX / JSON
RECORDS
000000
DATA COLLECTION
DATA COLLECTION
Collect information from relevant online sources,
websites, directories, catalogues and digital
platforms according to your project requirements.
ONLINE DATA
RESEARCH
COLLECTION
EXPLORE SERVICE
→
DATA MINING
DATA MINING
Discover and organise useful information within
large datasets, online sources or collections of
records to support research, analysis and business
operations.
LARGE DATASETS
ANALYSIS
DISCOVERY
EXPLORE SERVICE
→
DATA ENTRY
DATA ENTRY SERVICES
Enter, transfer, organise and maintain information
across spreadsheets, documents, databases,
eCommerce systems and other business platforms.
EXCEL
DATABASES
PRODUCT DATA
EXPLORE SERVICE
→
DATA QUALITY
DATA CLEANING &
PROCESSING
Clean, standardise, format and organise datasets
by identifying duplicates, inconsistencies,
missing fields and formatting issues.
CLEANING
STANDARDISING
PROCESSING
EXPLORE SERVICE
→
DATA MANAGEMENT
DATA MANAGEMENT
Organise, maintain and structure business data so
information remains consistent, accessible and
easier to use across your workflows.
ORGANISATION
DATABASES
STRUCTURE
EXPLORE SERVICE
→
RESEARCH
DATA RESEARCH
Research websites, directories, marketplaces,
businesses, products and other relevant online
information to build structured research datasets.
ONLINE RESEARCH
MARKET RESEARCH
BUSINESS DATA
EXPLORE SERVICE
→
ENRICHMENT
DATA ENRICHMENT
Enhance existing datasets by adding relevant
information, completing fields, standardising
records and combining information from suitable
sources.
ENRICHMENT
DATASETS
ADDITIONAL FIELDS
EXPLORE SERVICE
→
PROCESSING
DATA PROCESSING
Transform raw information into structured,
consistent and usable datasets for reporting,
operations, analysis or downstream systems.
TRANSFORM
FORMAT
STRUCTURE
EXPLORE SERVICE
→
CUSTOM
CUSTOM DATA PROJECTS
Have a specific data requirement? We can design
a project around the source, fields, volume,
processing requirements and final output you need.
CUSTOM WORKFLOW
PROJECT DATA
TAILORED OUTPUT
START A PROJECT
→
WEBSITES
PRODUCTS
BUSINESSES
MARKETS
DATASETS
NEED SOMETHING DIFFERENT?
TELL US WHAT DATA YOU NEED.
Tell us what information you need, where it comes
from and how you want the final data delivered.
We can build the workflow around your project.
WHAT DATA CAN WE COLLECT?
FROM RAW INFORMATION
TO USEFUL BUSINESS DATA.
Data can exist across websites, eCommerce stores,
marketplaces, directories, catalogues, databases and
online sources. BRD can collect and structure the
information your project requires — from product and
pricing data to business, competitor, inventory,
market and research data.
DATA.SYSTEM / 01
BRD.DATA.CORE
COLLECTION_LAYER
STRUCTURED_OUTPUT
BRD
DATA
CORE
Product Data
Product names, descriptions, SKUs, categories,
attributes, variations, specifications and
image information.
Pricing Data
Product prices, sale prices, offers and other
pricing information for research and comparison
projects.
Business Data
Company names, websites, categories, locations
and relevant publicly available business
information.
Competitor Data
Competitor products, pricing, categories,
offers, availability and relevant market
information.
Inventory Data
Product availability, catalogue information,
product status, SKU information and inventory
related fields.
Market Data
Product, pricing, competitor and industry
information to support market research and
business analysis.
Directory & Research Data
Relevant information from directories, listings,
research sources, documents and structured
online datasets.
PRODUCT NAME
SKU
CATEGORY
DESCRIPTION
PRICE
SALE PRICE
IMAGE URL
AVAILABILITY
SPECIFICATIONS
WEBSITE
LOCATION
BUSINESS TYPE
COMPETITOR
MARKET
PRODUCT NAME
SKU
CATEGORY
DESCRIPTION
PRICE
SALE PRICE
IMAGE URL
AVAILABILITY
SPECIFICATIONS
WEBSITE
LOCATION
BUSINESS TYPE
COMPETITOR
MARKET
Need different fields?
We can structure the collection around the information,
sources and output format required for your project.
SOURCE → DATA → STRUCTURE
HAVE A SPECIFIC DATA REQUIREMENT?
TELL US WHAT DATA YOU NEED.
Whether you need product data, business information,
competitor research, pricing data, inventory
information or a completely custom dataset,
start with your requirements and we can map out
the collection workflow.
ECOMMERCE DATA
PRODUCT DATA.
STRUCTURED FOR COMMERCE.
eCommerce businesses work with thousands of individual
data points — products, prices, SKUs, categories,
specifications, images, availability and competitor
information. BRD helps collect, organise, clean and
structure this information for practical business use.
01
DISCOVER
→
02
COLLECT
→
03
EXTRACT
→
04
CLEAN
→
05
STRUCTURE
→
06
DELIVER
ECOMMERCE DATA WORKFLOW
BUILD A CLEANER,
MORE USEFUL PRODUCT DATASET.
Whether you are building an online catalogue,
researching products, updating an eCommerce
inventory, comparing competitor pricing or
preparing product information for a store,
BRD can structure the required data around
your workflow.
PRODUCT NAME
SKU / ID
CATEGORY
DESCRIPTION
PRICE
SALE PRICE
IMAGE URL
AVAILABILITY
SPECIFICATIONS
PRODUCT VARIATIONS
PRODUCT DATA ENGINE
PROCESSING
PRODUCT RECORD
#000184
SKU
BRD-1842
PRICE
£49.99
STOCK
AVAILABLE
PRODUCT RECORD
#000185
SKU
BRD-2910
PRICE
£79.00
STOCK
AVAILABLE
PRODUCT RECORD
#000186
SKU
BRD-7712
PRICE
£129.50
STOCK
CHECKING
DATA PROCESSING
LIVE
◇
Product Research
Research products, categories, marketplaces,
catalogues and online sources to build structured
product datasets around your requirements.
↗
Competitor Data
Collect relevant competitor product, pricing,
category, offer and availability information for
market and pricing research.
▤
Product Listing Data
Organise product names, descriptions, categories,
SKUs, attributes, variations and other fields
required for catalogue or store workflows.
#
Inventory Data
Structure availability, SKU, catalogue and
inventory-related information to support
eCommerce operations and data management.
FROM ONLINE SOURCES TO YOUR BUSINESS WORKFLOW
ONLINE SOURCES
→
PRODUCT DATA
→
BRD PROCESSING
→
STRUCTURED OUTPUT
◆
Project-specific data:
Fields, sources and outputs can be defined around
your requirements. Data collection should use
publicly accessible or appropriately authorised
sources and follow applicable rules and permissions.
BUILD YOUR DATA WORKFLOW
NEED PRODUCT OR ECOMMERCE DATA?
Tell us what products, fields, sources and output
you need. We can help define a structured data
collection and processing workflow around your
eCommerce project.
DATA_STREAM.init();
source = “ONLINE”;
extract();
clean();
structure();
export();
{
“format”: “structured”,
“status”: “ready”,
“delivery”: true
}
DATA DELIVERED IN THE
FORMAT YOUR BUSINESS NEEDS.
Raw information is only useful when you can actually work with it.
BRD can organise collected data into structured, business-ready
outputs such as Excel, CSV, JSON, Google Sheets or other
project-specific formats.
BRD DATA DELIVERY SYSTEM
STRUCTURED OUTPUT
PROJECT READY
FORMAT FLEXIBILITY
DATA TRANSFORMATION PIPELINE
FROM RAW SOURCE TO READY-TO-USE DATA.
We can structure collected information around the fields,
columns and output requirements your workflow actually needs.
01 / SOURCE
◎
RAW DATA
Websites, online sources, catalogues, datasets and
authorised data sources.
→
02 / PROCESS
⌘
BRD PROCESSING
Extract, clean, organise, enrich and structure the
required information.
→
03 / FORMAT
{ }
DATA FORMAT
Select the output structure that fits your business
process and workflow.
→
04 / DELIVERY
↗
READY TO USE
Receive structured data prepared for your next
operational or analytical step.
AVAILABLE OUTPUT OPTIONS
CHOOSE THE DATA FORMAT THAT FITS YOUR WORKFLOW.
XLSX
FORMAT_01
Excel / XLSX Data
Structured Excel spreadsheets for product data,
business research, inventories, catalogues, pricing
data and other datasets.
EXCEL
ROWS
COLUMNS
STRUCTURED
CSV
FORMAT_02
CSV Data
Clean comma-separated datasets suitable for importing,
transferring, analysing or processing information
across compatible systems.
CSV
IMPORT
EXPORT
DATASET
{ }
FORMAT_03
JSON Data
Structured JSON output for projects that require
machine-readable data, application workflows or
compatible technical systems.
JSON
API READY
STRUCTURED
TECHNICAL
GS
FORMAT_04
Google Sheets
Data can be prepared for Google Sheets workflows where
the project requires collaborative spreadsheet access
or ongoing dataset management.
GOOGLE SHEETS
COLLABORATION
SHARED DATA
DB
FORMAT_05
Database-Ready Data
Data can be structured around database fields and
import requirements when your project needs a more
organised technical workflow.
DATABASE
FIELDS
IMPORT
STRUCTURE
+++
FORMAT_06
Custom Data Output
If your project requires a specific column structure,
naming convention, field arrangement or delivery
format, we can define the output around the project.
CUSTOM
FIELDS
WORKFLOW
PROJECT SPECIFIC
STRUCTURED_DATA_OUTPUT.csv
● DATA READY
| PRODUCT_NAME | SKU | CATEGORY | PRICE | AVAILABILITY | STATUS |
|---|---|---|---|---|---|
| Product Alpha | BRD-001 | Electronics | £129.99 | In Stock | READY |
| Product Beta | BRD-002 | Accessories | £49.99 | Available | READY |
| Product Gamma | BRD-003 | Home | £79.50 | Available | READY |
!
Project-specific delivery:
The exact fields, file structure, naming conventions and
delivery method can be defined around your requirements.
Google Sheets, database and other technical outputs depend
on the scope and workflow of the individual project.
READY FOR YOUR DATA?
TELL US HOW YOU WANT YOUR DATA DELIVERED.
Tell us what information you need, where it comes from,
which fields you require and the format you want to
receive. We’ll help define a practical data workflow
around your project.
CLIENT_TYPE = "BUSINESS";
DATA_NEED = true;
RESEARCH();
COLLECT();
PROCESS();
DELIVER();
DATA_WORKFLOW {
source: online,
structure: required,
output: ready
}
DATA SERVICES FOR
BUSINESSES THAT NEED BETTER INFORMATION.
From eCommerce businesses and retailers to agencies,
researchers, startups and established companies, BRD helps
turn online information and existing datasets into structured,
usable business data.
BRD DATA CORE
YOUR
DATA
Information structured around your business requirements.
01 / ECOMMERCE
◈
eCommerce Businesses
Collect product, pricing, catalogue, inventory and
competitor data for online stores and commerce workflows.
PRODUCT DATA
PRICING
INVENTORY
02 / AGENCIES
◇
Agencies & Service Teams
Support client research, lead research, competitor
analysis, product research and recurring data projects.
CLIENT DATA
RESEARCH
LEADS
03 / RETAIL
▦
Retailers & Product Teams
Build product datasets, research competitors, compare
pricing and organise catalogue information.
CATALOGUES
PRODUCTS
COMPETITORS
04 / RESEARCH
⌕
Researchers & Analysts
Gather structured information from relevant online
sources, directories, websites and datasets for research.
MARKET DATA
RESEARCH
ANALYSIS
05 / STARTUPS
+
Startups & Growing Businesses
Build initial datasets, research markets, organise
business information and support data-driven workflows.
MARKET RESEARCH
DATA BUILDING
GROWTH
06 / BUSINESS
◎
Established Businesses
Support larger operational workflows with recurring
data collection, processing, research and structured
data delivery.
DATA OPERATIONS
PROCESSING
ONGOING DATA
PRODUCT RESEARCH
Products, categories, attributes and catalogues
COMPETITOR RESEARCH
Products, prices, offers and market information
MARKET RESEARCH
Online information and structured market datasets
BUSINESS RESEARCH
Public business and directory information
DATA OPERATIONS
Collection, cleaning, processing and organisation
COMMON DATA PROJECTS
WHAT CAN THE DATA HELP YOU DO?
Data collection becomes useful when it supports a real
business process. BRD can structure projects around the
information your team needs to research, compare,
organise or operate.
USE_CASE / 01
Product Research
Collect product information, categories, specifications,
pricing and other catalogue fields from relevant sources.
USE_CASE / 02
Competitor Research
Organise competitor products, pricing, categories,
offers and other publicly available market information.
USE_CASE / 03
Market Research
Build structured datasets from online information to
support market research and business analysis.
USE_CASE / 04
Catalogue Building
Organise product names, SKUs, categories, descriptions,
specifications, images and other catalogue fields.
USE_CASE / 05
Pricing Research
Collect and structure product pricing information for
research, comparison and internal analysis.
USE_CASE / 06
Business Data Research
Gather relevant public business information from
websites, directories and other appropriate sources.
USE_CASE / 07
Inventory Research
Structure availability, product status, SKU and
catalogue-related information for suitable workflows.
USE_CASE / 08
Database Building
Create organised datasets around defined fields,
categories and business requirements.
HAVE A DATA PROJECT IN MIND?
YOUR BUSINESS. YOUR DATA. YOUR WORKFLOW.
Tell us what information you need, where it comes from,
how much data you require and what you want to do with it.
We can help define the collection and delivery workflow
around the project.
FLEXIBLE DATA SERVICES
ONE-TIME PROJECT OR
ONGOING DATA WORKFLOW.
Not every business needs the same type of data support.
BRD can help with a one-time data collection project,
or build a recurring workflow for information that needs
to be collected, researched, monitored, cleaned or updated
regularly.
PROJECT MODE
NEED A DATASET
ONCE?
If you need a specific dataset for a particular
business task, BRD can structure the project around
your requirements. This can include one-time web
scraping, data collection, product research,
competitor research, catalogue building, market
research or data cleaning.
✓
One-Time Web Scraping
Collect a defined dataset from relevant
websites or authorised online sources.
✓
Product Data Collection
Build structured product and catalogue
datasets for business use.
✓
Market Research Data
Gather research information for a defined
market, category or project.
✓
Data Cleaning
Clean, organise and prepare an existing
dataset for practical use.
RECURRING MODE
NEED DATA
REGULARLY?
Some information changes constantly. BRD can support
recurring data collection workflows for requirements
such as competitor monitoring, price monitoring,
inventory research, product updates, scheduled web
data collection and recurring business research.
↻
Competitor Monitoring
Track defined competitor information as
your requirements change over time.
↻
Price Monitoring
Collect recurring pricing information
from selected sources.
↻
Scheduled Data Collection
Support recurring collection workflows
based on project requirements.
↻
Ongoing Data Operations
Keep structured datasets updated through
an agreed recurring workflow.
COLLECT
Gather defined information
PROCESS
Clean and organise data
UPDATE
Maintain recurring datasets
DELIVER
Output in your required format
BRD DATA OPERATIONS
PROJECT READY
01
DEFINE REQUIREMENTS
Fields, sources and output requirements
→
02
COLLECT DATA
Gather the required information
→
03
PROCESS & CLEAN
Structure, clean and organise the dataset
→
04
DELIVER DATA
Excel, CSV, JSON, Sheets or agreed format
✓
01
DEFINE WORKFLOW
Sources, fields, frequency and output
→
02
COLLECT
Run the agreed recurring collection process
→
03
UPDATE DATA
Process new information and changes
→
04
DELIVER / MAINTAIN
Provide updated datasets according to scope
✓
DATA ACTIVITY
SINGLE DELIVERY
YOUR DATA REQUIREMENTS CAN DEFINE THE WORKFLOW.
Tell us what information you need, where it comes from,
how often you need it and how you want the final data
delivered.
DISCUSS YOUR DATA WORKFLOW →
TECHNOLOGY & METHODS
A DATA WORKFLOW
BUILT AROUND YOUR PROJECT.
Different data projects require different approaches.
BRD combines structured data collection, web scraping,
data extraction, research, processing and automation
methods according to the source, requirements and final
output of each project.
BRD DATA TECHNOLOGY STACK
WORKFLOW CONFIGURABLE
01
◈
DATA SOURCES
Identify the websites, online sources, catalogues,
directories, documents, spreadsheets or existing
datasets relevant to the project.
WEBSITES
CATALOGUES
DIRECTORIES
DATASETS
02
⬡
DATA EXTRACTION
Extract the required information from suitable
sources using an approach appropriate to the
structure and requirements of the project.
WEB SCRAPING
EXTRACTION
COLLECTION
RESEARCH
03
◫
DATA PROCESSING
Clean, validate, organise and structure collected
information so the dataset is easier to use,
analyse, import or manage.
CLEANING
VALIDATION
STRUCTURING
ENRICHMENT
04
▣
DATA OUTPUT
Deliver the processed information in an agreed
format that fits your workflow, such as Excel,
CSV, JSON, Google Sheets or another suitable output.
EXCEL
CSV
JSON
SHEETS
METHODS & CAPABILITIES
</>
Web Scraping
Website data collection
⇩
Data Extraction
Structured information retrieval
#
Data Processing
Cleaning and transformation
↻
Automation
Repeatable data workflows
◇
Data Research
Online research and verification
⚙
Custom Workflows
Project-specific processes
POSSIBLE DATA OUTPUTS
XLS
Excel / XLSX
READY
CSV
CSV Dataset
READY
JS
JSON Data
READY
GS
Google Sheets
AVAILABLE
DB
Database-Ready
PROJECT
ⓘ
The exact tools, extraction methods, automation approach
and output format depend on the source and project
requirements. Data collection should use publicly
accessible or appropriately authorised sources and follow
applicable permissions, terms and requirements.
HAVE A TECHNICAL DATA REQUIREMENT?
Tell us what data you need, where the information comes
from and what you want to do with it. We can discuss the
appropriate collection, processing and delivery workflow.
DISCUSS YOUR DATA PROJECT →
DATA QUALITY CONTROL
DATA THAT IS
STRUCTURED TO BE USEFUL.
Collecting data is only part of the process. The information
also needs to be organised, checked and prepared for the way
your business intends to use it. BRD can build quality-control
steps into the data workflow according to your project
requirements.
BRD DATA QUALITY CONTROL SYSTEM
QUALITY WORKFLOW ACTIVE
01
⇩
COLLECT
Gather the required information from defined
websites, online sources or existing datasets.
02
◉
CHECK
Review fields, records and expected data
structure against the project requirements.
03
⌫
CLEAN
Remove or address duplicates, unwanted values,
inconsistent formats and unnecessary records.
04
✓
VALIDATE
Apply project-specific checks to improve
consistency and identify potential data issues.
05
≡
STRUCTURE
Organise fields and records into a clear dataset
suitable for your intended workflow.
06
▣
DELIVER
Provide the processed information in the agreed
output format for business use.
QUALITY CONTROL CHECKS
PROJECT BASED
✓
Required Fields
Check expected fields and records
#
Duplicate Review
Identify duplicate or repeated records
Aa
Formatting
Improve consistency across fields
↔
Data Structure
Keep columns and records organised
!
Missing Values
Identify incomplete information
↗
Output Review
Check the final delivery structure
DATA QUALITY MONITOR
CONTROLLED
QC
CONTROL
Built Around Your Requirements
Quality checks can be defined around the
type of information being collected and
the way your business intends to use it.
STRUCTURE
92%
FORMAT
96%
FIELDS
89%
ⓘ
Data quality requirements vary by project. BRD does not
treat every dataset the same way: validation, cleaning,
duplicate handling, required fields and other checks can
be defined according to the source, dataset and intended
business use.
NEED CLEAN, STRUCTURED BUSINESS DATA?
Tell us what information you need, what fields matter
and how the final dataset will be used. We can build
the appropriate data-quality workflow around the project.
REQUEST A DATA QUOTE →
HOW IT WORKS
FROM DATA
REQUIREMENT TO DELIVERY.
Every data project starts with a requirement. BRD turns that
requirement into a defined workflow for collecting, extracting,
processing, organising and delivering the information your
business needs.
BRD DATA PROJECT WORKFLOW
WORKFLOW READY
01
?
TELL US
Explain what information you need, where the data
comes from and how you intend to use the final
dataset.
REQUIREMENT
02
◈
DEFINE
We define the required fields, sources, data
structure, output format and project workflow.
PROJECT SETUP
03
⇩
COLLECT
The required information is collected from the
agreed websites, online sources or existing data.
DATA COLLECTION
04
⚙
PROCESS
Data can then be cleaned, checked, organised,
structured and enriched according to the project.
DATA PROCESSING
05
✓
DELIVER
The completed dataset is prepared in the agreed
format and delivered for your intended workflow.
FINAL OUTPUT
PROJECT REQUIREMENTS
DEFINED
01
Data source
02
Required fields
03
Data structure
04
Processing needs
05
Output format
06
Delivery requirements
DATA PROJECT / LIVE WORKFLOW
PROCESSING
>
source:
website
>
fields:
configured
>
collection:
active
>
processing:
cleaning / structure
>
output:
dataset
BRD_ENGINE
WORKFLOW_READY
BUILT AROUND THE WAY YOU WORK.
Your final data can be organised around the fields,
structure and output requirements defined for the
project. Depending on the scope, this may include
spreadsheets, CSV datasets, JSON, Google Sheets,
database-ready data or another agreed format.
EXCEL / XLSX
CSV
JSON
GOOGLE SHEETS
DATABASE-READY
CUSTOM OUTPUT
FINAL STAGE
READY
Structured data prepared for your next
business workflow.
HAVE A DATA PROJECT IN MIND?
Send us your requirements, source websites, desired
fields and preferred output. We can start by
understanding the workflow your business needs.
START YOUR DATA PROJECT →
BRD DATA INTELLIGENCE MAP
USE CASES / DATA OPERATIONS
USE CASE 01
Product Research
Collect and organise product information from relevant
online sources for research, catalogue building and
product analysis.
Product Data
Categories
Specifications
USE CASE 02
Competitor Research
Research competitor websites, products, pricing,
categories, offers and other relevant market
information.
Competitor Data
Prices
Products
USE CASE 03
Market Research
Build structured research datasets to explore
products, markets, pricing, businesses and
industry information.
Market Data
Research
Industry Data
USE CASE 04
Pricing Research
Collect product pricing and related information
from selected sources to support comparison
and commercial research.
Price Data
Sale Prices
Comparison
USE CASE 05
Catalogue Building
Organise product names, descriptions, SKUs,
categories, specifications, images and other
catalogue fields into structured datasets.
SKU
Product Data
Catalogue
USE CASE 06
Inventory Research
Research product availability, stock-related
information, product status and catalogue data
from defined sources.
Availability
Inventory
Product Status
BRD DATA
INTELLIGENCE CORE
DATA AREA
Product & Catalogue Data
RESEARCH
Market & Competitor Data
COMMERCIAL
Pricing & Inventory Data
OUTPUT
Structured Business Data
DATA IN ACTION
WHAT DATA DOES YOUR BUSINESS NEED?
Tell us the information you are trying to collect,
research or organise. We can help define the fields,
sources, workflow and output around your project.
A DATA PARTNER BUILT AROUND
YOUR WORKFLOW.
BRD combines data collection, web scraping, data extraction,
research, cleaning, processing and structured delivery into
project-specific workflows designed around the information
your business needs.
APPROACH 01
Project-Specific Workflows
Data projects can have different sources, fields,
processing requirements and output formats. We
structure the workflow around the requirements of
the individual project.
APPROACH 02
Flexible Data Scope
Work can cover product data, business information,
competitor research, market data, catalogues,
inventory information and other defined datasets.
APPROACH 03
Structured Outputs
Information can be organised into agreed fields and
delivered in formats such as Excel, CSV, JSON,
Google Sheets or other project-specific outputs.
BRD APPROACH
DATA
WORKFLOW
Built Around Your Requirements
APPROACH 04
One-Time Or Ongoing
Some projects require a single dataset while others
need recurring collection, updates, monitoring or
ongoing data operations.
APPROACH 05
End-to-End Data Services
BRD can support multiple stages of a data workflow,
including collection, extraction, research, cleaning,
processing, enrichment and organisation.
APPROACH 06
Clear Project Requirements
We define the required sources, fields, data
structure, processing needs and delivery format
before building the workflow around the project.
Defined Scope
Structured Data
Project-Specific Output
Flexible Workflow
Quality Checks
Clear Delivery
THE BRD DIFFERENCE
DATA SERVICES WITHOUT A ONE-SIZE-FITS-ALL WORKFLOW.
A data project may start with a website, catalogue,
directory, marketplace, spreadsheet or another
authorised source. The final requirement may be
research, structured records, cleaned data, product
information or a repeatable data workflow. BRD focuses
on defining the process around that requirement.
PROJECT CHECKPOINTS
✓
Data Sources
✓
Required Fields
✓
Data Structure
✓
Processing Needs
✓
Output Format
✓
Delivery Requirements
BUILD YOUR DATA WORKFLOW
LET'S BUILD THE RIGHT DATA PROCESS FOR YOUR PROJECT.
Tell us what information you need, where it comes from,
what fields you require and how you want the final data
delivered.
QUESTIONS ABOUT
DATA SERVICES?
Find answers to common questions about web scraping,
data extraction, data collection, data entry, data
cleaning, product data, research datasets, delivery
formats and custom data projects.
COMMON DATA SERVICE QUESTIONS
BRD provides a range of data services
including web scraping, data
extraction, data collection, data mining,
data entry, data cleaning, data processing,
data management, data research and data
enrichment. We can also support
defined product, business, competitor,
market, catalogue and inventory data
projects depending on the source,
requirements and intended use.
Web scraping is the process of collecting
defined information from websites or other
online sources. Depending on the source and
project requirements, this can include
product names, descriptions,
prices, SKUs, categories, specifications,
availability, business information,
directory information and other publicly
accessible or appropriately authorised
data.
Yes. eCommerce data projects can include
fields such as product name, SKU,
category, description, price, sale price,
product variations, specifications, image
URLs and availability. The exact
fields are defined around the project and
the permitted source.
BRD can support defined competitor
research, pricing research and market data
collection. Depending on the
project, datasets may include competitor
products, categories, prices, sale prices,
offers, availability or other agreed fields
from selected and appropriately authorised
sources.
Yes. Data cleaning and processing projects
can involve reviewing formatting,
required fields, duplicate records,
missing values, inconsistent structures
and other agreed data-quality requirements.
Existing Excel, CSV or other structured
datasets can be processed according to the
project specification.
Depending on the project, data can be
structured for formats such as
Excel/XLSX, CSV, JSON, Google Sheets,
database-ready data or another agreed
output. The final format should be
defined during project scoping so the
dataset is prepared for its intended use.
Both options can be considered. A project may
involve a one-time data collection,
web scraping or research dataset,
while another may require recurring collection,
competitor monitoring, price monitoring,
product updates or other ongoing data
operations. The workflow depends on the
project's requirements.
Data collection depends on the source,
accessibility, technical structure,
project requirements and applicable
permissions or restrictions. BRD works with
publicly accessible or appropriately
authorised sources and project
requirements should be reviewed before
collection begins.
The easiest approach is to provide the
source or website, the information
you need, the fields you want collected,
the approximate number of records, the
required output format and how the data
will be used. If you are unsure
about the exact structure, BRD can help
define the requirements before the project
starts.
The appropriate workflow depends on the
source, volume, fields, processing
requirements, delivery format and technical
constraints. Larger datasets can be
scoped around the specific project rather
than assuming one fixed collection method
works for every source.
Yes. BRD can support defined
data entry, online research, product
research, business research, directory
research and data organisation
requirements. Projects can combine manual
research with structured data processing
where appropriate.
A project normally starts by defining
what data is required, where it
comes from, which fields are needed, how
the information should be processed and
how the final dataset should be delivered.
Once the requirements are clear, the
appropriate data workflow can be discussed.
DATA TOPICS
Web Scraping
Data Extraction
Data Collection
Data Mining
Data Entry
Data Cleaning
Product Data
Competitor Data
Market Research
Excel / CSV
STILL HAVE A QUESTION?
TELL US WHAT DATA YOU NEED.
Send us your source, data requirements, required fields
and preferred output. We can discuss the right workflow
for your project.
START YOUR DATA PROJECT
HAVE DATA TO
COLLECT, CLEAN, RESEARCH OR ORGANISE?
Tell BRD what information you need, where the data comes from,
which fields matter and how you want the final dataset delivered.
We can help define a practical workflow around your data requirements.
BRD_DATA_PROJECT_TERMINAL
READY FOR PROJECT
DEFINE YOUR DATA REQUIREMENT
FROM DATA REQUIREMENT
TO BUSINESS-READY OUTPUT.
Whether you need web scraping, data extraction, data
collection, product research, competitor data, business
research, data entry, data cleaning or a custom dataset,
start by telling us what you need.
01
WHAT DATA?
02
WHERE FROM?
03
REQUIRED FIELDS
04
HOW MUCH DATA?
05
OUTPUT FORMAT
REQUEST A DATA QUOTE
→
TALK TO OUR TEAM
↗
INPUT
DATA SOURCE
PROCESS
CLEAN + ENRICH
OUTPUT
READY DATA
STRUCTURE
ORGANISE
BRD DATA
PROJECT ENGINE
PROJECT INPUT:
Tell us your source, required fields, approximate record volume,
processing requirements and preferred delivery format.
Data Source
Required Fields
Record Volume
Processing
Output Format
YOUR DATA. YOUR REQUIREMENTS. YOUR WORKFLOW.
LET'S BUILD A
DATA WORKFLOW
AROUND YOUR BUSINESS.
From one-time data collection to ongoing data operations,
BRD can help you collect, extract, research, clean, structure
and organise information into a format your business can use.
PROJECT NOTE:
Data collection is scoped according to the source, project
requirements and intended use. Projects should use publicly
accessible or appropriately authorised sources and follow applicable
permissions, terms and requirements.
BRD GROUP / PROJECT INTAKE
SYSTEM ONLINE
START A PROJECT
LET'S BUILD YOUR
DATA WORKFLOW.
Tell us what you need to collect, extract, research,
clean, process or organise. We'll use your requirements
to understand the right data workflow for your project.
01
CLIENT
02
PROJECT
03
DATA
04
SCALE
05
OUTPUT
06
REVIEW
BRD DATA PROJECT CONFIGURATION
16%
COMPLETE
STEP 01 / CLIENT
WHO ARE YOU?
Start with your basic contact and
business information so we know who
we're working with.
STEP 02 / PROJECT
WHAT DO YOU NEED?
Select the service or project type
that best describes what you're
trying to accomplish.
STEP 03 / DATA
DEFINE YOUR DATA.
Tell us where the information comes
from and which data fields you need.
STEP 04 / SCALE
HOW LARGE IS THE PROJECT?
An approximate volume helps us
understand the scope of the project.
STEP 05 / OUTPUT
HOW SHOULD WE DELIVER IT?
Choose your preferred output format
and any processing requirements.
STEP 06 / REVIEW
PROJECT READY.
Review the information you've provided.
You can go back and change anything
before submitting the project.
Client
—
Company
—
Email
—
Project Type
—
Data Source
—
Data Volume
—
Frequency
—
Output
—
PROJECT DATA:
Your information will be used to review
your project requirements and communicate
with you about the requested service.
BRD GROUP
PROJECT INTAKE // ONLINE
01 CLIENT
02 SERVICE
03 DATA
04 SCALE
05 OUTPUT
06 REVIEW
STEP 01 — CLIENT
LET'S START.
Tell us a little about yourself and your business.
STEP 02 — SERVICE
WHAT DO YOU NEED?
Select the service that best describes your project.
STEP 03 — DATA
WHAT DATA?
Tell us where the data is coming from and what you need.
STEP 04 — SCALE
HOW BIG IS THE PROJECT?
An estimate is enough. Don't worry if you're not sure.
STEP 05 — OUTPUT
HOW SHOULD WE DELIVER IT?
Choose your preferred data format.
STEP 06 — REVIEW
READY TO START?
Review your project details before sending your request.
Name
—
Company
—
Email
—
Service
—
Data Source
—
Project Size
—
Frequency
—
Output
—
By submitting this form, you are sending your project requirements
to BRD Group for review. We'll use the information provided to
understand your requirements and contact you about the project.