We extract brand directories, exhibitor lists, industry news, and salon business intelligence from Professional Beauty. Delivered as clean JSON, CSV, or Parquet to your warehouse.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Brand Directory objects from professionalbeauty.co.uk. All fields typed and schema-versioned.
"brand_id": "PB-BR-8492", "name": "Dermalogica UK", "category": "Skincare", "website": "https://www.dermalogica.co.uk", "contact_email": "sales@dermalogica.co.uk", "phone": "+44 800 592 849", "scraped_at": "2026-05-12T10:15:00Z"
| # | brand_id | name | category | description | website | contact_email |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Exhibitor Lists objects from professionalbeauty.co.uk. All fields typed and schema-versioned.
"event_name": "Professional Beauty London", "year": 2026, "exhibitor_name": "Elemis", "stand_number": "E14", "category": "Spa & Wellness", "country": "UK", "new_exhibitor": false
| # | event_name | year | exhibitor_name | stand_number | category | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Industry News objects from professionalbeauty.co.uk. All fields typed and schema-versioned.
"article_id": "ART-93821", "title": "UK salon industry sees 4% growth in Q1", "author": "Eve Oxberry", "publish_date": "2026-04-10", "category": "Business Intelligence", "tags": "['salon management', 'finance', 'growth']", "url": "https://professionalbeauty.co.uk/site/newsdetails/uk-salon-growth-q1"
| # | article_id | title | author | publish_date | category | tags |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Product Launches objects from professionalbeauty.co.uk. All fields typed and schema-versioned.
"product_name": "Pro-Collagen Advanced Eye Treatment", "brand_name": "Elemis", "launch_date": "2026-03-15", "category": "Anti-ageing", "price_range": "Premium", "target_market": "Professional Spas", "scraped_at": "2026-05-12T10:16:22Z"
| # | product_name | brand_name | launch_date | category | description | price_range |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for PB Awards objects from professionalbeauty.co.uk. All fields typed and schema-versioned.
"year": 2026, "category": "Boutique Salon of the Year", "winner_name": "The Secret Spa", "highly_commended": "Glow Aesthetics", "salon_location": "Cheshire", "judge_comments": "Exceptional client journey and innovative treatment menu.", "scraped_at": "2026-05-12T10:18:05Z"
| # | year | category | winner_name | highly_commended | salon_location | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our scraper targets the core B2B datasets on Professional Beauty: exhibitor directories for lead generation, industry news for market intelligence, and product launches for trend analysis.
Extract company names, categories, descriptions, websites, and contact details from the comprehensive supplier directory.
Map out stand numbers, categories, and company profiles for PB London, PB North, and other regional events.
Parse full article bodies, authors, publication dates, and tags from the news section to track industry shifts.
Monitor new professional products entering the market, including brand attribution and target demographics.
Compile historical lists of award winners and highly commended salons across all categories.
Extract live stage timetables, seminar topics, and educational content schedules from upcoming exhibitions.
Capture biographies, company affiliations, and session details for industry experts featured on the platform.
Aggregate business advice articles, financial benchmarks, and management guides published for salon owners.
Configure pipelines to detect new exhibitor additions or news articles on a daily or weekly cadence.
Receive structured data as JSON, CSV, or Parquet directly into your preferred storage layer.
Brief in. Clean data out.
Select target sections: exhibitor lists, news archives, or brand directories. We define the schema.
We configure crawlers to navigate pagination, parse article HTML, and extract structured fields.
Data is checked for null rates, formatting consistency, and complete pagination traversal.
Clean records pushed to S3, BigQuery, or delivered via API on your specified schedule.
Extracting data from B2B media sites requires handling inconsistent HTML structures and unstructured text. We normalise the output.
News articles and brand descriptions often contain inconsistent formatting. We strip tracking tags, normalise whitespace, and extract clean text blocks suitable for downstream NLP tasks.
Brand and exhibitor lists span multiple paginated views. Our crawlers systematically traverse all pages to ensure complete data capture without duplicates.
For ongoing pipelines, we maintain a state file to identify newly added exhibitors or recently published news, delivering only the delta to reduce processing overhead.
Media sites update their layouts frequently. We use flexible XPath and CSS selectors with fallback logic to ensure continuous extraction even if the CSS classes change.
We configure concurrency limits and request delays to extract data efficiently without impacting the target site's performance or triggering WAF blocks.
Software vendors and wholesale suppliers extract exhibitor and brand lists to build targeted outreach campaigns for the beauty sector.
Beauty brands monitor product launches and news mentions to track competitor activity and market positioning.
Analysts aggregate news tags and article topics to quantify emerging trends in skincare, aesthetics, and spa treatments.
Agencies analyse historical exhibitor lists and floor plans to identify key industry players for sponsorship opportunities.
Distributors track new product announcements to identify potential brands for their portfolios.
Equipment manufacturers target award-winning salons and highly commended spas for premium equipment sales.
"Professional Beauty holds the definitive graph of the UK salon and spa industry, but accessing that B2B intelligence requires programmatic extraction."
Extracting exhibitor lists, brand directories, and industry news from Professional Beauty requires reliable pagination handling and unstructured text parsing. DataFlirt manages the infrastructure so your sales and marketing teams can focus on outreach and trend analysis rather than writing custom scrapers.
Everything supported by our professionalbeauty.co.uk scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright is deployed for rendering interactive directory elements and dynamic event maps.
Custom parsers clean HTML, remove boilerplate, and normalise unstructured text from news articles into clean JSON fields.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and delivery to your data warehouse.
Data delivered to where your team already works — no new tooling required.
About professionalbeauty.co.uk scraping, legality, and pipeline operations.
Ask us directly →We extract publicly available information including exhibitor lists for upcoming and past events, brand directory profiles, industry news articles, product launch announcements, and PB Awards data.
Yes, we capture public contact information listed on exhibitor and brand profiles, including website URLs, public email addresses, phone numbers, and social media links.
Pipelines can be configured to run daily, weekly, or monthly. Weekly runs are typical for tracking new news articles and incremental updates to exhibitor lists as events approach.
Yes. We use change detection to identify when new exhibitors are added to an event or when existing profiles are updated, delivering only the changed records to your CRM.
Yes, we parse the full article body, author, publication date, and associated tags, normalising the unstructured HTML into clean text for analysis.
Yes. We can deliver data as flat CSV files formatted to match your CRM import templates, or push records directly via Webhook for automated ingestion.
No. We only extract publicly accessible data from the website. We do not access gated digital magazine editions or private exhibitor portals.
20-minute scoping call. Pilot dataset within the week. Production within two. Need a comprehensive list of UK salon suppliers or a continuous feed of industry news? Tell us your requirements and we will configure the pipeline.
