Landmark Group — 2 Year Customer

When 30-40% of Your Competitor Data Is Missing, You're Not Really Competing

How a Middle East Furniture Retailer Went from Partial Data and 6 Hours/Week of Maintenance to Reliable Coverage Across ~56,000 Products

Landmark Group operates HomeBox and HomeCenter — furniture and homeware retail brands across the UAE and Saudi Arabia. They compete against IKEA, Danube, Panemirates, and Homesrus in a price-sensitive market.

Their Head of eCommerce had a problem: they were making dynamic pricing decisions based on incomplete competitor data. In their internal scraping runs, 30-40% of competitor data was missing — and no one knew which products were affected.

When that much data is missing, your trend analysis shows gaps. Your dynamic pricing responds to partial signals. You're not competing — you're hoping.

The Analyst Who Became a Scraper Maintenance Engineer

Before working with us, Landmark ran their own scraping infrastructure. A retail analyst was writing scrapers, maintaining them, and preparing PowerBI reports.

Competitor sites blocking IKEA uses complex rendering and aggressive anti-bot defenses. Their in-house scrapers couldn't get through consistently.
Incomplete navigation Furniture sites have deep category hierarchies. Their scrapers couldn't navigate all levels reliably.
The result: 30-40% of data missing on any given scrape. And the retail analyst was spending 6+ hours per week just keeping scrapers running — time that should have gone to analysis.

What Changed: Real Data from Their Actual Competitors in 24 Hours

We provided sample data from each of their competitor sites within 24 hours — including IKEA, which their in-house setup couldn't crack.

What We Provide

Every week, Landmark receives structured data across seven sites — five competitors plus their own two brands for accuracy verification.

SiteProducts TrackedData Fields
IKEA UAE14,08923
IKEA KSA13,02110
Panemirates11,7788
Homesrus11,38218
Danube4,37012
HomeBox (own)7907
HomeCenter (own)7947
Total~56,000

This coverage means Landmark sees the full competitive landscape for their in-scope categories — not a sample.

For IKEA specifically, we capture 23 fields per product:

CategoryFields Captured
BasicURL, title, price, old price, discounted price
DimensionsLength, width, weight, area
PackagingWidth, height, length, weight, number of packages
Product InfoMaterials, care instructions, product hierarchy
QualityAverage rating, number of reviews
SpecialSustainability info, badges, package quantity

This depth matters. When a competitor tracks sustainability data and features "eco-friendly" badges, Landmark sees the positioning signals — not just prices. These fields feed directly into PowerBI dashboards and dynamic pricing decisions.

The Complexity Behind Weekly Delivery

~56,000 products across seven sites sounds straightforward. It isn't.

Anti-bot protection IKEA uses complex rendering and aggressive anti-bot defenses. We maintain access using multiple collection approaches and monitoring.
Deep category navigation Furniture catalogs have nested hierarchies — hundreds of categories across competitors in Landmark's in-scope taxonomy. We traverse every level to capture complete product coverage.
Multi-market handling We track IKEA in both UAE and KSA, handling currency differences (AED vs SAR) and regional URL variations. This enables Landmark to see what's available in each market — and what isn't.
Ongoing maintenance These sites change structure regularly. We detect and fix issues before scheduled delivery.

What the Data Revealed: Always-On Discounting

Panemirates: In the tracked dataset, 100% of products were marked on sale.
CompetitorProducts% On SaleAvg Discount
Panemirates11,778100%42.8%
Homesrus11,38299.7%37.5%
Danube4,37089.8%38.7%
HomeBox (own)79058.1%25.5%
When a competitor runs their entire catalog at 42.8% average discount, that's a strategic signal — about their inventory position, their margin structure, their market approach.

We also detected extreme discounts: 93% off on individual products at Panemirates. When competitors are liquidating that aggressively, you need to know — either to match or to hold your position.

Regional Intelligence: UAE vs KSA

With both IKEA markets tracked, Landmark can now see regional differences:

This matters for regional strategy. If a competitor offers different assortments in different markets, Landmark can identify gaps and opportunities by region.

Two Years Later: From Guessing to Deciding

Before
After
"From 30-40% missing data to reliable coverage. Saved 6 hours a week."

"Most importantly, the customer started using scraped data and making decisions for dynamic pricing on a regular basis."

That last part matters most. Data only creates value when people trust it enough to act on it.

Who This Helps

Landmark's story resonates with furniture and homeware retailers — and any company facing these challenges:

See What This Looks Like for Your Market
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