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aggdata.com
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The Hidden Data Powerhouse of Retail
How a 16-person team quietly powers major retail analytics
In a world obsessed with AI hype and unicorn valuations, aggdata.com operates in the shadows of retail intelligence—a lean 16-person team generating $1.9M in revenue by solving one brutal problem: how to track inventory and pricing across thousands of stores in real-time.
"They're not selling software—they're selling data that moves markets."
The Silent Data Engine
Aggdata isn't a platform you log into—it's infrastructure. With 47% direct traffic, their customers aren't browsing; they're accessing pre-processed datasets about retail locations, inventory, and pricing. The 35% organic search traffic reveals a niche but powerful SEO moat around terms like 'Ross stores' and 'Sierra Trading Post'—retail giants who likely depend on this data for competitive intelligence.
The Revenue Per Employee Math
$1.9M revenue / 16 employees = ~$119K per employee. In B2B data services, that's efficient but not explosive. This isn't a growth-stage startup—it's a cash-flow business. The absence of funding data suggests bootstrap or early-stage profitability. The real story? Their traffic is tiny (8K visits/month) but their keywords are hyper-specific: 'PGA Superstore locations' (680 monthly searches) isn't a traffic play—it's a precision tool for retail analysts.
The keyword profile reveals their secret weapon: they're not competing for broad terms like 'retail data.' They own the long tail of store-level intelligence. When you search 'ross stores' (17K monthly volume) and see aggdata ranking, you're not finding a blog post—you're finding structured data about every Ross location. This is B2B data-as-a-service at its most pragmatic.
- 16-person team with $119K revenue per employee—lean and profitable
- 47% direct traffic indicates a repeat customer base accessing datasets
- Hyper-niche keyword strategy around retail locations (Ross, Sierra, PGA)
- No tech stack detected suggests custom infrastructure or minimal web footprint
- Key people are analysts, not sales—data quality is the product
The Unsexy Data Monopoly
Aggdata isn't building a platform—they're building a utility. In a world of SaaS bloat, they prove that $1.9M from 16 people solving one painful problem beats chasing unicorn status every time.
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About aggdata.com
Company Overview
Traffic & Audience
aggdata.com receives approximately 8.6K monthly visitors and ranks #2,588,845 globally. The website has a bounce rate of 39% with visitors viewing an average of 1.6 pages per visit. Users spend an average of 0:07 on the site.
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This page provides publicly available information about aggdata.com. Data is collected from various public sources and may not always be up to date. For the most accurate information, please visit aggdata.com directly at https://aggdata.com.