Refiner Technology Adoption in E-commerce
Discover 15 verified e-commerce stores using Refiner. Analyze technology adoption, market trends, integration patterns, and business insights.
This is a public report preview. Use the catalog, exports or API for account lists. Fields depend on your plan; coverage varies by merchant.
Categories Distribution
Clothing & Accessories stores with 53.3% of all stores (8 stores) , followed by Pets & Pet Supplies (6.7%) .
Base: 15 active verified stores, including stores without a detected category. Percentages use this full population, not only the displayed categories.
Top 10 Categories
8 stores
1 stores
Visual Distribution
8 stores
1 stores
| Category | Number of Stores | Percentage |
|---|---|---|
| Clothing & Accessories | 8 | 53.33% |
| Pets & Pet Supplies | 1 | 6.67% |
Active Stores by Launch Year
Currently, 15 active stores in Refiner are tracked in our database , with the most stores launched in 2024 (6 stores still active) . This shows the distribution of currently active stores by their original launch year.
Active Stores by Launch Year
6 active stores
5 active stores
4 active stores
Distribution by Launch Year
40.0% of tracked active stores
33.3% of tracked active stores
26.7% of tracked active stores
| Launch Year | Active Stores | Percentage |
|---|---|---|
| 2024 | 6 | 40.00% |
| 2023 | 5 | 33.33% |
| 2022 | 4 | 26.67% |
Geographic Distribution
United States stores with 26.7% (4 active verified stores) , followed by Argentina (0.0%) and Belgium (0.0%) .
Base: 15 active verified stores, including stores with unknown country. Percentages use the full population, not only the displayed countries.
Top 10 Countries
4 active verified stores
0 active verified stores
0 active verified stores
Visual Distribution
4 active verified stores
0 active verified stores
0 active verified stores
| Country | AI-Verified Store Count | Market Share |
|---|---|---|
| United States | 4 | 26.67% |
| Argentina | 0 | 0.00% |
| Belgium | 0 | 0.00% |
Featured Stores
A selection of notable and recently launched stores in this segment.
Notable Stores
A sample of well-known stores in this segment tracked by ShopRank.
Clothing & Accessories
Clothing & Accessories
Clothing & Accessories
Data Coverage
Coverage among all domains with this detected signal, including non-active profiles; not just active stores.
| Field | Rows count | Coverage |
|---|---|---|
| Website | 17 | 100.00% |
| Emails | - | - |
| Phones | 1 | 5.88% |
| Ecommerce platform | - | - |
| Couriers | - | - |
| Payment Providers | - | - |
| Categories | 10 | 58.82% |
| Social Media | 9 | 52.94% |
Coverage reflects detectability from public website analysis. Payment providers and shipping carriers are identified from checkout pages and shipping widgets. Stores using off-site payment flows or custom shipping integrations may not be detected. Actual adoption rates are higher than shown.
Market Intelligence
On-demand market analysis
Self-service access to market data and insights
- Search and segment stores by any criteria
- API integration for automated workflows
- Periodic index updates
- Market sizing and segmentation
Strategic Intelligence
Custom research and competitive analysis
Tailored intelligence for strategic decisions
- Custom market reports and analysis
- Competitive landscape monitoring
- Direct support from the founder
- Flexible licensing and enterprise pricing
Market Intelligence
Understand the Refiner e-commerce landscape:
Analyze 15 verified e-commerce stores on Refiner - technology adoption, market share, competitive positioning.
- Track Competitive Shifts
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Monitor platform migrations, technology adoption, and market share changes across Refiner e-commerce.
- Size Your Addressable Market
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Segment stores by country, platform, category, PSP, carrier, technology, and merchant-size signals to quantify your market opportunity.
- Monitor Adoption Trends
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Identify which payment providers, shipping carriers, and platforms are gaining or losing traction.
Data Access
- Interactive search and filtering via web app
- REST API for programmatic access and automation
- Index updates; historical datasets by agreement
Use Cases
- Competitive intelligence and market sizing
- Technology adoption and platform migration analysis
- Sales prospecting and account-based targeting
- Investment research and due diligence
Frequently Asked Questions
- What data is included in the Refiner e-commerce intelligence?
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We track 15 verified Refiner e-commerce stores whose profiles can include: e-commerce platform, product counts, categories, payment providers, shipping carriers, technology stack, merchant-size signals, and available business contact fields.
- How is the data collected and how often is it updated?
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We rebuild the searchable index typically every 2–4 weeks. Observation dates vary by source and field; a rebuild does not mean every website was observed again. This public report has its own publication date and may use an older snapshot than the live catalog. Coverage varies by field and market. A missing payment or carrier signal means we did not detect it, not that the merchant does not use it.
- How do I access the data?
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Self-service plans give you instant access through our web app and REST API. You can search, filter, and segment stores interactively or integrate programmatically into your workflows. View plans →
- Can I filter by specific segments?
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Yes. You can segment by country, platform, product category, payment provider, shipping carrier, technology stack, store age, cross-border signals, and merchant-size bands. Some advanced signals are plan-gated, and the same field contract is used by the web app, exports, and API.
- Do you offer enterprise or custom licensing?
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Yes. For large-scale data needs, custom market reports, or dedicated support, contact us to discuss enterprise pricing.
Social Media Usage
Instagram accounts for 33.3% of displayed detection occurrences (7 occurrences) , followed by Facebook (28.6%) and TikTok (19.0%) .
Base: 21 social-platform detection occurrences in the displayed ranking, from active stores. One store can contribute multiple occurrences. These percentages are not the share of unique stores or all detections.
Links and embeds detected on public pages; private/hidden profiles not counted.
Top 10 Social Platforms
7 occurrences
6 occurrences
4 occurrences
4 occurrences
Visual Distribution
7 occurrences
6 occurrences
4 occurrences
4 occurrences