Use Cases
Use cases (B2B)
The following examples illustrate analytical and technical use cases and do not represent consumer facing services.
Digital Publishers
Visibility analysis and structural optimisation.
Marketplaces
Rank and compare large catalogs with structure.
SaaS Companies
Competitive intelligence and benchmarking.
Research and Advisory Firms
Datasets and frameworks to support reporting.
B2B only
Analytical and technical use cases
These examples are for professional audiences. We do not offer consumer-facing services.
Whether you run a content platform, a marketplace, a SaaS product or a research firm, our data aggregation, analytics and infrastructure can support your goals.
What we deliver
Outcomes by use case
- Digital Publishers: Visibility analysis, performance benchmarking and structural optimisation for large-scale content
- Marketplaces: Structured data systems to organise, compare and rank extensive catalogs of products or services
- SaaS Companies: Competitive intelligence, search visibility analysis and market benchmarking from aggregated data
- Research & Advisory: Structured datasets and analytical frameworks to support reports, research and advisory services
Typical flow
How we work with your use case
- Discovery: We understand your domain, KPIs and how you need to use the data
- Design: We propose data sources, metrics and delivery format (dashboards, exports, API)
- Build: We implement collection, structuring and scoring aligned to your use case
- Deliver: You get ongoing access to insights in the format that fits your workflow
Common questions
Use cases FAQ
- Are these services consumer-facing? No. All use cases described are B2B and for professional audiences.
- Can you combine multiple use cases? Yes. We can design solutions that span visibility, benchmarking and catalog structure.
- How do you scope a use case? We start from your goals, data availability and how you want to consume the output.
- What industries do you serve? We work across digital publishing, marketplaces, SaaS and research or advisory firms.
Explore your use case
Describe your domain and goals—we'll outline how our data and technology can support you.