The Tetrabase Framework
A structured research system combining AI discovery mapping, competitive journey benchmarking, and strategic synthesis - so you know exactly where you win, where you lose, and what to fix first.
Built for enterprise teams in e-commerce, financial services, luxury hospitality, and insurance where digital experience drives revenue.
The Philosophy
Research built around decisions, not datasets
The Tetrabase Framework combines AI discovery mapping, competitive journey benchmarking, and strategic synthesis into a single competitive roadmap. Designed not to generate more data, but to create clearer strategy.
Typical research approach
The Tetrabase Framework
A Rigorous Methodology
The Tetrabase Framework follows a structured, four-stage process to turn complex market data into a clear competitive roadmap.
From kick-off to final delivery, a typical study takes 6-10 weeks.
Strategic Study Design
Every engagement begins with a structured research design tailored to your priorities. We define the landscape, participant demographic targetting, competitor set, and key conversion journeys to ensure alignment with business decisions.
Fieldwork & Data Integrity
We engage thousands of participants to generate statistically robust insight. Our rigorous validation system ensures high-quality engagement and clean, defensible datasets.
The Research Programme
We combine AI discovery and competitive benchmarking to capture the full conversion journey - revealing how AI positions your brand and where friction limits conversion.
Strategic Synthesis
We synthesise findings into a structured competitive opportunity model, drawing on four core datapoints: quantitative data, qualitative data, expert reviews, and best practices. Every recommendation is evidence-grounded, commercially aligned, and prioritised by impact potential.
Research Stream 01
AI Discovery Mapping
Modern customers increasingly begin their research through AI tools. We analyse how audiences use AI to explore categories and form early perceptions - identifying how competitive narratives are shaped before users even reach a website.
- Positioning.
- How AI systems position your brand versus competitors.
- Language.
- What specific terminology customers use when evaluating options.
- Visibility.
- What influences visibility, perception, and click-through.
- Competitive Advantage.
- We analyse which brands are surfacing prominently and why - then give you the tools to close the gap.
Curious how AI is surfacing your brand? Book a discovery call
Participant responses
ChatGPT recommended InsureCompare first, describing it as "the most intuitive side-by-side comparison tool" - ahead of two other providers.
Aggregate AI visibility score
Research Stream 02
Journey Benchmarking
We evaluate your digital experience against a defined competitive set across structured decision-making journeys. Participants complete real-world tasks that mirror how prospective customers naturally explore and assess brands.
- Performance.
- Where you or your competitors outperform the competition on the core conversion journeys.
- Friction.
- Where friction is limiting preference or conversion.
- Differentiation.
- Which experience elements are driving true brand differentiation.
- Competitive Advantage.
- We synthesize 4 key data points to provide you with actionable and personalised recommendations: qualitative and quantitative data, expert reviews, and best practice reviews.
Want to see how you benchmark against your competitors? Book a discovery call
Competitive Journey Scorecard
Home | Disc. | Cmp. | Intent | Conv. | |
|---|---|---|---|---|---|
| Your Brand | |||||
| Competitor A | |||||
| Competitor B | |||||
| Competitor C |
Your Brand
Homepage and comparison clarity are clear strengths. Priority improvements: reduce friction in the quote flow and rebuild the conversion page with stronger trust signals to close more high-intent users.
Deliverables
Clarity for every stakeholder
Our outputs are structured for both executive clarity and technical depth, ensuring the roadmap is actionable across the entire organisation.
We share sample reports privately in your discovery call.
Executive Stakeholder Report
A focused strategic summary designed for senior leadership and key decision-makers.
- Core competitive insights
- Clear opportunity areas
- Prioritised recommendations
- Strategic implications
- Presentation delivery included
Full Technical Report
Comprehensive documentation designed for research, product, and UX teams.
- Complete data outputs & interactive dashboard
- Detailed competitive comparisons
- Full analytical breakdown
- Methodology and validation framework
- Full transparency (no hidden analysis)
The Result
A clear competitive roadmap grounded in large-scale research and AI-driven mapping. Leave with data-backed clarity on where you win, where you lose, and what to fix first.