Behind the scenes: building DBR Intelligence™ for Digital Buyer Readiness™
Digital Buyer Readiness™ is becoming increasingly important as enterprise buyers change how they research, compare and shortlist potential suppliers. Much of that journey now happens before the first sales conversation, with buyers using websites, digital evidence and increasingly AI systems to form an early view of potential partners.
At Altiora Research, this shift led to the development of DBR Intelligence™ — the controlled research and assessment environment behind our Digital Buyer Readiness™ methodology. Rather than relying on a single prompt, score or AI-generated report, DBR Intelligence™ is being built to collect and normalise evidence, apply consistent assessment logic, validate findings and translate them into practical recommendations.
The initial focus is on IT resellers, systems integrators, MSPs and technology service providers, where many organisations operate in crowded markets and can appear very similar online.
This article looks behind the scenes at how DBR Intelligence™ is being developed, why Digital Buyer Readiness™ matters, and how AI, research, evidence and human judgement are being combined to help technology providers understand how effectively their digital presence supports modern buyer research — and where they can strengthen their position before buyers make contact. It also explores the unexpected return to coding behind the platform’s development.
Not All “AI Assessments” Are Assessing the Same Thing
Not All “AI Assessments” Are Assessing the Same Thing
The term AI assessment is becoming increasingly common.
But it is also becoming increasingly ambiguous.
An AI assessment might examine whether a website can be understood by large language models. It might assess how effectively an organisation is adopting AI internally. It could focus on security, governance and regulatory risk. Or it may look at how visible a company is within AI-generated answers and recommendations.
All of these can be valuable.
But they are not assessing the same thing, and they answer very different business questions.
There is also another question becoming increasingly important for organisations selling complex products and services:
When a prospective buyer researches your organisation digitally, does the evidence they find give them enough confidence to consider, trust and shortlist you?
Is Your Website Readable by AI?
Most digital marketing teams understand the foundations of a strong online presence. A website should have a clear structure, useful content, appropriate schema markup, sound technical SEO and consistent messaging.
These elements remain important. However, AI-assisted buyer research introduces a different challenge.
How AI Is Changing Enterprise Buying
For years, IT providers, resellers and managed service providers have optimised their websites for search engines.
The objective was relatively straightforward: appear prominently in search results, attract visitors to the website and persuade them to make contact.
That still matters. Search visibility remains an important part of digital marketing.
Enterprise Buying Has Changed. Has Your Business?
For decades, enterprise technology sales followed a familiar pattern. Sales teams generated leads, introduced their solutions, built relationships and guided buyers through the purchasing process.
That world has changed.
