Connecting the buyer journey to measurable results
AI discovery is only the beginning: what ChatGPT, Perplexity and Google AI Overviews tell buyers shapes what they expect from your website, and your website then has to support their evaluation and the next step they take. We examine that connected journey and help you improve it.
How AI search shapes the buyer journey
Work on AI visibility usually ends at the question of whether you are mentioned, and work on the website usually begins once a visitor has arrived. The stretch in between, where a buyer decides whether you live up to what an AI answer led them to expect, tends to belong to nobody, and that is where we work.
Four steps
1
AI discovery
When a buyer asks an AI tool who to consider, whether you are mentioned and how you are described shapes the shortlist they build.
2
Buyer expectations
By the time buyers reach you, an AI answer has already told them something about your services and expertise, and they arrive expecting your website to bear it out.
3
Website evaluation
Your website is where those expectations are tested, as buyers look for the right page, work out whether the offer suits them and decide whether the evidence is credible.
4
Decision and next steps
Whether a buyer enquires, books or buys depends on how far they trust what they have found and how clear the next step is.
Not every buyer clicks straight through from an AI answer, because many research with AI and return later through organic search, a direct visit or a referral, which is why we look at the whole journey rather than a single click.
Audits & Benchmarking
Get expert insight on how buyers find, evaluate and choose you through AI, and where you and your competitors show up along the way.
AI Readiness & Buyer Journey Audit
This is a connected assessment of how buyers discover, understand and evaluate your business through AI search and your website. Our 30-point audit works across four pillars.
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Find
We check whether AI systems can access and retrieve relevant information about your business, including technical discoverability and site structure.
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Understand
We assess whether AI can interpret your expertise accurately, and whether your content is structured clearly enough to be extracted and cited.
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Recommend
We look at whether AI recommends your business for relevant buyer needs, how it describes you, and how you compare with alternative providers.
Convert
We examine whether your website delivers on the expectations AI creates, builds buyer trust and makes the next step clear.
What you get: You receive findings organised across 30 audit items, with prioritised issues, page-level analysis and recommendations explaining what to improve and why. Depth depends on the scope we agree.
Competitor Benchmark Report
Understand how your business compares with three to five relevant competitors across AI discovery, representation and the buyer journey, and which differences deserve attention.
What you get: You receive a scored breakdown across all 30 items per competitor, a citation audit across your top buyer queries, and a side-by-side comparison showing structural gaps between your site and the ones AI prefers, followed by prioritised recommendations on where to close the gap first. Exact scope and timeline are agreed at enquiry.
Strategy & Optimisation
Some businesses already know where the buyer journey breaks down, and others have just had it confirmed by an audit. Either way, these four services help you decide what to change and in what order, and each is available on its own whether or not you have worked with us on an audit.
Content structure and optimisation
How your expertise is expressed across your content shapes whether AI systems can cite it and whether buyers trust it within a few seconds, and structure built for a different kind of reader can weaken both. We assess how your content positions your services, expertise and evidence, and decide what needs to change in its structure and wording so that AI systems can extract and cite it accurately and buyers can see why you are the right fit.
What you get: You receive a content structure framework and prioritised page-level recommendations, showing which pages to change first and why.
Information architecture and site structure
As a business adds services, capabilities and specialisms, the way they connect can become harder for buyers and AI systems to follow, which makes the right page difficult to find. We review your information architecture and how your supporting evidence is organised, and examine navigation logic, page hierarchy and the journey flow from first touch to conversion, then recommend a site structure that best meets your buyers' needs.
What you get: You receive an information architecture review and a recommended site structure with the reasoning behind it, so you can see how your pages should relate and which to merge, create, move or connect.
Buyer journey and conversion optimisation
Buyers arrive with expectations set by an AI answer, and where the journey leaves them uncertain, short of information or unsure what to do next, they may carry on looking elsewhere. We map the journey from first touch to conversion, identify where buyers meet friction, and check whether the page they land on delivers what the AI answer led them to expect, then provide page-level improvement recommendations.
What you get: You receive a journey map, a view of where and why buyers meet friction, and prioritised page-level improvement recommendations covering evaluation paths, supporting evidence and calls to action.
Content strategy
Without a clear view of which buyer questions matter most, content tends to be published one topic at a time, which can leave important questions unanswered and make the whole feel disconnected. We identify what buyers need to see in order to evaluate you, decide which topics, pages and supporting evidence take priority, and design a content framework that serves human readers and AI discoverability together.
What you get: You receive a content framework and an activation roadmap, organised around buyer questions, with guidance on structure and sequencing.
Not ready for a full audit?
Start with a free scan.
The scan gives you an indicative snapshot of how your business appears in AI search, including where you may be overlooked. It is a useful first look, not a substitute for the audit, which goes on to examine how AI represents you and what buyers experience when they reach your website.
Frequently asked questions
Why Xyra Foundry?
Our audits rest on expert judgement. We decide which pages and issues deserve attention, and which don't, interpret every finding for your business and your buyers, and prioritise the issues rather than leaving you with a long, undifferentiated list. You end up with recommendations you can act on.
What does the audit cover that an SEO tool does not?
Most SEO and GEO tools assess the technical layer: crawl access, sitemaps and structured data. Xyra assesses all 30 items, including whether AI interprets your business accurately and whether your website delivers on what AI tells buyers when they arrive.
What is the difference between the AI Readiness & Buyer Journey Audit and the Competitor Benchmark Report?
The audit assesses your own site across all 30 items. The benchmark applies the same framework to three to five of your closest competitors and adds citation data from ChatGPT, Perplexity and Google AI Overviews, so you can see who is being recommended for your buyers' questions and what is structurally different about how their sites are built. The audit is the usual starting point, and the benchmark makes most sense once you want to see where competitors are ahead.
What happens after the audit?
The audit is a standalone deliverable, so you can act on the findings in whatever way suits you. Where they point to deeper content, structure or buyer journey issues, we can help with the strategy and optimisation work described above, scoped separately.
Who is the audit for?
Any business where the buyer journey is research-heavy and trust matters. Healthcare and wellness providers, specialist service businesses, SaaS companies, B2B teams. Categories where AI tools are actively doing pre-purchase research and shortlisting on behalf of buyers. If a single new client has significant lifetime value, low AI visibility has a direct and measurable revenue cost.
Is this relevant if my traffic is already converting well?
Possibly more so. Strong conversion rates on declining or stagnant traffic often mean the visitors you are getting are already high-intent. That is the pattern AI search creates. The question is how much demand is resolving inside AI before anyone reaches your site at all, and how much of that you are not seeing because it never becomes a click.
Where should I start?
It depends on how much you already know about where the journey breaks down. To understand where the issues are, start with an AI Readiness & Buyer Journey Audit. To see how you compare, the Competitor Benchmark Report shows where competitors are better positioned. If you already know what needs fixing, we can start directly with strategy and optimisation, and you do not need an audit first.