There’s a growing gap between how people search and how we measure it.
In early March 2026, our GM – Product, Matthew Elshaw, spoke about this gap across two Bonfire masterclasses. The way people discover and evaluate brands has changed, and most measurement frameworks haven’t kept pace.
AI answers now sit between the question and the user’s first click. They shape how people compare options, which brands make the shortlist, and what feels credible before a website is ever visited.
In a world where most reporting still focuses on what happens after the click, we’re leaving a significant portion of influence unaccounted for.
Our GM – Product, Matthew Elshaw, presenting at our AI Search Reporting masterclass in early March 2026.
Where Growth Is Actually Happening
That influence, the content and answers that shape how a consumer understands their problem and the solutions available to them, doesn’t disappear with the decline of traditional search engine results pages. It’s showing up somewhere else.
For example, a user reads an AI-generated answer. They compare options, see a handful of brands mentioned, and form an initial preference. Then they navigate directly to a website or search for the brand by name.
From a reporting perspective, that journey looks simple. Direct traffic. Branded search. Perhaps a conversion not long after.
What it doesn’t show is everything that happened before it.
As AI search becomes a more dominant method of discovery, this is where a growing share of brand growth now sits. Not in the click itself, but in the moments leading up to it. Inside those AI answers, where brands are introduced, compared and validated before a user ever lands on a webpage.
There is an increasing amount of brand growth hidden within AI Answers.
What’s Replacing Rankings, Traffic and Conversions
If influence is happening before the click, the way we measure performance needs to shift with it.
Of course, rankings, traffic and conversions aren’t going anywhere. They still matter, but they’ve become downstream metrics. They tell you what happened after a decision has already started to form, not where that decision began.
To understand how your brand is performing in AI-driven search experiences, you need a different set of signals.
| Signal | What It Tells You |
|---|---|
| Visibility | How often your brand appears in AI-generated answers, and how prominently it’s featured. |
| Brand Mentions | How frequently your brand is referenced when AI systems respond to relevant prompts. |
| Citations | Whether your brand is used as a source, linked to, or positioned as a credible reference. |
| Sentiment | How your brand is described, and whether that description builds or erodes trust. |
Together, they start to paint a clearer picture of how your brand is being presented, and how often it’s entering consideration before a user ever reaches your site. This is where your brand growth now lives.
Connecting This to Real Growth
As your visibility in AI-generated answers increases, a few things tend to follow.
- Direct traffic grows, as more users navigate straight to your site after seeing your brand mentioned.
- Branded search increases, because users return later with intent, already familiar with who you are.
- Conversion paths shorten. Less comparison, fewer touchpoints, faster decisions.
When viewed in Google Analytics 4 or Google Search Console, these shifts can look like incremental gains. A bit more direct traffic. A lift in branded search. Maybe conversion rates start to improve.
But without context, it’s hard to explain why any of it is happening.
In Closing
Whether you’re measuring it or not, your brand is already being evaluated inside AI-generated answers.
The question is: are you paying attention to it, and if you are, do you understand how it’s influencing the decisions that show up later in your reporting?
The brands that figure this out early are the ones who’ll be in the best position to influence it.
This is something we’re continuing to test and refine. As the data improves, so will the way we measure it. If you’d like to discuss your AI visibility, speak to a member of our Strategy team via our Contact page.
We run regular events for clients and business owners throughout the year. If you’d like to attend the next one, register your interest via our Contact page.