What Actually Gets You Cited in AI Search (It Is Not Backlinks)

Key Takeaways

Consumer trust in AI search is falling, not rising. Research presented at SMX Advanced found 82% of consumers rated AI search more helpful than traditional results in 2025, against 54% in 2026.
Ahrefs analysis of roughly 75,000 brands found branded web mentions and YouTube impressions correlated most strongly with AI visibility. Backlinks and ad spend correlated weakest.
A Yext analysis of 6.8 million citations found 86% came from sources brands already own or manage.
The practical conclusion is unglamorous. The assets that earn AI citations are mostly assets you already control and may be neglecting.

There is a version of the AI search conversation going around that we do not think survives contact with the data.

It goes like this. Google is finished, AI assistants are taking over, and you need a new and separate service to survive it. Usually sold with some urgency, and usually by someone who has recently renamed part of their SEO offering.

We sell AI search work. We would rather sell it honestly, so here are three claims that get made constantly, checked against research published in the last year.

Claim One: Everyone Is Switching to AI Search and Trusts It

The adoption half of this is real. The trust half is going backwards.

Research from Fractl and Search Engine Land, presented by Fractl cofounder Kelsey Libert at SMX Advanced and written up in June 2026, found that 82% of consumers said AI search was more helpful than traditional results in 2025. By 2026 that figure was 54%. Libert noted the sceptic camp grew sixfold over the same period.

The same research put trust in Google at 39% of consumers, against 14% for AI tools and 15% for Reddit. Buyers checked an average of 2.4 platforms before validating a purchase.

That last number is the one worth sitting with. People are not replacing Google with ChatGPT. They are adding steps. Someone asks an assistant, gets a shortlist, then goes and checks it somewhere else, because they do not fully believe the first answer.

For a business, that changes what the goal is. You are not trying to win a single answer box. You are trying to survive a shortlist and then hold up when the person goes looking for confirmation. Your website, your Google Business Profile, and your reviews are the confirmation layer, and they are doing more work now, not less.

Claim Two: You Need a Whole New Discipline for This

This is where the data gets genuinely awkward for the industry.

Ahrefs analysed roughly 75,000 brands across ChatGPT, AI Mode, and AI Overviews, and looked at which signals correlated with AI visibility. Branded web mentions and YouTube impressions came out strongest, in the 0.50 to 0.74 range on the Spearman scale. Backlinks and ad spend came out weakest, below 0.30.

Read that again if you buy link packages.

Correlation is not causation, and we will not pretend otherwise. A brand with many branded mentions is usually a well-known brand, and well-known brands get cited for reasons that are hard to separate. But the direction is still informative, and it points away from the two things agencies most commonly sell as growth levers.

The Yext research points the same way from a different angle. Yext analysed 6.8 million AI citations from 1.6 million queries across ChatGPT, Gemini, and Perplexity, and Search Engine Land reported that 86% of citations came from sources brands owned or managed. First-party websites accounted for 44%, listings 42%, reviews and social 8%, and forums just 2%.

Worth noting that study covers July and August 2025 data and was published in October 2025, so it is the older of the two. Treat it as a strong signal rather than this month’s snapshot.

Put the two together and the picture is not a new discipline. It is the old one, done properly. Accurate, structured, crawlable content on properties you control, plus consistent listings, plus enough presence that your brand name appears in places other than your own website.

Claim Three: This Is Urgent and You Are Already Behind

Mostly no.

The same Fractl and Search Engine Land research found 50% of marketers reported traffic declines since AI Overviews launched, with 61% attributing the decline to AI tools. That is real pressure and we are not dismissing it. But 40% reported growth from AI assistants, and 57% reported growth from social platforms.

That spread tells you the outcome is not uniform and not predetermined. Some businesses are losing traffic to AI answers. Others are gaining. The difference is rarely who bought an AI visibility product first.

Here is our honest position. If your fundamentals are weak, no amount of AI-specific work will save you, because the AI systems are reading the same content the crawlers always did. If your fundamentals are strong, you are already most of the way there and the remaining work is smaller than it is being sold as.

What This Looks Like In Practice

We rebuilt a mobile mechanic’s search presence in the South Island around exactly these fundamentals, well before anyone was calling it AI visibility work. Structured Google Business Profile optimisation, geo-targeted service pages for each town in the coverage area, and LocalBusiness plus Service schema so machines could read the offering without guessing. You can see what that build involved.

None of that was done for ChatGPT. It was done because it is how you make a small business legible to a machine, and that requirement did not change when the machines started writing sentences.

The specific AI-era additions worth doing are narrower than the marketing suggests. We covered the technical end of this when Google shipped its agentic browsing audit, including where llms.txt actually stands, in our guide to getting your site ready for AI agents. And if you want the practical how-to rather than the data argument, our AI SEO guide covers the steps.

The Short Version of What To Do

Fix the sources you already control first. 86% of citations came from brand-owned or managed sources in the Yext data. Your website content, your business listings, and your review profile are not the boring part of AI visibility. They are most of it.

Get your structured data right. Schema is how you stop a machine guessing what you do, where you operate, and what you charge. This is unglamorous and it works.

Build branded mentions, not just links. The Ahrefs correlation data suggests being talked about by name matters more than accumulating links. Local press, industry directories, partnerships, and genuinely useful content that people reference.

Do not stop doing SEO. Google still holds 39% consumer trust against 14% for AI tools in that research. Abandoning search fundamentals to chase AI citations means losing the larger channel to win the smaller one.

Measure it before you buy solutions for it. Check your analytics for referrals from ChatGPT, Gemini, Claude, and Perplexity. If the numbers are tiny, that is useful information and it argues against panic spending.

Where We Think This Actually Goes

Our read, stated as a read rather than a finding, is that the trust decline is a correction rather than a collapse. People tried AI answers, found them confidently wrong often enough to get cautious, and settled into using them as a starting point rather than a verdict.

If that holds, the businesses that do well are the ones that are easy to verify. Clear pricing, real reviews, a site that loads and explains itself, consistent details everywhere a machine might look. That is a description of good marketing, which is inconveniently the same answer as it was three years ago.

If it does not hold, and AI answers do earn back trust, the same work still pays. That is the useful part. There is no version of the next two years where accurate structured content on properties you control turns out to have been a waste.

If you want to know where your business currently stands on this, our SEO service starts with an audit rather than an assumption.

Frequently Asked Questions

Is AI search actually replacing Google?

Not on current evidence. Research presented at SMX Advanced found consumers trust Google at 39% against 14% for AI tools, and that buyers check an average of 2.4 platforms before validating a purchase. Adoption of AI search is real, but it is behaving as an additional step rather than a replacement.

Do backlinks help with AI visibility?

Less than most people assume. Ahrefs analysis across roughly 75,000 brands found backlinks and ad spend among the weakest correlations with AI visibility, below 0.30 on the Spearman scale, while branded web mentions and YouTube impressions ranked strongest. Links still matter for traditional search, so this is an argument against over-investing in links for AI reasons specifically, not an argument for abandoning them.

What is the single highest-value thing for getting cited by AI?

On the Yext data, the sources you already control. 86% of the 6.8 million citations analysed came from brand-owned or managed sources, with first-party websites at 44% and listings at 42%. Accurate, structured, crawlable content on your own site and listings does most of the work.

Should NZ businesses buy a separate AI SEO service?

Only after the fundamentals are in place. If your site is slow, thin, or missing structured data, an AI-specific service is being layered on a weak base and will underperform. If your fundamentals are strong, the additional AI-era work is real but smaller than it is usually sold as.

How do I tell if AI assistants are sending me anything?

Check referral sources in your analytics for chatgpt.com, gemini.google.com, claude.ai, perplexity.ai, and copilot.com. Most New Zealand businesses find these volumes are currently small compared with Google organic, which is worth knowing before committing budget to the channel.

We do AI search work as part of SEO rather than as a separate panic purchase, because that is what the data supports. If you want a straight answer about where your business stands, get in touch.