There is a new worry for us these days.
When a potential customer opens ChatGPT, Claude, Perplexity, or Google’s AI Mode and asks about a category we operate in, does our brand show up in the answer?
Not as a link. As the answer.
This is the new front door to consumer discovery. And the brands showing up there are not the ones spending the most on SEO. They are the ones that built the most credible presence across the internet, one customer review, one editorial mention, one piece of genuinely useful content at a time.
How AI search might work
As I understood from the tech articles, AI search tools draw information from the internet, just like traditional search engines. What is different is what they do with it. Instead of returning a list of links, they synthesize information from multiple sources and deliver a curated answer.
McKinsey’s AI Discovery Survey found that a brand’s own website accounts for only 5 to 10% of the sources AI platforms reference when forming that answer. The remaining 90 to 95% comes from external sources. Customer reviews. Editorial mentions. Third-party publications. Social discussions. User-generated content.
AI is forming an opinion about a brand based almost entirely on what other people say about it. Not what the brand says about itself.
How this shows up in the real world
A real estate developer with a beautifully designed website. Stunning renders. Compelling copy. Solid SEO. On paper, the owned media looks strong.
But a simple search for the brand name on any public forum and a different story emerges. Delayed handovers. Customer complaints on MagicBricks and 99acres. A Facebook group of aggrieved homebuyers. YouTube videos documenting construction delays.
When a prospective buyer asks an AI tool which developers are trustworthy in that city, this brand does not show up positively. Not because the website failed or their other tactical content efforts failed. Because the internet-wide conversation about the brand is overwhelmingly negative.
Here is the distinction that matters. In the traditional SEO era, a brand with good technical optimization could still show up on page one despite poor customer experience. The algorithm was reading signals that brands could engineer. AI reads the actual conversation and synthesizes it. Credibility can no longer be manufactured. It has to be earned.
The leading indicator we might miss
But here is the equally important flip side that I find most brands have not thought through.
A brand that delivers genuinely great experiences but generates no digital signals of those experiences is also invisible to AI. The happy customer who never left a review. The satisfied buyer who never posted about the smooth possession process. The delighted client who never mentioned the brand anywhere online. Their experience happened. The internet does not know about it. And if the internet does not know, AI does not know.
Getting shown up positively in AI search is a lagging indicator. It is the outcome of something else entirely.
The leading indicators are earned media, credibility signals, and genuine customer advocacy. And those are built not through optimization tactics but through delivering real value consistently and then creating the conditions for customers to signal that value publicly.
This is why the brands winning AI visibility are doing something that I observed while dining in restaurants. They actively solicit reviews at the moment of peak satisfaction. The restaurant that shares a Google Review link when you pay the bill. The real estate developer who hands a possession kit with a QR code to leave a review at the handover ceremony. The moment of delight is also the moment to create the digital signal of that delight.
The experience is the product. The review is the proof. AI needs both.
What brands should focus on
Conductor’s 2026 AEO Benchmarks Report confirms the underlying principle. McKinsey and Deloitte dominate AI citation rankings in B2B professional services. Not through optimization. Because they have spent decades producing authoritative thought leadership that every credible external source references. The AI is simply reflecting the authority that already existed.
The question is not how do we optimize for AI. The question is how do we build a brand so credible, so consistently present, and so frequently discussed that AI has no choice but to include us.
Practically this means a good website with relevant content is the baseline. What matters more is the conversation happening about your brand outside your website. Genuine customer reviews on relevant platforms. Mentions in credible publications and communities. A YouTube channel or blog that answers the real questions your customers are asking. Earned media built consistently over time. And the discipline to actively capture positive customer signals at the right moment.
These are not new ideas. They are the fundamentals of brand building. What has changed is that AI has made their importance measurable and impossible to ignore.
The brand that is talked about credibly and frequently across the internet will be the brand AI surfaces when your customer asks.
That conversation starts not with a GEO strategy. It starts with a product worth talking about, delivered to a customer who is genuinely satisfied, and a system that ensures that satisfaction leaves a trace on the internet.
Everything else is downstream of that.
