In 1995, a supermarket buyer quipped that the most valuable thing they sold wasn't food - it was shelf space. The best biscuit, hidden away on a bottom shelf, might as well not exist.
Fast-forward to today’s ‘digital natives’, and the shelf is now digital. Remember the good old days of the internet? It was like asking a librarian (Google) for books, then sifting through them yourself.
Marketing teams optimized online content for ‘eye-catching covers’ (keywords, backlinks, meta tags etc) to stand out.
Enter Generative Engine Optimization (GEO)
GEO is about being cited as a trusted source within broader AI-generated summaries and it is essential to being recommended by one of the many AI assistant tools available to your customers.
Tools like Claude, ChatGPT. Perplexity, and Gemini aren't librarians; they're personal assistants. GEO Reads the books for you and summarizes the key things that matter.
They don't hand you a list of links. They synthesize everything and deliver one confident answer. Type "What's the best (insert product or service here)?" and you get a distilled response, not a handful of options.
If your brand isn't in that response, you're not even on the shelf. Let alone occupying a Gondola End… You’re just invisible.
This shift profoundly changes how customers perceive the Customer Experience.
Traditionally, CX was a backstage thing within companies. Onboarding calls, support tickets, and delivery hiccups that happened after marketing's bold and naked promises had lured the customer into bed. Customers encountered it directly, one interaction at a time.
But GEO flips the script. AI assistants now act as the gatekeepers, curating perceptions before a customer ever smooches with you.
They don't just index your website; they aggregate the entire web's narrative about you: reviews on Reddit, testimonials on LinkedIn, complaints on forums, case studies in trade press, complaints on X. It's not about what you claim to be, it's about the evidence of what you've delivered.
If your CX shines through quotable reviews and proven results, you're cited.
If not, you're cast aside like a used Kleenex. GEO compresses the customer journey from awareness to decision in a single chat. No funnels, no nurturing ads, just instant, AI-mediated judgment.
Customers perceive your CX not through isolated touchpoints, but through a machine's singular version of reality, amplified at scale.
This exposes a long standing elephant in the room: Marketing promises the moon on a stick while CX scrambles to deliver that promise.
GEO forces alignment because AIs see everything. They detect inconsistencies. Glowing ads versus embittered customer reviews – and they amplify them. And then people get talking… People do that. So, what began as an abstract AI generated opinion takes on human form through confidently delivered word of mouth tales. “I’d never buy Hellman’s tomato ketchup – it’s just not the same,” said someone down the pub who’s never actually tried it, but trusts his digital critical friend.
Spin doesn't work; you can't keyword-stuff reality
Instead, GEO rewards substance: Specificity and consistency where what you say mirrors the customer experience. If you talk the talk AND walk the walk, you can be confident of success.
If the AI is answering, make your brand answer. Turn your positive CX stories into authoritative content. The result? CX is no longer digitally invisible – it's the headline act at the festival. Customers trust AI recommendations, more than brand advertising or implausible mission statements.
The mistake to avoid is in treating GEO like SEO 2.0
Many see GEO as a technical problem for marketing teams – tweak the website, feed the AI some new keywords. This is dangerously wrong. In many ways it requires a ‘hard reset’ of everything you thought was true.
GEO looks at the forum posts, and the way people talk about you when you aren’t in the room. The marketing says: “We are the most reliable car in Britain.” The CX says: “The gearbox fell out after three hundred miles.”
In the SEO era, you could bury this bad news.
In the GEO era, the AI finds the gearbox, reads the complaint, and tells the user: “They claim to be reliable, but users frequently report transmission failure. You should consider other brands.”
Marketing just lost the argument because CX failed. GEO is fundamentally a CX problem in disguise.
A single query can shortcut to conversion, but only if your experiences hold up under scrutiny. Great companies stand out; average ones can't just paper over the cracks. GEO strips away marketing illusions, rewarding clarity over cleverness, experience over exposure.
It's honest: In a world where machines summarize reality, your CX story is the one you've earned, not the one your agency scripted.
Key actions for CX leadership: Prioritizing the GEO shift
As CX leaders, you can't afford to treat GEO as a ‘here today, gone tomorrow’ sideshow. It's reshaping how customers perceive your brand's value.
Prioritize these actions to ensure your experiences fuel AI answers, turning invisible interactions into visible advantages. Start small, measure monthly, and collaborate with marketing for shared ownership.
Audit your AI shelf space (an immediate priority)
Query AIs with real customer questions about your sector or category, for example “Who is the best provider for X with Y constraints?”
Note if you appear, how you're described, and who edges you out. This reveals your “share of shelf”. Fix gaps by amplifying positive evidence. It's free reconnaissance that prevents missed opportunities.
Transform CX artifacts into GEO assets (a high-impact quick win)
Your help articles, FAQs, onboarding guides, and call scripts are all goldmines you need to find before the Gold Rush. Rewrite them in plain, vigorous English, like you’re explaining something to a friend in the pub.
Focus on real problems and solutions, for example, “How we fixed a new gearbox failure”. Publish transparently. This trains AIs to cite you as the authoritative source, enhancing perceived reliability without resorting to new content – because let’s face it, content is tuppence a ton and there’s far too much of it already...
Foster alignment and consistency – make it everyone’s job (a core strategic move)
Bridge marketing and CX silos with joint GEO metrics, like appearances in high-value AI queries. Review alongside NPS: Ensure promises match delivery, with evidence from reviews and case studies. Tie experiments (e.g., clearer propositions) to this. Consistency builds the “reputation infrastructure” AIs trust, closing gaps between perception and reality.
Deal in real-world intent, not marketing jargon (an ongoing discipline)
Listen to customer problems and create content that replies. Directly specific outcomes over adjectives and marketing fluff. And if anyone is still “putting the customer at the heart of everything we do” – go and stand in the corner and give your head a wobble.
Transform CX insights into ‘relevant, useful and interesting’ stories, such as “50 common smartphone problems solved”.
This positions you as the "obvious choice," making AI recommendations feel like seamless extensions of the customer experience. These steps aren't hacks; they're about earning inclusion through genuine utility. Implement them to own the narrative AIs tell.
GEO isn't a threat; it's good news for those doing CX right
GEO levels the playing field, letting substance shine while punishing fluff. The shortcut? There isn't one. Build better experiences, make them visible, and let AIs amplify them. If you're ready to turn GEO into your unfair advantage, start auditing today. Your customers and the machines they trust are already asking the questions. It’s up to you to provide the right answers.