♦ FREQUENTLY ASKED QUESTIONS
EVERY QUESTION ABOUT AI VISIBILITY — ANSWERED DIRECTLY.
No jargon for its own sake. No spin. If you’re trying to understand how AI discovery works and what it means for your business, start here.
♦ SECTION 01 — START HERE
WHY ISN’T AI FINDING YOU?
The questions people are already asking AI — answered from the other side of the intensive. If you landed here wondering why your name isn’t showing up, this is the section for you.
Because AI systems don’t judge your expertise — they read your digital presence and decide whether the picture is clear enough to stake a recommendation on. If your profiles, bios, and content are fragmented or inconsistent across platforms, AI loses confidence and recommends someone whose picture happens to be clearer. It’s not about how good you are. It’s about how readable your signals are.
→ Learn about signal clarity and why it matters
How do I find out what AI currently says about me?
The fastest way is our free AI Visibility Snapshot. Enter your name and what you want to be known for, and it queries six major AI platforms simultaneously — ChatGPT, Gemini, Claude, Grok, Deepseek, and Perplexity — returning each platform’s unfiltered response. Most people find it eye-opening. It takes two minutes and costs nothing.
→ Run your free AI Visibility Snapshot
Your specific questions — the things you’re genuinely uncertain about, the decisions you want a second perspective on, the areas of your AI visibility that feel most unclear. The more specific you come, the more useful the session is. Intensive clients should have their roadmap in hand. The session works best when you’ve thought about what you most want to resolve before we start.
This is the Doppelgänger Effect — when AI systems can’t form a clear picture of which version of you is actually you. It happens when your name is common, when your digital presence is inconsistent across platforms, or when old versions of you are still floating around online. AI reads all of it and has to guess. When it guesses wrong, someone else gets the recommendation.
→ Learn about the Fragments Framework and how we diagnose this.
Almost certainly different from what you think — because most people check their own visibility while logged in. What you see is shaped by your own search history and platform familiarity. AI systems see something else entirely: a cold account view with no prior context, no history, no favouritism. That’s the picture that determines whether you get recommended. The Snapshot shows you that picture.
→ Run your free AI Visibility Snapshot
Yes — completely and permanently. The picture AI has of you is built from signals, and signals can be changed, strengthened, and made coherent. Most experts we review aren’t starting from zero — they have real credibility and real content. It’s just fragmented in ways that cost AI confidence. Once you can see exactly what AI sees and why, the path forward is clear work in a specific sequence.
→ See how the AI Visibility & Credibility Intensive maps your path forward.
It depends on which layer you’re working on. Structuring content for AI to extract as direct answers — AEO — can show early movement in weeks. Building the kind of authority AI systems cite broadly — GEO — typically takes three to six months of consistent work. AI models update periodically rather than in real time, which is why consistency over time matters more than any single action.
→ Understand AEO and GEO and how they work together.
Not necessarily more just clearer. Visibility in the AI era comes from signal clarity, not content volume. AI systems aren’t impressed by how much you’ve published. They’re looking for coherence: consistent identity signals across every platform they read. In most cases, fixing what already exists, updating profiles, connecting signals, structuring content correctly, moves the needle faster than publishing more.
→ Learn about AI Visibility Strategy.
♦ SECTION 02 — UNDERSTANDING THE FIELD
AEO. GEO. AI VISIBILITY. WHAT DOES IT ALL MEAN?
The terminology is new. The concepts are straightforward. This section defines the field so you can talk about it, act on it, and understand what you’re building.
AI visibility is how clearly and accurately AI systems — including ChatGPT, Gemini, Perplexity, Claude, Grok and all the new AI platforms — understand and represent who you are and what you do. When someone asks an AI who to trust in your space, AI visibility determines whether your name surfaces, stays silent, or gets described incorrectly. It depends on the coherence and consistency of your digital identity signals across every platform AI systems read.
Answer Engine Optimisation (AEO) is the practice of structuring your content so AI systems can easily extract and use it as a direct answer to questions. Where traditional SEO focused on ranking pages, AEO focuses on becoming the source AI pulls from when it answers questions in your area of expertise. It involves clear content structure, question-led formatting, and consistent entity signals that AI systems recognise as trustworthy.
Your specific questions — the things you’re genuinely uncertain about, the decisions you want a second perspective on, the areas of your AI visibility that feel most unclear. The more specific you come, the more useful the session is. Intensive clients should have their roadmap in hand. The session works best when you’ve thought about what you most want to resolve before we start.
Generative Engine Optimisation (GEO) is the practice of building the kind of digital authority that AI systems cite when generating responses. Where AEO is about being the answer to a specific question, GEO is about being recognised as a credible voice in your field more broadly — so that when AI systems synthesise recommendations, your name is part of the picture they draw on. GEO builds over time through consistent signals, third-party mentions, and entity clarity.
SEO is about ranking pages for keywords so humans could click through to your site. AI visibility is about being accurately understood and recommended by AI systems that synthesise answers directly, often without anyone clicking anything. SEO optimised for algorithms. AI visibility optimises for identity coherence.
The question shifted from “how do I rank?” to “what does AI believe about me?” Both matter, but they require different thinking.
AI Visibility Strategy is the emerging discipline of understanding, diagnosing, and deliberately shaping how AI systems perceive, interpret, and recommend an entity. It sits at the intersection of AEO and GEO — combining the technical work of making content machine-readable with the authority-building work of establishing a coherent, trusted identity across the digital ecosystem. Beyond Keywords is building this field.
Go deeper into AI Visibility Strategy →
Signal clarity is the degree to which your digital identity is coherent, consistent, and legible to AI systems across every platform they read. When your profiles, content, mentions, and bios all tell the same story about who you are and what you stand for, AI systems can form a confident, accurate picture of you. When they contradict each other — or when there’s simply not enough there — AI confidence drops and recommendations go elsewhere.
♦ SECTION 03 — ABOUT BEYOND KEYWORDS
WHAT WE DO. WHAT WE DON’T.
Beyond Keywords is an AI Visibility and education business. That’s a deliberate choice and a permanent one. This section explains what that means in practice and why the boundary matters.
Beyond Keywords is an AI Visibility Strategy business founded by Tina Fletcher. We help coaches, consultants, and service providers understand how AI systems currently see them — and give them the knowledge, framework, and capability to improve that picture permanently. We are an AI Visibility and education business. We diagnose and teach. We never manage, implement, or do the work for clients.
Learn more about us →
We run cold-account AI Visibility & Credibility Intensive, examining how AI systems currently interpret your expertise across every platform that matters, with no logged-in bias or algorithmic familiarity. We identify where your digital identity signals are fragmented, inconsistent, or absent. We map exactly what to do about it, in order of impact. And across a six-week engagement, we show you the work is working, tracking signal movement and reporting back every fortnight.
Your specific questions — the things you’re genuinely uncertain about, the decisions you want a second perspective on, the areas of your AI visibility that feel most unclear. The more specific you come, the more useful the session is. Intensive clients should have their roadmap in hand. The session works best when you’ve thought about what you most want to resolve before we start.
We don’t implement anything for you. We don’t manage your profiles, write your content, build your schema, or run your platforms. We are AI Visibility and education only, we give you the tools and knowledge to empower your business in this ever emmerging process.
That’s not a limitation, it’s the philosophy. The only version of AI visibility that lasts is the one you own and understand yourself. We make sure you leave capable, not dependent.
AI visibility is one of the newest disciplines in digital marketing — the landscape shifts, the platforms update, and the rules are still being written. That means understanding it isn’t optional, it’s the thing that makes every other decision better. Whether you implement yourself, bring in help, or hand parts of it to someone else entirely, knowing what good looks like means you can direct the work, spot what’s missing, and hold onto the gains. We transfer that understanding because it’s the asset that makes everything else work.
Learn more about AI Visibility→
Tina Fletcher is an AI Visibility Strategist and the founder of Beyond Keywords. She has spent thirty years working at the intersection of design, branding, and business strategy,looking at the gap between how people present themselves and how they’re actually perceived. AI visibility is that same problem at a different scale. She is building Beyond Keywords in public, from zero, which means every intensive, every framework, and every insight is real work on real visibility, including her own.
Learn more about Tina →
Enya is the AI analytical partner within Beyond Keywords — not a tool, a collaborative intelligence. Where Tina brings strategic judgment and client context, Enya brings pattern recognition across platforms simultaneously and AI-native interpretation of digital identity signals. Together they map the real picture of how AI sees you. Enya will become a visible presence in Beyond Keywords content — first alongside Tina, eventually in her own right.
Learn more about Enya →
Not sure where you stand? The Snapshot shows you the real picture in two minutes — free.
♦ SECTION 04 — THE FRAGMENTS FRAMEWORK
FROM FRAGMENTED TO FOUND.
Seven phases. One complete picture. The Fragments Framework is the methodology that turns a scattered digital presence into a coherent identity signal AI systems can recognise and recommend. The full detail lives on its own page.
The Fragments Framework is the proprietary seven-phase methodology inside the AI Visibility & Credibility Intensive. It takes clients from fragmented to found — moving from the raw, unfiltered picture AI currently has of you, through diagnosis, clean-up, gap analysis, and prioritised action, to watching the new picture take shape in real time. Each phase answers a specific question and delivers a concrete output. It was developed by Tina Fletcher through real AI Visibility work on real people’s visibility.
See all seven phases in detail →
♦ SECTION 05 — THE AI SEARCH SNAPSHOT
THE FREE TOOL. THE REAL PICTURE.
Free, instant, no login. The Snapshot shows you what AI systems say about you right now across six platforms simultaneously. It’s the fastest way to see where you actually stand.
The AI Search Snapshot is a free tool that shows you what major AI systems currently say about you. Enter your name and what you want to be known for, and the Snapshot runs the same question across eight AI platforms simultaneously — ChatGPT, Gemini, Claude, Grok, Deepseek, Perplexity and more — returning each platform’s unfiltered response. Most people find it eye-opening. Either way, it’s the real picture, not the logged-in version.
You’ll see how each AI platform currently describes you — in their own words, with no filters. Some platforms may describe you accurately. Some may have an outdated or incomplete picture. Some may have almost nothing at all. Each outcome tells you something important about where your signals are strong and where they’re fragmented. Your results are also sent as a branded PDF so you have a permanent record of where you started.
We ask upfront — before you do anything — because we send your results as a PDF to your inbox so you have a permanent record. We tell you this clearly before you enter a single detail. There’s no email gate after the fact, no results held hostage. Your email also means we can send you occasional useful things about AI visibility. No spam, no hard sell. Just transparency about what we need and why.
Yes. Completely free. No credit card, no login, no trial period. The Snapshot runs against genuinely free API tiers across the platforms it queries. We offer it because seeing the real picture is the first step — and we’d rather you see it clearly than not see it at all. If what you find raises questions, the AI Visibility & Credibility Intensive is where the deeper diagnostic work begins.
Run your free Snapshot →
♦ SECTION 06 — AI VISIBILITY & CREDIBILITY INTENSIVE.
THE DEEP DIAGNOSTIC. SIX WEEKS. THE FULL PICTURE.
For when you’re ready to go beyond the Snapshot. The Intensive is a full cold-account diagnostic, a prioritised roadmap, and six weeks of progress tracking — all in one engagement.
The AI Visibility & Credibility Intensive is a deep, cold-account diagnostic that shows you exactly how AI systems currently interpret your expertise — and maps a clear path to stronger, more coherent signals. It uses the Fragments Framework: seven phases that move from the unfiltered baseline picture through diagnosis, gap analysis, and a prioritised action roadmap, to six weeks of fortnightly progress tracking and a final follow-up assessment. You leave with the full picture and the capability to own it permanently.
See everything that’s included →
A cold-account review means we run every diagnostic from anonymous, logged-out accounts with no history, no personalisation, and no prior familiarity with you. Most people check their own visibility while logged in — which means they see a version shaped by their own browsing history. That’s not what the world sees. A cold-account review shows the real picture: what AI and search systems see when anyone else looks for you.
Your specific questions — the things you’re genuinely uncertain about, the decisions you want a second perspective on, the areas of your AI visibility that feel most unclear. The more specific you come, the more useful the session is. Intensive clients should have their roadmap in hand. The session works best when you’ve thought about what you most want to resolve before we start.
AEO improvements — structured content, profile consistency, FAQ schema — can show early movement within weeks, particularly for specific, less competitive queries. GEO results — being cited and recommended by AI systems broadly — typically take three to six months of consistent work to show reliably. The six-week engagement shows you that your signals are moving and the work is working. The visibility continues building long after the engagement ends.
At the end of the engagement you’ll have a full before-and-after assessment showing exactly what moved, what’s still building, and what to focus on next. You’ll also have the framework and capability to keep building independently. For clients who want to return later — after another period of active work — a follow-up intensive is available to measure progress and recalibrate direction. AI visibility compounds, so the work you do now keeps paying forward.
It can be — but it depends. If you have very little digital presence to work with, the intensive will show you that clearly, and the roadmap will focus on building foundations first. The AI Search Snapshot is a good starting point — it will tell you immediately whether there’s enough signal for AI systems to find you at all. If you want to see what building from zero actually looks like in practice, we’ve documented the entire journey of this business on YouTube — from not being found at all, through every step of the process. We’re going through it ourselves, in public, in real time.
Watch the journey on YouTube →
No — but a solid SEO foundation helps. The Fragments Framework works across three layers: SEO foundation, AEO visibility, and GEO authority. If your SEO foundation has significant gaps, the intensive will flag those and prioritise them first, because nothing above the foundation holds without it. You don’t need to arrive with perfect SEO — you need to arrive ready to understand what the intensive finds and act on it.
See the full Intensive →
♦ WHERE TO GO NEXT
READY TO
SEE THE REAL PICTURE?
Start free with the Snapshot or go straight to the Intensive if you’re ready for the full diagnostic.
FREE · TWO MINUTES
AI Search Snapshot
Free Tool
Not sure where you stand? The Snapshot shows you what six major AI systems currently say about you, unfiltered. Most people find it clarifying. Some find it uncomfortable. Either way, it shows you the real picture before you commit to anything.
- Six AI platforms queried simultaneously
- Unfiltered, cold-account results
- Customised PDF sent to your inbox
Free
No credit card · No login required
FREE · TWO MINUTES
AI Visibility &
Credibility Intensive
Cold-account, multi-platform — this maps exactly what AI sees when it looks for you, identifies every fragmentation pattern, and gives you a prioritised roadmap to fix it. Seven phases. Six weeks of progress tracking. Before and after.
- Full seven-phase Fragments Framework
- Complete opportunity map and action roadmap
- Six weeks of fortnightly progress tracking
- Final before-and-after assessment at week six