AEO Visibility Diagnostic · for established service businesses

Buyers are asking AI for recommendations in your category. Your competitors are part of the answer. You aren't.

When ChatGPT, Perplexity and Google AI summarise your category, they name specific businesses. If yours isn't among them, the buyer never reaches your shortlist. Your competitor does.

  • Where you are and aren't named across ChatGPT, Perplexity and Google AI
  • Which pages, entities and trust signals are lowering your chance of being cited
  • What to fix first, and what can wait

No sales call. Fifteen minutes to work out together whether this is relevant for your business, or not.

Run personally by Marc Wajsberg · 30+ years in marketing, 13+ years in SEO

424 → 1,372AI-referred traffic in 90 days, verified in GA4
3 enginescited in ChatGPT, Perplexity and Google AI Mode
25 yearsonline marketing, 13+ years in SEO

"A virtuoso in digital marketing," says Erik Saelens, CEO Brandhome.

Why this matters

The problem is not your SEO.
It is where buyers now form their opinion.

The shift

AI answers, not blue links

A buyer asks ChatGPT or Perplexity which supplier fits a business like theirs. They don't scroll ten pages of results. They trust the answer. If your business isn't named, you don't exist for that person.

The commercial consequence

Invisible before the shortlist begins

AI platforms summarise the question before the buyer clicks. If your competitor sits in that answer and you don't, the buyer forms a view from what the AI puts in front of them. Not being named is not a technical detail. It is a commercial visibility problem that grows every month.

The window

The same curve as 2003 and 2009

Early Google Ads. Mobile search. Both looked like hype, until the businesses that moved early held the ground for years. AEO is the same window. It is closing faster than the last one.

This is not an SEO discussion. It is a visibility discussion. The question is not how high you rank. It is whether your business sits in the answer your prospect receives before they begin to choose.

Proof · kosher-travel platform

From barely present to cited across every major AI engine.

One client, three engines, one of the most common queries in its category. The numbers below come from the platform's own GA4 and from live AI answers anyone can reproduce.

A travel platform that helps people find verified kosher and kosher-friendly hotels worldwide. The diagnostic addressed how AI systems read, trust and cite its content: consistent entity data, answer-ready pages, and source signals across the web. Ninety days later, the platform appears in the answers that ChatGPT, Perplexity and Google AI Mode return for the query its buyers actually type.

And to separate the work from the general rise in AI usage: on a different client we ran a controlled comparison. The site we worked on doubled its AI-referred traffic over 90 days. An untouched sister site, same owner, same window, stayed flat. The growth follows the work, not the wave.

AI-referred traffic
424 1,372
LLM referrals, 90 days vs. same period last year (GA4)
Named in
Perplexity · Google AI Mode · ChatGPT
Top resource in Perplexity; listed in Google AI Mode; cited source in ChatGPT
For the query
"kosher hotels"
Non-brand category query · not logged in · dated
Growth multiple
3.2×
On a base in the hundreds, not a handful. Real scale.

An honest note: a curated travel resource is a natural source for a "where do I find" query, so part of this is the category working as it should. What the tracked traffic shows is that the citations turn into real visits, consistently, across all three engines. The live answers (not logged in, dated) are shown during the session.

Want to know where your business stands in AI answers?

Book a free 15-minute session

What the diagnostic usually surfaces

Most businesses are absent from AI answers for structural reasons, not for lack of authority.

These are the four most common findings across diagnostics of established businesses. None require a new website or a large budget. They require the right diagnosis first.

Finding 01 · most common

Inconsistent business data across platforms

Name, description, address and category differ across directories, Google Business Profile, LinkedIn and schema markup. AI platforms treat consistency as a trust signal. When the data doesn't match, citations drop, regardless of how good your content is.

Finding 02 · consistently present

Written for humans, unreadable to machines

Core service and expertise pages hold the right information but aren't structured so AI can extract direct answers. No question-and-answer structure, no schema. The content exists. The structure that makes it citable does not.

Finding 03 · often overlooked

No proof of expertise in a defined niche

Broad content that covers many topics at equal depth signals nothing to AI platforms. Your presence has to claim the niche you want to be known for, with enough depth to be treated as a source.

Finding 04 · underestimated impact

Outdated pages on high-intent buyer questions

Pages that answer the questions buyers ask now ("how do I choose a supplier", "what should I look for") exist, but are 18 to 36 months old. AI platforms favour current content and lower the priority of what's stale.

The Trust Signal Score

One scale. Every diagnostic plots a site against it.

The diagnostic produces one number between 0 and 100, on the same published scale. You see where your site stands today, and where the threshold sits at which Google and AI engines begin citing sites as sources. Drag the marker below to see what each position means, and what closing the distance takes.

Drag the marker · most sites land in the high 30s when first measured

citation threshold ≈ 60
0255075100

What moves the score at this level

    The threshold at which AI engines begin citing a site as a source sits closer to 60 than to 90. That is observable across every diagnostic I've run since AI Overviews launched, and it remains the most under-reported fact in search marketing today.

    What AEO actually is

    Not a replacement for SEO. A higher bar for visibility.

    Classic SEO aimed for a high place in a list. AEO aims to be the summarised answer. Those are two different commercial positions. The second requires a higher bar of specificity and proof.

    SEOAEO
    Goal: rank high in a listGoal: be named as the answer
    Success: clicksSuccess: citations and shortlist visibility
    Requires: decent pagesRequires: source-worthy pages and third-party corroboration
    Zero-click = failureZero-click doesn't count against you when your business is the source
    From the founder
    "After 25 years in online marketing, I'll say what most consultants would rather not: many monthly SEO retainers exist because clients can't tell the difference between work and the appearance of work. Every report that leaves this office, I read myself before it reaches you. Written so a business owner with no technical background can hand it to a developer or do the work themselves. If you read the report and it doesn't match what I promise here, you get your money back."
    Marc David WajsbergFractional CMO · principal, X8 Agency

    Investment

    One diagnostic. Three levels of engagement. No retainer.

    Each level begins with the same manual review of 50 trust factors, the same Trust Signal Score on the same scale, and the same review call. What changes is how far we accompany you after the report exists.

    Level 01 · Diagnostic

    Trust Signal Diagnostic

    The diagnosis. Yours to read, hand off, or implement.
    €1,500
    One-time · no subscription
    • Manual review of 50 trust factors across backlinks, content, technical integrity, behavioural signals and brand presence
    • Trust Signal Score from 0 to 100 on the published scale
    • Written diagnosis with a prioritised action list, in plain language
    • 30-minute review call with Marc
    • Delivered in 5 business days
    Level 02 · Recommended

    Diagnostic + Roadmap

    The diagnosis, plus the 90-day plan to act on it.
    €3,000
    One-time · no subscription
    • Everything in the Trust Signal Diagnostic
    • Competitor benchmark: Trust Signal Score for three direct competitors, with the gaps they expose
    • 90-day implementation roadmap with sequenced steps
    • Estimated impact per recommendation
    • 60-minute follow-up call 30 days after delivery
    • Delivered in 7 business days
    Level 03 · Full engagement

    Diagnostic + Implementation

    The diagnosis, the plan, and the support to execute it.
    €6,500
    One-time · no subscription
    • Everything in Diagnostic + Roadmap
    • 90 days of done-with-you implementation support
    • Weekly 30-minute working sessions
    • Technical review of changes before they go live
    • Trust Signal Score recalculation at 90 days, same scale, same hand

    This page sells no tier. Which engagement (and whether any) fits your situation is what the free session decides. You don't commit €1,500 on the strength of a web page. That is what the session is for.

    The written guarantee
    "If the report you receive does not match what this page describes (automated rather than manual, technical warnings rather than commercial actions, jargon rather than plain language), write to me within seven days of delivery and you get your money back. You keep the report. In all these years my rule hasn't changed: I don't keep a fee for work a client can't verify. Since the diagnostic launched, the guarantee has been invoked twice. Never refused."
    Marc David Wajsberg · Fractional CMO, X8 Agency

    Not sure which level fits? That's exactly what the session decides.

    Plan your free session

    The real cost

    What the diagnostic gives you. What inaction costs you.

    The question is not whether €1,500 is a meaningful investment. It is what it costs you every month that your competitor is named in conversations your prospect is having right now. Conversations you are not part of.

    What the diagnostic gives you
    • An exact picture of where you are and aren't named across ChatGPT, Perplexity and Google AI
    • Inconsistent business data identified and ranked by impact
    • Pages scored for answer-readiness, with concrete corrective actions
    • Schema and structured-data problems flagged with fixes
    • A prioritised 90-day roadmap: what first, then, and after
    • A review call, so nothing sits unread in a document
    What inaction costs you
    • Prospects form opinions about your category in conversations that name your competitor, not you
    • Zero-click searches hide, inside your own reporting, how much visibility you've already lost
    • Visibility positions competitors are building now take 12 to 18 months to displace
    • Inconsistent data compounds: every month without correction makes recovery slower
    • Generic content with no AEO structure produces noise, not citations
    • The window closes. The same curve as Google Ads in 2003 and mobile in 2009.

    "In April 2003 I was one of the first Belgian advertisers on Google Ads, when most businesses still called it hype. In 2009 I gave keynotes on mobile search while 40 percent of internet use was mobile and 11 percent of websites were ready."

    Each time, the businesses that moved early held the advantage for years. The ones that waited found the ground already taken. Credibility and visibility are built through structure, consistency and time. They don't buy themselves back once your competitor already owns them.

    Working with Marc is like driving a V12 on kerosene. A virtuoso in digital marketing, far better than most digital natives. Erik Saelens · CEO, Brandhome and Unbox

    When AI already summarises your category without naming you, that's not a marketing detail.

    It's a visibility problem. The diagnostic maps it precisely and decides which correction comes first.

    Book a free 15-minute session

    We work out together whether this is relevant for your business. If it isn't, I'll say so and point you to what would help instead. No newsletter, no drip sequence.

    Prefer to email first? [email protected]. You'll get a personal reply within 2 business days, or silence when there's clearly no match. That's an honest answer too.

    Frequently asked

    What business owners ask about AEO.

    What is AEO (Answer Engine Optimisation)?
    Structuring your digital presence so AI-driven search engines and assistants name your business as a reliable source. Classic SEO aims for a high place in the blue links. AEO aims for inclusion in the direct answer, at the moment your prospect forms a view. Not being named is not existing for that person.
    How is AEO different from classic SEO?
    SEO aims for a high place in search results; AEO aims to be named in direct answers. Between 58 and 70 percent of Google searches now end without a click, rising to 80 to 83 percent when AI Overviews appear. If an AI assistant names your competitor in answer to your prospect's question, that search never reaches you.
    Do I need AEO if my SEO is already working?
    Yes. SEO remains necessary but is no longer sufficient. Strong classic SEO correlates with higher AI citation rates, so good SEO stays the foundation. But the zero-click rate now sits between 58 and 83 percent. The prospects who would have clicked still form a view. The question is whether it's about you or about your competitor.
    Is this for established businesses or only large brands?
    It is particularly relevant for established mid-sized businesses. Large brands are already named through brand strength. Mid-sized businesses have to build that visibility position themselves, and that can be done without a national budget. It takes discipline, consistency and structure. Whoever builds it now holds an advantage in two years that's hard to catch.
    What if the diagnostic shows I don't need this?
    Then I'll say so. Part of what the free session exists for is to establish exactly that. Sometimes AEO isn't the first thing your business should address. If the commercial basis (positioning, offer, message) is unclear, that has to be fixed before AEO work makes sense. An honest "not yet" is worth more than a "yes" sold under pressure.