FAQ

Straight answers.

Everything people ask us about AI visibility and GEO: what it costs, how long it takes, and how we prove it's working. 91 questions, no runaround.

The basics: AI visibility & GEO

What is AI visibility for professional service firms?
AI visibility is whether you show up when someone asks ChatGPT, Perplexity, Gemini, or similar tools for a recommendation in your field. It works differently from Google rankings: AI doesn't show a list of links, it gives an answer. You're either part of that answer, or you're invisible.
What is Generative Engine Optimization (GEO) and how is it different from SEO?
GEO is the practice of making your business visible to AI answer engines. Think of it like SEO, but for a different kind of search. Traditional SEO helps you rank in Google. GEO helps you become the answer AI recommends. Different platforms, different rules.
Why does GEO matter for my business?
Because your future clients are changing how they find help. Instead of Googling and clicking through websites, they're asking AI directly: "Who's the best estate planning attorney in Austin?" or "Which architect in Melbourne specializes in heritage conservation?" If you're not in AI's knowledge base, you're not in the conversation.
Is AI search replacing Google for finding professional services?
Not replacing, but taking a fast-growing share. Adobe's analysis of over a trillion retail visits found AI-referred traffic up 393% year over year, generating 37% more revenue per visit. AI referrals are still a small share of total traffic; the case is the growth rate and the quality of the visit, not the current volume. For high-trust decisions (choosing a lawyer, financial advisor, architect), people are increasingly asking AI before they ever open a search engine.
What types of businesses does Probably Genius work best for?
We focus on trust-based professional services: businesses where the stakes are high, wrong advice has consequences, and reputation matters more than price. That includes legal, architecture, financial planning, property investment, consulting, and specialist medical. If clients choose you because of expertise and trust, GEO is for you.
What types of businesses is Probably Genius NOT suited for?
E-commerce, marketing agencies, or anyone competing primarily on price. AI visibility and GEO build authority over time; it's infrastructure, not a quick win. If you need leads tomorrow, Generative Engine Optimization isn't the right solution.
How does Probably Genius work with Private Equity firms and business buyers?
We work with Search Funds and PE firms in two ways: running the 109-Point AI Visibility Diagnostic during due diligence to assess digital risk of an acquisition target, and building the AI-readable foundation post-acquisition to modernize lead flow without hiring internal marketing teams. Think of us as a "Digital CapEx" partner.
How is getting recommended by AI like getting referrals from a BNI network?
This is actually the best analogy we know.

When someone in your BNI group refers you, that prospect arrives with trust already built. The resistance is lower, the close rate is higher, and the client is better. They're not comparing you to ten other options; they came specifically because someone they trust vouched for you.

AI search works the same way. When ChatGPT recommends you, it's a warm referral from a trusted advisor, not a cold click from an ad. The prospect arrives pre-educated, pre-qualified, and predisposed to trust you. It's your BNI network, but running 24/7, answering questions at 3am when a stressed business owner asks "who's a good bookkeeper in Austin who works with startups?"

The published data keeps confirming it. One 12-million-visit benchmark (SuperPrompt, 2025) found AI-referred visitors converting at 14.2 percent against 2.8 percent for traditional search, with 73 percent converting on their first visit. Those are the numbers of a warm referral, not a cold click.

How AI search engines actually work

How do AI search engines like ChatGPT and Perplexity find and choose who to recommend?
AI search works in three layers, and you need to win at all three.

Layer 1: Query reformulation. When someone asks a question, the AI doesn't just pass those words to a search engine. It rewrites the query to find better results. "Heritage architect Melbourne" might become "best heritage conservation architects Melbourne 2026 awards reviews." If your content isn't built around the way AI reformulates queries, it sails right past you.

Layer 2: Search retrieval. The AI pulls results from search engines, primarily Google. This is where traditional SEO matters. If you don't rank, you don't get retrieved.

Layer 3: Synthesis and selection. The AI reads everything it retrieved and decides what to actually use in its answer. Clean structure, clear expertise signals, and content formatted for extraction wins this stage. Most of what gets retrieved never makes it into the final answer.

Most agencies only optimize for Layer 2. We build for all three.
How does AI decide which businesses to trust and recommend?
AI models assess trust signals similar to how a smart colleague would vet a referral. They look for: verified credentials, consistent information across platforms, authoritative content that answers real questions, third-party citations, and clear evidence of expertise. This is often summarized as E-E-A-T: Experience, Expertise, Authoritativeness, and Trustworthiness.
What is E-E-A-T and why does it matter for AI visibility?
E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. It's Google's quality framework, but AI models use similar signals. The first E (Experience) is relatively new: it emphasizes that you've actually done the work, not just written about it. Case studies, project examples, and real credentials matter more than ever for GEO.
What is an "entity" in AI search and why does it matter for GEO?
An entity is how AI understands who you are. Not just "a website with words on it" but a verified thing: a person, a business, an organization with specific credentials, location, services, and expertise. When you have strong entity signals, AI can confidently recommend you. Without them, you're just noise.
Why does my business need to appear in multiple places, not just my website?
Think of AI like sonar. It can't "see" your business directly; it sends out signals and builds a picture based on what bounces back. Your website is one surface. A directory listing is another. A press mention is another. A professional registry is another.

The more independent surfaces that return a consistent signal about who you are and what you do, the sharper and more confident AI's picture of your business becomes. If there's only one surface to bounce off, the picture is vague. If there are dozens (your website, industry directories, professional registrations, media coverage, schema markup), AI can see your business clearly and recommend you with confidence.

A single strong backlink is one echo. A full identity infrastructure is a complete map.
What is schema markup and why is it important for AI search?
Schema markup is code added to your website that tells AI exactly what things are: "This is a business. These are the founders. This is what they specialize in. Here's how to verify them." It's invisible to humans but essential for machines. Think of it like translation: turning your website into a language AI can read fluently.
What is a knowledge graph and how does it affect AI recommendations?
A knowledge graph is how AI organizes information about entities and their relationships. When your business is properly connected in AI's knowledge graph, it understands that you're a real entity with verified expertise, not just a collection of keywords.
What does "share of answer" mean in AI visibility tracking?
Share of answer is the percentage of times you're recommended when AI is asked about your category. If someone asks "Who's the best property buyer's agent in Melbourne?" and you're mentioned in 3 out of 10 queries, your share of answer is 30%. We track this across five AI engines, currently ChatGPT, Gemini, Perplexity, Claude, and Grok.
What is a Zero-Click Citation and why is it valuable?
This is the new gold standard. In the old SEO world, a "zero-click" search was bad: it meant Google answered the question and nobody visited your website.

In the AI era, a Zero-Click Citation is a victory. It means AI answered the user's question directly and cited you as the authority. You win the reputation and the trust, even if they don't visit your website immediately. Your name is now in their head as "the one the AI recommended." When they're ready to act, they come to you.
Why can't ChatGPT or Perplexity find my business right now?
Usually because your expertise exists in formats AI can't easily access: locked in your head, buried in PDFs, spread across social media, or formatted without proper structure. You might be the best in your field, but if AI can't verify that, it can't recommend you.
What is "The Black Box Effect" in AI visibility?
It's our term for when your best expertise is trapped in formats AI can't access: podcasts without transcripts, videos without captions, insights shared on social media but never published on your own site, decades of knowledge locked in email responses to clients, PDFs that AI can't parse, webinar recordings nobody transcribed.

The expertise is real. It's just invisible to machines.
Why does Gemini recommend my business but ChatGPT doesn't?
Because they read the world differently.

Gemini (Google) reads the live web. It sees changes almost instantly because it's connected to Google Search. ChatGPT relies more heavily on training data: information it "learned" months ago during its last training cycle.

If you're visible on Gemini but not ChatGPT, it means your current signals are good, but your historical authority is weak. We fix this by building what we call "Entity Permanence": signals strong enough that when ChatGPT updates its training data, you become part of its long-term memory, not just a temporary search result.
Why does ChatGPT ask qualifying questions before recommending a business?
This is actually common, and it's why positioning matters so much for AI visibility.

When you ask AI for a recommendation, it often asks follow-up questions first: "What type of massage are you looking for: relaxation, deep tissue, sports recovery?" or "Is this for a specific issue like back pain?"

AI is trying to match intent to expertise. The businesses with the clearest positioning get recommended more often because AI can confidently match them to specific needs. If your website says "we do everything for everyone," AI can't confidently recommend you for anything specific.
Why does AI ignore most content published in my industry?
Because it already has thousands of versions of the same generic advice.

AI cites content that gives it something new, what we call Information Gain: specific project data, real outcomes, original expertise it can't get from other sources. A blog post saying "heritage renovations require careful planning" adds nothing. A case study showing "we converted a heritage church into 8 residential dwellings in 14 months with 20% cost savings using sustainable materials" is information AI can actually use to answer someone's question.

Generic thought leadership, rephrased concepts, opinion pieces: AI doesn't need more of that. It already has thousands of versions. Information Gain is the stuff that makes AI's answers better, more specific, and more grounded than they were before your content existed.
Does press coverage and PR help with AI visibility?
Yes, and not just for the backlink.

Press mentions from independent publishers act as external verification of your entity. When multiple authoritative sources confirm who you are and what you do, AI's confidence in recommending you increases significantly. It's the same principle as directory listings: independent surfaces that bounce back a consistent signal about your business.

We build this into your foundation so that every press mention, every directory listing, and every professional registration reinforces the same identity. AI cross-references these sources. The more convergent the signal, the more confidently it recommends you.
Where do AI search engines get their local business information?
From multiple sources, and many of them aren't the ones you'd expect. It's not just Google and Yelp. AI platforms pull local data from directories and databases most businesses have never heard of, let alone claimed or updated.

We audit all the directories that feed AI platforms, not just the obvious ones.

Probably Genius services

What does Probably Genius actually do for AI visibility?
We translate your real-world authority into a language machines can understand. That means: auditing your current AI visibility, building the technical foundation (schema, knowledge graph connections), and producing structured content that AI can cite. The goal: when someone asks AI who to trust in your field, you're easy to verify, easy to understand, and easy to recommend.
What is the 109-Point AI Visibility Diagnostic?
It's our comprehensive audit of your current AI visibility, also called the Recommendation Check: 109 checkpoints across eight zones, hand-scored. The zones cover how clearly AI can identify you, what your content knows that generic content doesn't, where your expertise is trapped in formats AI can't read, how often you actually appear in AI answers, your trust signals, how extractable your answers are, your local footprint, and how well your presence spans the platforms AI reads.

You get a clear picture of where you stand: your score out of 109, which competitors are showing up instead of you, specific queries where you're invisible, and a prioritized roadmap of what to fix first.
What happens in the setup phase, and why do I need it?
First, we make your business make sense to AI. The setup builds your technical foundation, the layer that tells AI who you are: schema architecture, anchor pages, and the connections that thread your entire digital presence back to a single verified identity. Without this, content production is like furnishing a house without walls.
What is the AI Recommendation Layer and how does it build AI visibility?
The AI Recommendation Layer is the connected system we build and operate to help AI verify, understand, and recommend your business. On the production side, we write 12 done-for-you thought-leadership articles per month, from your own words, intelligence, and experience, in your recognizable voice. Inside those articles sit approximately 60 clear Knowledge Entries: reusable answers, facts, proof points, and distinctions that search engines and AI can extract and connect to your name.
What are Knowledge Entries and how are they different from blog posts?
A Knowledge Entry is a clear, reusable answer, fact, proof point, or distinction inside one of your articles, formatted so search engines and AI can extract it and connect it to your name. Each of the 12 monthly articles carries roughly five, so a month of publishing adds approximately 60 Knowledge Entries to the record AI holds about you.

A typical blog post says "here's what I think." A Knowledge Entry gives AI something it can verify, cite, and reuse when a real buyer asks a real question.
What is the Genius Interview, and what happens to what it captures?
The Genius Interview is a structured expertise-mapping conversation: we sit down with you and capture what you actually know, how you make decisions, and the proof behind it. Everything it captures goes into a governed record, a single source of truth for your business, expertise, and point of view.

If a fact isn't in that record, our system can't write it. That record governs every step of production, so what publishes under your name is your expertise: verified, structured, and protected.
What is the Integrity Gate?
The Integrity Gate is our quality verification step, the last door every piece of content walks through before it publishes. Each piece is scored 0-100 through the Integrity Gate: nothing publishes under 80. The scoring covers whether the piece directly answers the question, the depth of expertise demonstrated, and whether AI can actually extract and cite it.

If it doesn't clear the floor, it doesn't publish. No exceptions.
What's the difference between GEO setup and ongoing AI visibility work?
Setup builds the foundation: first, we make your business make sense to AI, through schema, knowledge graph connections, and anchor pages. It's typically a one-time investment.

Ongoing work is the AI Recommendation Layer in motion, what we call "World Building": the monthly articles that feed AI systems and compound your authority over time. You can't build a world in a weekend, which is why this is an ongoing engagement.

Our technology & methodology

Does Probably Genius just use ChatGPT to write content?
No. And this is probably the most important distinction between us and everyone else offering "AI content."

The production side of the AI Recommendation Layer is a multi-agent system: a network of specialized AI agents, each with a defined role, working in sequence under human oversight. One agent handles research and keyword architecture. Another handles content structure. Another scores every piece through the Integrity Gate before it can publish. A human reviews the output at multiple checkpoints.

It's closer to a newsroom than a chatbot. The AI does the heavy lifting on production. The humans, Jacquie and Chris, set the strategy, verify the expertise, and make the judgment calls machines can't.

The result is 12 precision-structured thought-leadership articles per month that would take a traditional agency team of 4-5 people to produce at the same quality. Not because AI is "good enough," but because the system is engineered for structure, consistency, and machine readability that generic writing rarely reaches.

Every piece is written from your governed record of verified expertise and scored 0-100 through the Integrity Gate: nothing publishes under 80. Nothing publishes that hasn't passed both the system and a human.
Why does Probably Genius produce so much content every month?
Because AI search doesn't work like Google search.

When someone types keywords into Google, it matches words on a page. When someone asks ChatGPT or Perplexity a question, the AI is matching intent: the meaning behind the question, not the exact words.

That means your content needs to cover the full landscape of how people actually ask about your expertise. Not just "heritage architect Melbourne" but "who should I hire if my council rejected my renovation plans" and "how do I get a heritage overlay removed in Port Phillip." These are different questions with different intent, and AI treats them as completely different queries.

On top of that, AI engines actively favor fresh content. Google's algorithms reward recency, and Perplexity applies time decay, so older content loses weight. If you publish once and stop, you're slowly fading from AI's memory.

That's why we call the ongoing work "World Building." Each month we're expanding the world of facts AI knows about you, covering new questions, refreshing existing answers, and keeping you inside the visibility window that AI engines prioritize. It compounds: month 6 is significantly more powerful than month 1 because AI has encountered your expertise across dozens of contexts and built confidence in citing you.
How is GEO different from traditional SEO content strategy?
Traditional SEO targets keywords. GEO targets intent.

SEO asks: "What words are people typing?" GEO asks: "What questions are people asking, and what does the AI need to confidently answer them?"

Keywords match strings of text. Intent matching understands that "who should I hire for my Victorian terrace renovation" and "best heritage architects Melbourne" are the same underlying need expressed differently. AI reformulates queries based on intent, not keywords, so your content needs to be built for the way AI thinks, not the way Google's old algorithm matched text.

We also build for E-E-A-T, freshness, and semantic structure simultaneously. Every piece of content demonstrates real experience, stays current with what Google's recency signals reward, and is structured so AI can extract and cite it. That's three layers working together, not just keyword density on a page.
What is the background and experience behind Probably Genius?
Jacquie has spent more than 20 years building and scaling businesses at the intersection of technology, brand strategy, and distribution.

Before founding Probably Genius, she built and ran a 16-staff Melbourne digital agency working across entertainment, finance, and tech. That included deep strategic marketing for Screen Australia-funded productions and presenting pre-launch strategy to YouTube's top creators.

She then spent thousands of hours researching AI systems from first principles: not adapting old SEO playbooks, but studying how large language models actually retrieve, evaluate, and cite information, and how entity recognition determines who gets cited and who gets ignored. The Probably Genius methodology was engineered from that foundation, built for how AI actually works, not how search used to work.

Chris Shaw, co-founder, brings operations architecture and technical implementation. Together they bring more than 40 combined years of translating expertise for the audiences and systems that decide who gets chosen, across more than 1,000 businesses.

Results, timeline & ROI

How long does it take to see results from GEO?
Most clients see initial AI citations within 60-90 days. Meaningful shifts in share of answer (how often you're recommended vs competitors) typically happen by month 4-6. This compounds over time; unlike paid ads, the investment keeps working.
What results does Probably Genius guarantee?
We guarantee consistent execution: 12 done-for-you thought-leadership articles a month, quarterly strategy reviews, and a hard quality floor. Every piece is scored 0-100 through the Integrity Gate: nothing publishes under 80. We don't guarantee specific rankings or revenue, because too many variables sit outside our control.

What we promise is readiness: we make your business easier for AI to verify, trust, and recommend, then measure what happens and show you the numbers every month.
What does AI visibility success look like for a professional service firm?
You start appearing when people ask AI about your specialty. Leads mention they "researched you through ChatGPT" before calling. Your share of answer grows quarter over quarter. Competitors wonder how you're showing up everywhere.

The leads that come through convert faster and push back less on price, because AI already vouched for you.
Why does GEO take months instead of weeks to show results?
AI models update their knowledge gradually. They need to encounter your structured content multiple times across different contexts before they trust it enough to cite. This is infrastructure, not advertising: you're building a foundation, not buying attention.

Think of it like building a physical reputation. You can't become "the trusted advisor everyone recommends" in 30 days. The technology works the same way.
Is there a minimum commitment?
It depends which program you pick. The 12-month program is the standard one, and it carries the lower monthly price. There is also a flexible program with no minimum term at a higher monthly rate, which you can stop with 30 days' written notice.

We recommend the year, and we would rather explain why than simply insist. Building a knowledge graph is like building a reputation: AI models need time to crawl, index, and verify the new picture we are building for you, and the clients who see the best results are the ones who give the work a full year. The flexible program exists so that the year is a choice rather than a barrier.

What we will not promise on either program is a 30-day quick fix, because the technology genuinely does not work that way.
What happens if ChatGPT or Perplexity change their algorithms?
They will. That's why we include quarterly strategy reviews: to adapt based on what we're seeing.

The fundamentals (entity clarity, structured content, genuine expertise) tend to remain valuable even as platforms evolve. We're building authority, not gaming algorithms. When platforms change, well-structured expertise still wins.
How does Probably Genius measure progress?
We run a monthly visibility probe across five AI engines, currently ChatGPT, Gemini, Perplexity, Claude, and Grok, tracking your share of answer, extracting which competitors get named, and measuring growth quarter over quarter. You'll get a monthly report showing exactly where you stand and how that's changing.
Should my firm wait until AI search settles down before investing?
You can, but it will cost you exponentially more to catch up.

AI Knowledge Graphs work on cumulative authority. The entity that establishes itself first as the trusted source for a topic gets reinforced over and over again as the model learns.

If you wait 12 months, you aren't just starting from zero; you're trying to displace a competitor who has effectively become "the incumbent" in AI's long-term memory.

The cement is wet right now. In a year, it will be dry.
Won't my competitors just copy our GEO strategy?
Eventually, yes, competitors will catch on. That's precisely why timing matters.

This is an early-mover advantage, similar to SEO 15 years ago. The businesses that establish authority first become the default recommendations. Everyone else spends years and significantly more money playing catch-up.

And here's the thing: our program isn't "set and forget." Every quarter we track competitor movements, identify new gaps, and refine your positioning. We focus on what makes you the obvious choice: your story, your niche, your distinction. AI doesn't just cite whoever optimizes; it cites who it perceives as credible, authoritative, and distinctive.

The question is whether you want to be the one they're chasing, or the one playing catch-up.

Technical: schema, entities & infrastructure

What is schema markup and why does my firm need it?
Schema markup is structured code that tells AI exactly what things are on your website. Without it, AI has to guess. With it, AI knows "this is a business called X, founded by Y, specializing in Z, located in A, with credentials B and C."

It's the difference between a business card and a verified identity in the system.
What is the Golden Thread in entity architecture?
The Golden Thread is our name for the connected schema and site structure that links every piece of content back to your core entity. Instead of having scattered pages that AI sees as disconnected, everything links back to you. Authority compounds instead of fragmenting.

Every article, every FAQ, every service page: all connected back to your verified entity identity.
Does Probably Genius work directly on my website?
It depends on the setup. For content publishing, many clients give us access to their CMS (WordPress, Webflow, etc.). For schema implementation, we either work with your developer or implement directly. We're flexible; whatever makes sense for your team.
Will AI visibility work improve my Google rankings too?
Often positively. Google's recent algorithm updates reward exactly what we build: entity clarity, structured data, genuine expertise signals. Many clients see their Google rankings improve as a byproduct of the AI visibility work.

Our clients are finding we often outperform their existing SEO on organic Google results too, because Google's algorithms are now rewarding entity authority and structured data.
Which AI platforms does Probably Genius optimize for?
We focus on the major AI answer engines, and our monthly probe currently covers five: ChatGPT (OpenAI), Gemini (Google), Perplexity, Claude (Anthropic), and Grok (xAI). The infrastructure we build is platform-agnostic; good entity signals and structured content work across all of them.
Do I need a new website to start GEO work?
Usually not. We work with your existing site. The infrastructure (schema, structured data) gets added to what you have. Content gets published through your existing CMS. We might recommend structural changes if your current site has significant issues, but most clients keep their existing platform.
Can Probably Genius work with an outdated website?
We can still add schema and publish content, but you might not get full benefit until the site is modernized. We'll be honest about this in the diagnostic: if your foundation has serious issues, we'll tell you what needs fixing first.
What is an anchor page in GEO strategy?
An anchor page is a comprehensive knowledge hub on a key topic, designed to be the definitive resource AI cites when that topic comes up. It's longer and deeper than a typical blog post, structured for extraction, and serves as a citation magnet that other content links back to.
Should I block AI bots like GPTBot and ClaudeBot from my website?
Only if you want to be invisible.

If you block the bots (like GPTBot or ClaudeBot), you're telling AI: "Do not read my site. Do not learn about my business. Do not recommend me."

For a software company protecting proprietary code, blocking might make sense. For a professional service firm whose product is reputation, blocking the bots is the digital equivalent of locking your front door and hiding your sign.

You cannot be recommended by a system you refuse to speak to.
When do AI search engines actually update their knowledge about businesses?
Different platforms work differently.

Gemini and Perplexity have live web access, so they can see changes relatively quickly. ChatGPT relies more on training data snapshots taken at specific points in time. If your site is properly structured when they capture that snapshot, you're in the model. If not, you're invisible until the next training cycle, which could be 6+ months away.

That's why the window between now and the next major training update is critical. By the time most businesses realize they need an "AI search strategy," the training data is already set.

Content production & quality

Where does the content for Knowledge Entries come from?
From you, but we do the heavy lifting. It starts with the Genius Interview, a structured expertise-mapping conversation that captures what you know and how you think. We review your existing materials and build everything into your governed record. Our system then produces content based on what you actually know and believe. Nothing fabricated.
How does Probably Genius prevent AI hallucination in client content?
It starts with your governed record, the verified knowledge base built from the Genius Interview. Everything our system writes must be sourced from that record; if a fact isn't in it, it can't be written.

Then the Integrity Gate catches anything that doesn't meet the quality floor. No hallucinations. No made-up credentials. No invented case studies. No fabricated statistics.

This is the single biggest difference between us and agencies that just "use AI to write content."
How much of my time does the work require?
We try to front-load the Genius Interview and record-building in the first month, then minimize ongoing demands. Most clients spend 2-3 hours upfront, then maybe 30 minutes per month on review and feedback. We're not asking you to write; we're asking you to talk about what you know.
Can I review content before it publishes?
Yes. We have a review process built in. You'll see everything before it goes live, and we won't publish anything you're not comfortable with. That said, we encourage trusting the process: if something clears the Integrity Gate, it's met the quality bar.
I already have a lot of blog content, can it be used?
Good, that's raw material. The problem is usually that it's unstructured, not schema-connected, or formatted in ways AI can't easily extract. We'll audit what exists, identify what can be upgraded, and fill the gaps with new Knowledge Entries.
Does Probably Genius write content in my brand voice?
We try to. The Genius Interview captures your perspective, your terminology, your way of explaining things, and your governed record keeps them. The content should sound like you on a good day, not like generic AI output. If something feels off, tell us and we refine until it's right.
How does Probably Genius decide what topics to create content about?
Topics where your ideal clients are asking questions. We identify high-value queries through research, then build content that positions you as the authoritative answer. The goal is owning the questions that lead to business, not just publishing for volume.
Isn't AI-generated content lower quality? Will it actually get cited?
Here's the reality: a large share of new web content is now AI-generated, and most of it never gets cited, because it adds nothing the models don't already have. What matters to AI isn't who typed the words; it's whether the content meets a real editorial standard and says something new.

Most agencies use AI to produce "consensus content": generic text that repeats what's already on the internet. AI models treat this as training data, not as a source to cite. They ignore it because it adds no new information.

We do the opposite. We structure verified expertise for AI to read, and we focus on Information Gain: giving the AI new, structured facts it doesn't have yet. That's what gets cited.

Pricing & engagement

How much does AI visibility and GEO cost?
Three plans, each a flat setup fee plus a monthly fee. On the 12-month program:

The Mention: $1,250 setup + $750/month.

The Shortlist: $1,750 setup + $995/month.

The Answer: $2,500 setup + $1,500/month.

The same three programs are available with no minimum term at $975, $1,295 and $2,000 a month.

A fourth program, The Authority, covers reputation-sensitive and multi-practitioner categories at $5,000 setup and $3,500 a month; it is scoped in conversation rather than sold off the page.

Setup is flat per tier; the tier itself is the scoping, so a complex multi-entity build is an Authority conversation, never a surcharge. The 109-Point AI Visibility Diagnostic is free: about an hour to present, no obligation, and you see the full picture of your visibility gaps before you ever sign a contract.

Current pricing, including any offer running this month, is on the pricing page.
Why isn't there a cheaper option?
There is an entry tier: The Mention, at $1,250 setup + $750 a month, built for hyper-specific niches and smaller markets where being the one name AI knows doesn't require a $20,000-a-year program.

Below that, the work stops being real. This is infrastructure, not a quick fix, and properly building the foundation and producing verified content has a minimum cost. We could charge less by cutting corners: fewer articles, no quality verification, generic content with no governed record behind it. But that would damage your reputation, not help it. We'd rather do fewer projects well than many projects poorly.
Is there a free trial?
Not in the traditional sense. The diagnostic serves as your "see before you commit" option: it's free, takes about an hour to present, and carries no obligation. You'll see exactly where you stand and what we'd do about it. If you decide to proceed, you've already got the roadmap.
What's included in the monthly fee?
On The Answer, our most complete published program: 12 done-for-you thought-leadership articles a month, carrying approximately 60 Knowledge Entries, every piece scored 0-100 through the Integrity Gate: nothing publishes under 80. Schema implementation for each piece. A monthly visibility probe across five AI engines, currently ChatGPT, Gemini, Perplexity, Claude, and Grok, with named-competitor extraction, plus your monthly branded report. Direct access via Slack or email, and quarterly strategy reviews to plan the next 90 days. The Mention and The Shortlist run the same system at lighter cadences.

Basically: we handle everything on the AI visibility side.
Can I pause my engagement?
Yes. Every 12-month term includes a one-time two-month pause with 30 days' written notice, and the term extends by the pause, so you get 12 full delivered months either way. We pause with you, we don't profit from your bad quarter.

If a year is more than you want to commit to in the first place, the flexible program has no minimum term and stops on 30 days' written notice, at a higher monthly rate. On either program, if after 6 months we're not seeing meaningful progress, we'll have an honest conversation about what's happening and whether to continue. There is also a defined buyout available after 6 paid months on the 12-month term, and we walk you through those terms before you sign. We're not interested in taking money for something that isn't working.
Does Probably Genius offer payment plans?
We can discuss splitting setup costs across the first few months if that helps with cash flow. Ask us; we're flexible within reason.
Is there a money-back guarantee?
No. We guarantee execution: the work gets done, on cadence, to the quality floor we publish. We don't guarantee specific outcomes because too many variables are outside our control.

What we promise is readiness: a business that's easier for AI to verify, trust, and recommend, and a monthly report that shows you exactly what's changing.
I just invested in a new website, so why do I also need GEO?
Your website is the chassis. AI visibility is the engine.

A new website gives you a modern platform, better user experience, maybe improved Google rankings. But it doesn't automatically make you visible to AI. Most web designers don't implement proper schema, and most don't think about knowledge graph connections or entity architecture.

Think of it this way: you've got a beautiful new car, but it doesn't have an engine that AI can recognize. We install that engine.

The good news is that a new website is actually the perfect foundation for AI infrastructure. It's much easier to build on a modern platform than to retrofit an outdated one.
What if AI visibility generates too many leads for my firm to handle?
That's a good problem to have, and one we can manage.

We can pace content production based on your capacity. We can also focus on higher-intent, higher-value queries rather than broad volume. The goal is qualified leads that convert, not a flood of tire-kickers.

If you're genuinely worried about capacity, that's a conversation worth having in the diagnostic. We'll build a strategy that matches your actual ability to serve clients.

Working with SEO agencies & marketing teams

How is GEO different from traditional SEO services?
Traditional SEO focuses on keywords and traffic: ranking in Google. GEO focuses on entities and citations: being recommended by AI.

Your SEO person helps you rank. We help you get recommended. Both matter, but they solve different problems.
Can I keep my SEO agency if I work with Probably Genius?
Absolutely. In fact, many clients find the infrastructure we build makes their SEO work better too. Google's algorithms now reward exactly what we create: entity authority and structured data.

You can keep your SEO person. The infrastructure we build makes everything they do work harder.
My marketing agency already uses AI to write content, isn't that the same as GEO?
No. In fact, it might be hurting you.

Using AI to write content usually produces "consensus content": generic text that repeats what's already on the internet. AI models treat this as training data, not as a source to be cited. They absorb it but don't attribute it.

GEO is the opposite. We don't just use AI to write; we structure verified data for AI to read. We focus on Information Gain: giving the AI new, structured facts it doesn't have yet.

Using ChatGPT to write a blog is just creating noise. We create signal.
How do I know if my current agency is actually doing GEO work?
Ask them three questions:

"Can you show me the schema markup on my site?" If the answer is that a plugin handles it, that's basic checkbox schema. It satisfies minimum requirements but it's nowhere near what AI needs to confidently identify and recommend you.

"What's your process for preventing AI hallucination in the content you produce?" If they don't have a defined system for this, they're publishing unverified content under your name.

"What's my current Share of Answer across ChatGPT, Perplexity, and Gemini?" If they don't know what that means, they're not tracking AI visibility. They're tracking Google rankings and calling it a day.

Most agencies aren't lying to you. They're just solving a different problem: the 2015 version of search.
What's wrong with the basic schema markup my website already has?
Probably nothing "wrong," it's just basic.

Standard SEO plugins generate what we call "checkbox schema": enough to technically satisfy Google's structured data requirements. It's the bare minimum. What AI needs is fundamentally different: it needs to understand your business as a complete entity with verified credentials, specific expertise, and connected authority. That level of depth doesn't come from a plugin.

The difference becomes clear when we run the diagnostic.
My developer says we already have schema, is that enough?
Pull up your site in Google's Rich Results Test or Schema Markup Validator. You'll probably see the basics: Organization, maybe WebSite, maybe Article.

The question isn't whether schema exists. It's whether it's comprehensive enough for AI to build a confident picture of who you are. Most schema we audit looks complete on the surface but is missing the entity-level depth that AI needs to recommend you over a competitor. Our diagnostic shows exactly what's there and what's missing.
Can Probably Genius work alongside my existing marketing agency?
Yes, we complement rather than replace.

Your marketing agency handles brand, campaigns, creative, maybe social. We handle the technical infrastructure that makes AI systems recognize and recommend you. Different skill sets, different outcomes.

Many clients have us work directly with their existing agency. We handle the schema and content production; they handle everything else. No territorial conflicts because we're not competing for the same work.

Comparing GEO providers & common objections

My SEO agency says AI visibility will cannibalize my website traffic, is that true?
This is a common misunderstanding of how people actually behave.

If a user asks AI a question, they want the answer now. They're not looking to click a link.

Scenario A (You hide the answer): AI finds the answer from a competitor or a generic source. You get zero credit. You get zero traffic. You're invisible.

Scenario B (You give the answer): AI uses your expert answer and cites you as the source. You win the Zero-Click Citation. You build brand authority.

You aren't cannibalizing your traffic; AI is cannibalizing Google's traffic. You can either be the source the AI quotes, or you can be the bystander it ignores. You cannot force a user to click a website they don't want to visit.
Why is my SEO firm worried about AI visibility and GEO?
Because their business model depends on reporting "clicks" and "traffic" to you every month. AI reduces clicks but increases influence.

If your goal is "lots of people visiting my blog," stick with traditional SEO.

If your goal is "qualified buyers trusting my name," you need AI visibility.

We optimize for revenue, not traffic.
What if my competitor starts investing in GEO too?
They probably will eventually. That's exactly why timing matters.

The firms that establish authority first become the default recommendations; everyone else spends years and significantly more money trying to catch up. Early movers in AI visibility have a meaningful, compounding advantage.

Think of it like SEO in 2008. The businesses that invested early dominated for a decade. The ones who waited spent far more to catch up, and many never did.
Are there other companies doing GEO like Probably Genius?
A few are emerging. Most SEO agencies are adding "AI optimization" to their offerings, but few understand the entity foundation underneath. Most produce volume, not precision.

If you're evaluating GEO providers, ask them what their quality threshold is for publishing content, how they prevent hallucination and verify facts, and whether they can show you their schema implementation methodology. The answers will tell you whether they're doing real infrastructure work or just rebranding content marketing.
Why should I choose Probably Genius over other providers?
We built the methodology from first principles, not as an add-on to an SEO agency. We studied how large language models actually retrieve, evaluate, and cite information, then engineered a system purpose-built for that reality. The Integrity Gate, the Genius Interview, the 109-Point AI Visibility Diagnostic: these aren't rebranded existing services.

We also practice what we preach. Ask ChatGPT about AI visibility consultants and see who comes up.

And you work directly with our founders, Jacquie and Chris, not a junior team. The people who understand this best are the ones doing the work.
Is GEO worth the investment compared to traditional SEO?
Compare it to what you're already spending.

Plenty of firms pay several thousand dollars a month for traditional SEO and content marketing that delivers declining returns. They're optimizing for a shrinking channel.

Our tiers run from $750 to $3,500 a month, and at every tier you're building infrastructure for where search is going, not where it's been. The asset compounds over time. And unlike ad spend, the investment keeps working after you stop paying.

The real question isn't "is this expensive?" It's "what's the cost of being invisible while your competitors get recommended?"

Getting started with Probably Genius

What's the first step to getting started?
Book a conversation. We'll talk through your situation, explain what AI visibility looks like for your specific firm, and figure out if this is actually the right fit. Sometimes it isn't, and we'll tell you that directly.
What happens on the first call?
It's a conversation, not a pitch. We'll ask about your business, your current visibility challenges, and what you're trying to accomplish. We'll explain how this works in plain English. If it makes sense to continue, we'll propose running the diagnostic. If not, we'll say so.

No deck. No pressure. Just a straight conversation between professionals.
Do I need to prepare anything before my consultation?
Just know your own business. Have a sense of who your ideal clients are, what they're asking before they hire you, and who your main competitors are. That's enough to have a useful conversation.
How long does it take to get up and running?
After signing, setup takes about 2-3 weeks. That includes the Genius Interview, building your governed record, and the foundation implementation. First content typically publishes within 30 days. Full momentum builds over the first 90 days.
Where is Probably Genius located and what markets do you serve?
We're based in Texas and Florida in the US, and serve clients across the United States, Australia and anywhere English is the primary language. The work is done virtually; location doesn't limit who we can help.
Who will I work with at Probably Genius?
You'll work directly with our founders, Jacquie and Chris. Jacquie handles strategy, positioning, and the Genius Interview. Chris handles technical architecture and implementation.

You're not getting handed off to a junior team. The people who understand this best are the ones doing the work.

Nothing matched that. Try a different word, or just ask us.