Be the company AI recommends.
Right now, someone is asking ChatGPT about your industry.
If your brand isn't the answer they receive, your competitor wins.
51%
of B2B buyers now start their research in an AI chatbot, more than Google (G2, 2026)
4.4×
higher conversion rate from AI-referred visitors vs standard organic traffic (HubSpot, 2026)
58%
of users use AI instead of traditional search for discovery (Capgemini, 2025)
40%
higher content visibility with GEO optimization (Princeton University)
What Good SEO Already Earned
in AI Answers
A Philippine SMS Platform Is Cited First of 98 Brands in AI Answers
Named in all eight unbranded buyer questions we tested, then all eight again eight days later. AI-referred visitors sign up at 26.30% against 6.85% from organic search. None of it came from an AI campaign, it came from four years of SEO.
SolarNRG Ranks First of 92 Domains Cited in AI Answers
The same SEO programme behind their 786% annual traffic surge now makes them the most-cited solar installer in the Philippines, with 18 citations against 16 for the next. AI-referred visitors request a quote at 4.27% against 1.45% from organic search.
A Recruitment Firm Is Cited Most of 217 Brands, Ahead of the Global Names
67 citations against 50 for the next brand, in a field that includes global executive search firms with budgets it cannot match. Named in all twelve buyer questions tested, and AI referrals enquire at 2.24% against 0.34% from organic search.
AI Visibility:
The Shift That's Already Happening
The way buyers find vendors has changed faster than most marketing teams have had time to adapt. In 2025, fewer than a third of B2B buyers started their research in AI tools.
By early 2026, that figure passed 51%. The customer journey now begins with a question typed into ChatGPT and not a Google search.
What that means for your business: if you’re not showing up in AI-generated answers, you’re not on the shortlist. Your competitors who are cited by ChatGPT get the call. You don’t.
— Jarred Smith, 2026
Spiralytics has been at the intersection of content, authority, and search since our founding. We’ve extended that expertise into Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) which are the disciplines that determine whether your brand shows up in AI answers.
We put that to the test. Our study of 1,146 buyer questions across ChatGPT, Gemini, and Perplexity shows how Philippine brands actually surface in AI answers, and what earns a citation.
Welcome to the
Zero-Click World
Here’s something your analytics dashboard isn’t showing you: a significant portion of your potential customers are already finding answers and forming shortlists without ever clicking a single link.
Zero-click searches happen when AI tools like ChatGPT, Claude, Perplexity, and Google AI Overviews deliver a complete answer directly in the interface. The user asks a question. The AI names brands it trusts. The user moves forward, often times never visiting a website at all.
Traditional SEO fights for the click. AEO builds the authority that makes AI choose your brand as the answer.
The strategic implication is significant: your brand can be mentioned, recommended, and influential in a buying decision without the buyer ever landing on your website. That requires a different strategy.
SEO vs. AEO:
A Direct Comparison
Traditional SEO
Fights for the click
User clicks a link to find the answer
Traffic depends on ranking position 1–3
Measured by clicks, impressions, rankings
Optimized for crawlers and keyword signals
Does not extend to ChatGPT or Perplexity
AEO/AI Visibility
Becomes the answer
User gets the answer and your brand name directly
Brand mentioned even when the user never clicks
Measured by mentions, citations, sentiment, share of AI voice
Optimized for entity clarity and answer-first formatting
Covers ChatGPT, Gemini, Perplexity, Grok, DeepSeek, Copilot, Alexa, Siri
Both disciplines matter. SEO builds the authority and technical foundation that AI systems rely on. AEO ensures that the same authority translates into visible AI citations.
Together, they create a search presence that works across both traditional rankings and
the growing universe of AI-generated answers.
AI Visibility Campaigns Fail
for the Following Reasons:
Reason #1
Brands apply traditional SEO tactics and wonder why they're invisible in ChatGPT
Good SEO is not automatically good GEO. The signals that drive Google rankings such as keywords, backlinks, meta tags are different from the signals that cause AI tools to cite your brand.
Many agencies are selling the same work under a new name. The data doesn't support it.
Reason #2
Content is written for Google crawlers, not for AI extraction and citation
AI tools cite content that is structured, specific, direct, and answer-first. Vague, SEO-padded writing gets passed over.
Content needs to open with the answer — clearly stated — before elaborating with supporting detail. This is a structural shift, not just a tone adjustment.
Reason #3
There's no system to monitor or measure AI mentions, citations, or share of voice
If you're not tracking which prompts return your brand, whether citations link back to your content, and how your sentiment compares to competitors, you're flying blind.
Measurement is the foundation of improvement — and most businesses have zero visibility into how AI tools currently represent them.
Reason #4
The third-party authority signals AI tools trust are being ignored
ChatGPT and Perplexity weight sources they trust most: Reddit, Wikipedia, Trustpilot, G2, industry publications, earned PR.
Brands with no presence in these channels simply don't get cited, regardless of how good their website content is. AI builds its picture of your brand from across the whole web.
Reason #5
Landing pages don't clearly communicate what the brand does — so AI misrepresents it
If your positioning is vague, AI tools either skip you or describe you incorrectly. Being able to say exactly what you do in one sentence is foundational.
Without it, even a well-optimized brand can be misquoted or omitted from shortlists it should own.
Reason #6
No one is tracking the actual prompts your customers are typing into ChatGPT
AI visibility is prompt-driven. You need to know which conversational questions your ideal customers are asking inside ChatGPT, Claude, Perplexity, and Gemini and build a strategy around those specific queries. These are not keyword lists.
They are full, natural-language questions that require a different research approach.
AI Visibility is a new discipline.
Hire a team who understands it and can prove it.
Choosing the Right AI Visibility Approach for Your Business
Your customers are doing research in ChatGPT before they contact you, before they visit your website, and before they ask for a demo. If your brand isn't part of the answer they receive, a competitor's is.
Paid search ads can supplement the journey but they can't buy a citation in an AI-generated recommendation (although it’s coming soon!). AI Visibility is earned, not purchased. And the window to establish it early is narrowing.
Is your company stuck in any of these situations?
B2B Lead Generation
It can feel like a 'needle in a haystack' situation: your product is exceptional, your sales team is strong, but the leads arriving at the top of funnel have already formed opinions shaped by AI tools that didn't mention you.
Your ideal customers are asking ChatGPT: 'What are the best [your category] platforms for [use case]?' If your brand isn't returned, you're not in the consideration set before the conversation even starts.
B2C Lead Generation
You're investing in Google Ads and SEO, but a growing portion of your potential customers never reached a search results page. They got their recommendation from a chatbot in a zero-click interaction that left no trace in your analytics.
B2C discovery is shifting upstream. AI tools are becoming the first stop for product research, service comparisons, and purchase decisions. Visibility at that stage shapes buying intent before the customer ever clicks a link.
eCommerce or SaaS
Category-level prompts in ChatGPT such as 'best email marketing software', 'top HR platforms in Southeast Asia', 'who are the most reliable [niche] vendors' and might return your competitors as recommended options. Your name doesn't appear.
In crowded categories, AI tools default to the brands they've seen cited most frequently across trusted sources. Early movers in AI visibility are pulling ahead. This gap compounds over time the same way Google first-page rankings compounded in the 2010s.
What's Included in Every
Spiralytics AI Visibility Engagement
Every engagement includes a defined set of deliverables. No scope fog. No mystery retainers.
AEO Readiness Assessment
Full evaluation of your content structure, schema coverage, entity clarity, and AI-surface visibility with a prioritized improvement roadmap.
Prompt Research & Topic Map
Identification of the conversational questions your audiences ask across ChatGPT, Perplexity, Gemini, and other AI tools mapped to your services and organized into semantic clusters.
Answer-First Content Optimization
Restructuring of priority pages to lead with direct, concise answers that match how AI systems surface information to users.
Schema & Structured Data
Implementation of FAQ, HowTo, Organization, Service, and Product schema to improve machine understanding across all AI surfaces.
Entity & Third-Party Presence
Audit and optimization of your brand's footprint across the platforms AI tools trust: directories, review sites, forums, and earned media.
Author Byline Strategy
Guidance on attributing content to named individuals vs company accounts which is a measurable driver of AI citation rates.
Personal AEO (optional)
Optimization of individual thought leaders' or executives' entity presence across AI tools for brands where people are part of the product.
AI Monitoring Dashboard
Cross-platform tracking of mentions, citations, sentiment, and Share of AI Voice including LLM crawler activity on your site.
Monthly Reporting & Roadmap
Clear progress narrative with trend data, competitive benchmarks, and the next 30 days of priority actions.
Three Principles That Earn AI Citations
Be Bold with Your Expertise.
Show up with meaningful, in-depth content that demonstrates genuine authority on a specific topic. Topical depth and not just topical breadth earns AI trust.
Be Smart with Structure.
Help AI engines quickly find, parse, and organise your content using answer-first formatting, schema markup, and semantic topic architecture.
Be Real. Be Human.
Write in natural, conversational language. Content that reads like a human expert and not a keyword-optimized article is what both LLMs and human visitors trust and share.
Content cited by AI assistants is on average 25.7% fresher than content in traditional Google results.
— Ahrefs Research, 2025
See the Problem for Yourself,
Right Now
Don't take our word for it.
Open ChatGPT or any AI tool and type in the prompt below. See which agencies appear in the answer. Now ask yourself: where is your business?
TRY IT YOURSELF
Open ChatGPT right now and type:
"Who are the top digital marketing agencies in the Philippines?"
Does your agency appear? If not, that's the problem. That's what we fix.
The brands that appear in that answer didn't get there by accident.
They got there through a deliberate strategy: structured content, entity authority, third-party signals, llms.txt, and consistent brand representation across the sources AI tools trust.
That's exactly what we build.
FAQs
SEO focuses on ranking your website in Google search results: optimizing for keywords, backlinks, and technical signals so people click through to your site.
AI Visibility (also called GEO, Generative Engine Optimization, AEO, or Answer Engine Optimization) focuses on getting your brand cited, mentioned, and recommended inside the answers generated by AI tools like ChatGPT, Claude, Perplexity, and Gemini.
The two disciplines are related but not identical: good SEO helps AI visibility, but it doesn't guarantee it. They require different content structures, different authority signals, and different measurement frameworks.
AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) refer to the same practice: optimizing your content so it appears in AI-generated answers across platforms like ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot.
Some organizations prefer 'GEO' to emphasize optimization for generative models specifically. At Spiralytics, we use both terms interchangeably.
A zero-click search happens when a user finds the answer to their question without clicking on any link. This is because an AI tool or search engine delivers the answer directly in the interface. Zero-click experiences are rapidly becoming the norm: Google AI Overviews trigger on 48% of queries, and users click traditional results only 8% of the time when a summary is present.
For your business, this means your brand can influence a buying decision without the buyer ever visiting your website – but only if you appear in the AI answer. If you don't, you're invisible at the exact moment the decision is being made.
Our monitoring and optimization covers all major AI platforms: ChatGPT (OpenAI), Perplexity AI, Google Gemini, Google AI Overviews (AI Mode), Microsoft Copilot, Grok (xAI), DeepSeek, and voice assistants including Siri and Alexa. As new AI platforms gain traction, we add them to our monitoring stack. We'll always tell you which platforms are most relevant for your specific industry and buyer profile.
On an established site with solid SEO foundations, early shifts in AI answer-slot visibility can appear within 4–8 weeks after content restructuring. More consistent inclusion across multiple AI engines and prompt clusters typically takes 3–6 months.
Sustained AI referral traffic with measurable funnel impact generally emerges at the 3–6 month mark. We set clear milestones and report against them monthly.
We track four core AI visibility metrics: (1) Mentions – how frequently your brand appears in AI-generated responses for your tracked prompt clusters; (2) Citations – whether those responses link back to your content; (3) Sentiment – whether the context around your brand is positive, neutral, or negative; (4) Share of AI Voice – how often your brand appears relative to your top competitors.
A healthy SEO foundation is helpful – but it's not a prerequisite. Brands with strong websites but low AI visibility benefit from AEO work immediately. Brands with weaker SEO foundations may benefit from a combined program, where we build authority that improves both Google rankings and AI citation rates simultaneously.
We'll assess your current situation in the Readiness Assessment and recommend the right approach.
Yes. Voice assistants like Siri and Alexa still rely on structured, concise, authoritative information to form their spoken responses.
The clarity, schema, and entity signals we optimize for AI tools like ChatGPT also improve performance in voice search. We include voice assistant visibility in our monitoring dashboard.
Not replacing but supplementing and reshaping. Google still processes billions of queries per day and isn't going away. But the proportion of research-stage queries that begin in AI tools is rising sharply: from 29% of B2B buyers in April 2025 to 51% by March 2026 (G2).
AI tools are increasingly where decisions begin during awareness and consideration-stage intent – the moments when buyers form shortlists. Being absent from that moment is a real competitive disadvantage.
Pricing depends on scope: your current AI visibility baseline, the competitiveness of your category, the volume of content that needs to be restructured or created, and the breadth of third-party authority building required.
We scope every engagement after the initial AEO Readiness Assessment and provide a clear proposal with defined deliverables and milestones. Get in touch and we'll tell you exactly what makes sense for your business.
Any business where customers research vendors, compare options, or seek recommendations before purchasing. In practice: B2B service businesses, SaaS companies, agencies, professional services firms, eCommerce brands in considered-purchase categories, and individuals building thought leadership.
We also run Personal AEO for founders and executives whose names are as important to their brand as the company itself.
We're not rebranding our existing SEO service and calling it GEO. We've built a distinct process – with a formal AEO Readiness Assessment, dedicated prompt research, answer-first content architecture, entity building, third-party authority development, author byline strategy, and cross-platform monitoring.
We work across global markets and we measure everything. Accountability is the only reason to hire an agency.
No. And you should be careful with any agency that says otherwise.
Nobody controls these models. AI answers shift with how a question is phrased, the user's location and history, which model version is running, and what the system retrieved in that moment. The same prompt asked twice can name different brands. A guaranteed placement is not a thing anyone can sell you.
What we do commit to is specific. We measure your baseline before any work begins, agree the prompt clusters that actually matter to your buyers, and report against them every month: mentions, citations, sentiment, and Share of AI Voice. You see the same numbers we see.
We also commit to the levers that are genuinely within our control and that demonstrably move inclusion: entity clarity, answer-first content structure, schema coverage, and presence on the third-party sources these models draw from. On an established site, early movement in AI answer slots typically appears within 4 to 8 weeks, with more consistent inclusion across engines at 3 to 6 months.
Put plainly: we guarantee the work and the measurement, not a sentence inside someone else's model.
A dashboard tells you that you are missing from AI answers. It does not change the answer.
Monitoring is part of what we do and you get it: cross-platform tracking of mentions, citations, sentiment, and Share of AI Voice. But tracking is the instrument, not the work. What changes an answer is restructuring content so AI systems can extract it, making your entity unambiguous so you get described correctly, earning presence on the third-party sources these models actually cite, and attributing content to named experts.
Here is a fair test. If you already have a team with the capacity and the AEO experience to act on visibility data, a monitoring tool may be all you need, and we will say so. Most teams we talk to have no shortage of data and no bandwidth to act on it. That is where progress stalls.
For us, monitoring is how we prove the work landed. It is not the product.
Not as a straight swap, and that is not us protecting an SEO retainer.
AI engines are largely grounded in the same web your SEO work strengthens. They retrieve and cite real pages, they depend on crawlability and site health, and they weight sources that carry genuine authority. Cutting SEO to fund AEO usually erodes the foundation your AI visibility is standing on. The two compound rather than trade off.
Where budget usually comes from instead is the work that only paid off in a high-click world: content produced for volume rather than depth, and spend chasing queries your buyers now settle inside an AI tool before they ever reach a results page. In most engagements the first phase is restructuring content you already own rather than commissioning more of it, so the early cost is lower than people expect.
If your category has genuinely moved upstream into AI tools, changing the mix can be the right call. That should follow your own baseline data though, not a trend. The Readiness Assessment is where we find out.
Here to Learn?
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