AEO, GEO & AI Search Visibility Services

The brands AI cites aren't there by accident.

Page one of Google is no longer the finish line. When someone asks ChatGPT, Perplexity, or Google a question in your category, the AI generates an answer — and cites sources. The brands that appear in those citations are not lucky. They built content structured for AI systems to read, parse, and trust.
RaftLabs optimises your content and online presence for AEO, AIO, and GEO — so your brand becomes the source AI tools cite when buyers ask the questions you should be answering.

See our work
  • AEO (Answer Engine Optimization) — structure your content as the direct answer to questions buyers are already asking AI.

  • AIO (AI Overview Optimization) — appear in Google's AI-generated summaries above traditional search results.

  • GEO (Generative Engine Optimization) — get cited by ChatGPT, Perplexity, Claude, and Gemini as the authoritative source in your category.

  • Entity optimization and topical authority built to the depth that AI models require before they cite a brand.

Recent outcomes

GEO · B2B SaaS

Brand cited in Perplexity answers for 8 target queries within 60 days of content rollout. Zero citations before the engagement started.

8 AI citations in 60 days

AIO · Software Company

Featured in Google AI Overviews for 12 target keywords within 90 days. Organic click-through rate on those terms increased 34%.

12 AI Overview features

AEO · SaaS Product

FAQ and answer content restructured across 18 pages. 6 pages now appear as direct answers in search results, driving featured snippet traffic.

6 featured snippets
4.9 / 5 on ClutchSee all work

Recognition

Sound familiar?

  • Ranking on page one but losing clicks because users ask AI instead of scrolling results?

  • Competitors appearing in ChatGPT and Perplexity answers while your brand isn't mentioned?

  • Publishing content regularly but none of it gets cited when someone asks an AI about your category?

In short

RaftLabs optimises content and online presence for AI search visibility — covering AEO (Answer Engine Optimization), AIO (AI Overview Optimization), and GEO (Generative Engine Optimization). The goal is to appear as the cited source when AI tools like ChatGPT, Perplexity, Claude, and Gemini answer questions in your product category. Engagements start with an AI answer audit of your category, followed by a content and entity strategy built to earn citations within 60 to 90 days.

Trusted by

Vodafone
Nike
Microsoft
Cisco
T-Mobile
Aldi
Heineken
GE

AI visibility, by the numbers

average time to first measurable AI citation from a standing start
60 days
average increase in featured snippet appearances after AEO restructure
3x
rated by clients on Clutch
4.9/5
years building content authority for software companies
9+

AI is replacing the search results page, and most brands aren't in the answer

Search behaviour is shifting faster than most marketing teams have adjusted to. Google's own data shows AI Overview appearances on hundreds of millions of queries. ChatGPT has over 100 million weekly active users. Perplexity is growing 10x year-over-year. For a growing proportion of informational and commercial queries, users are not clicking through to your site, they are asking an AI, getting a synthesised answer, and acting on it.

The brands that appear in those AI answers are not appearing by chance. They built content that is structured to be read, parsed, and cited by language models. They established topical authority deep enough for AI systems to classify them as a reliable source. They are present on the third-party platforms AI models retrieve from.

The brands that are absent have good content. They just built it for 2019 search, not 2026 AI.

Why AI visibility requires a different approach than SEO

Traditional SEO optimises for a ranking algorithm that scores pages and produces a ranked list. You rank. Users click. You measure traffic.

AI visibility works differently. Language models do not produce ranked lists. They generate synthesised answers. To influence what those answers say, you need to influence how the model understands your brand, content, and authority in the space. Three things must work together: content depth, entity clarity, and structural signals. Content depth means enough authoritative material for the model to draw from. Entity clarity is a consistent identity the model can correctly associate with your category. Structural signals are content formatted so the model can extract specific claims and attribute them to you.

Most SEO programmes build some of this incidentally. None of them build it intentionally. That gap is what AEO, AIO, and GEO strategy closes.

How we work

From AI audit to measurable citations

  1. Week 1
    01

    AI Answer Audit

    We map the AI landscape in your category. What questions are generating AI answers? Who is being cited? Where does your brand currently appear, and where is it absent? You leave week one with a citation gap analysis and a list of the highest-priority targets.

  2. Weeks 2–3
    02

    Strategy & Architecture

    We design the content architecture, entity optimization plan, and schema implementation roadmap. Every target question gets mapped to a content piece: existing, to be restructured, or to be created. Priority order is set by citation gap size and query volume.

  3. Week 4 onward
    03

    Implementation

    Content is restructured or created. Schema is implemented. Entity signals are built: third-party mentions, knowledge graph entries, authoritative backlinks. The programme runs as an ongoing monthly output, not a one-time project.

  4. Month 2 onward
    04

    Track & Iterate

    Monthly AI citation tracking across target queries. Organic ranking reports run in parallel. Where citations are appearing, we expand coverage. Where they are absent, we diagnose and adjust. The gap between your brand and the currently-cited competitors closes with each cycle.

Why us

Why software companies work with RaftLabs on AI visibility

  1. We built AEO and GEO into our own site first

    The AI visibility strategy we run for clients is the same strategy we run on RaftLabs.co. We did not read about it and package it as a service. We tested it, measured it, and refined it on our own domain before we offered it to anyone else. You are not a beta test.

  2. Content built for both search and AI simultaneously

    AEO, AIO, and GEO do not require different content from SEO, they require the same content structured correctly. We build every piece to perform in traditional search rankings and AI-generated answers at the same time. No separate content budget for AI visibility; the same output earns both.

  3. Tied to the product build when possible

    For clients building products with RaftLabs, AI visibility work starts during the build phase. The entity associations, topical authority, and content foundation that take months to build are already underway by launch day. You arrive at launch already appearing in AI answers, not starting the process after the fact.

  4. Honest reporting, not vanity metrics

    We track AI citation rates on specific queries, not vague "AI presence" scores from tools that measure proxies rather than actual citations. You see the queries, the answers, and whether your brand appears: every month, without interpretation.

What is AI saying about your category right now?

We will run your top 10 target queries through ChatGPT, Perplexity, and Google AI Overviews and show you exactly who is being cited, and what it would take for that to be you.

Frequently asked questions

AEO is the practice of structuring your content so it appears as the direct answer to a question — either as a featured snippet in traditional search results, or as the cited source in an AI-generated response. Where standard SEO optimises a page to rank for a keyword, AEO optimises a piece of content to directly answer a specific question a user is likely to ask. This involves writing concise, definitive answers at the top of a page, using clear heading structures, adding schema markup that signals the content is a Q&A or definition, and building the topical authority that signals to both search engines and AI models that your source is trustworthy. As more search activity moves to AI-powered tools, content that is not structured for direct answers is structurally invisible to the fastest-growing discovery channel on the internet.

Traditional SEO is about ranking your pages in a list of search results so users can click through to your site. GEO is about influencing what AI language models say when they generate answers to questions — getting your brand, product, or content cited as a source in the response itself. The mechanisms are different. SEO prioritises on-page signals, backlinks, and click-through rates. GEO prioritises the depth and breadth of your topical coverage (so AI models classify you as an authority in the space), the structure of your content (so AI can extract and cite specific claims), the entity associations your brand has built (what AI systems understand about what your company does and who it serves), and your presence on the third-party sources AI models are trained on or retrieve from (news sites, Wikipedia, review platforms, academic citations). You need both. SEO still drives meaningful traffic. GEO captures the users who never click — they just ask and act on the AI's answer.

AIO refers to the specific practice of optimising content to appear in Google's AI Overviews — the AI-generated summaries that Google now shows above traditional search results for many queries. These overviews synthesise information from multiple sources and cite the pages they draw from. Appearing in an AI Overview puts your brand in front of users who may never scroll down to the organic results. The content signals that correlate with AI Overview appearances include strong topical authority across a cluster of related content, clear factual statements with supporting evidence, structured content that is easy for AI systems to parse, and high E-E-A-T signals (experience, expertise, authoritativeness, and trustworthiness). AIO optimisation overlaps significantly with AEO and GEO — well-structured, authoritative content built for AI citation tends to perform across all three surfaces simultaneously.

For content that is already indexed and has some existing authority, structural AEO improvements (restructuring existing pages as direct answers, adding schema, improving heading clarity) can produce featured snippet appearances within 4 to 8 weeks. GEO results — getting cited by external AI tools like ChatGPT or Perplexity — take longer because those models update their training data and retrieval indexes on different schedules. In our experience, a consistent content and entity strategy produces measurable AI citation increases within 60 to 90 days for a site with an existing footprint. For a new domain or a site with very low authority, the timeline extends to 4 to 6 months because topical authority has to be built from scratch before AI models consider the source credible enough to cite.

No. Any service that guarantees specific AI citations is making a promise they cannot keep — the citation decisions are made by the AI systems themselves, and no third party controls them. What we can do is systematically build every signal that correlates with AI citations — topical authority depth, structured content, entity recognition, third-party mentions, and authoritative backlinks — and track whether those signals are producing citation activity over time. We show you what AI tools are currently saying about your category, who is being cited and why, what your brand's current citation status is, and what gap needs to close. The work is methodical and measurable. The outcome is probabilistic, not guaranteed — and anyone who tells you otherwise is selling something.

We track AI citation visibility across a standard set of measurement approaches. For Perplexity, we run regular queries on target questions in your category and record whether your brand appears in the generated answer or the cited sources. For ChatGPT (GPT-4 and newer models), we run the same query set and check for brand mentions and source citations. For Google AI Overviews, we track which of your pages appear in AI Overview citations on target queries using standard search visibility tools. We also track indirect signals — featured snippet acquisition, third-party mentions on authoritative sources, entity knowledge panel development, and topical authority scores. These are reported weekly alongside organic search rankings so you have a complete picture of how your brand is performing across both traditional and AI search surfaces.

Work with us

Tell us what you need. We'll tell you what it would take.

We scope AI Search Visibility — AEO, AIO & GEO in 30 minutes. You walk away with a clear cost, timeline, and approach. No commitment required.

  • Scope and cost agreed before work starts. No surprises. No obligation.
  • Working prototype within 3 weeks of kickoff.
  • Pay by milestone. You see progress before each invoice.
  • 60-day post-launch warranty. Bug fixes, UI tweaks, and deployment support. No retainer.
  • All conversations are NDA-protected.

What is AEO (Answer Engine Optimization)?

Answer Engine Optimization (AEO) is the practice of structuring content so AI systems can extract and cite it as the direct answer to user queries. When someone asks ChatGPT, Perplexity, or Google a question, AEO-optimized content is formatted to appear as the cited source in the generated response. AEO involves concise opening answers (50 to 100 words), clear heading hierarchies that match question phrasing, FAQ schema markup, and factual claims with specific numbers and sources.

What is GEO (Generative Engine Optimization)?

Generative Engine Optimization (GEO) is the practice of building the topical authority and entity recognition signals that AI language models use to decide which brands to cite in generated answers. A Princeton University study (KDD 2024, n=10,000 queries across Perplexity.ai) found that adding statistics with cited sources increases AI visibility by up to 40%, and adding expert quotations increases it by up to 30%. GEO requires content depth across a topic cluster, entity recognition on third-party platforms, and structured data AI models can extract and attribute accurately.

What is AIO (AI Overview Optimization)?

AI Overview Optimization (AIO) is the practice of earning placement in Google's AI-generated summaries, which appear above traditional search results for approximately 45% of queries. AIO-optimized content demonstrates strong E-E-A-T signals (Experience, Expertise, Authoritativeness, Trustworthiness), includes specific factual claims with sources, uses heading structures AI can parse, and carries FAQ schema markup. Pages appearing in AI Overviews can receive significant visibility even if they rank outside the top three organic positions.

How long does it take to appear in AI-generated answers?

For content with existing domain authority, structural AEO improvements can produce featured snippet appearances within 4 to 8 weeks. Getting cited by external AI tools like ChatGPT or Perplexity typically takes 60 to 90 days for a site with an existing content footprint. For a new domain or low-authority site, building the topical authority required for AI citation takes 4 to 6 months of consistent content production and link building.