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 optimizes 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.

  • 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

8 AI citations in 60 days

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

AIO · Software Company

12 AI Overview features

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

AEO · SaaS Product

6 featured snippets

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

4.9
on Clutch
See our work

The problem

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?

Short answer

RaftLabs optimizes 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.

Key takeaways

  • RaftLabs covers AEO, AIO, and GEO so your brand appears as a cited source across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews.
  • Engagements start with an AI answer audit mapping which brands are currently cited in your category before any content work begins.
  • A content and entity strategy is built to earn measurable AI citations within 60 to 90 days.
  • One client earned 8 AI citations in Perplexity within 60 days from zero citations before the engagement.
  • A software company was featured in 12 Google AI Overviews within 90 days, with a 34% increase in organic click-through rate on those terms.
  • AEO restructuring of 18 pages produced 6 featured snippets driving measurable search traffic.

Trusted by

Vodafone logo
Aldi logo
Nike logo
Microsoft logo
Heineken logo
Cisco logo
Calorgas logo
Energia Rewards logo
GE logo
Bank of America logo
T-Mobile logo
Valero logo
Techstars logo
East Ventures logo
TuneClub logo

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 behavior 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 synthesized 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.

What we do

The full AEO, AIO, and GEO stack

  • 01

    AI Answer Audit

    Before building anything, we map what AI is currently saying about your category. We run your target queries through ChatGPT, Perplexity, Google AI Overviews, and Claude. We document which brands are cited, which questions are producing AI answers, what sources those answers draw from, and where the citation gaps are for your brand. You get a clear picture of the AI search landscape before we spend a day on content.

  • 02

    Entity Optimization

    AI language models do not just read pages, they build semantic associations between entities (brands, people, products, topics). For your brand to appear in AI-generated answers, the AI needs to have a clear, consistent understanding of what your brand does, who it serves, and what category it belongs to. We audit your current entity representation across Wikipedia (or Wikidata), Google's Knowledge Graph, your own structured data, and your third-party mentions: then build a structured program to strengthen the associations that are weak or missing.

  • 03

    AEO Content Architecture

    We map the questions your buyers are asking AI tools and restructure your content so each question has a clear, citable answer in your content library. This is not about writing FAQ sections at the bottom of a blog post, it is about building a content architecture where every important question in your category has a dedicated, authoritative answer page that is structured for AI extraction. Concise opening answers, supporting detail, schema markup, and clear authority signals on every page.

  • 04

    AI Overview Optimization (AIO)

    Google AI Overviews synthesize answers from multiple sources and cite the pages they use. Appearing in an AI Overview puts your brand above the first organic result. We audit which of your existing pages are appearing in AI Overviews and which target queries are generating Overviews without your content. We then optimize existing pages and build new answer-structured content to capture those positions. E-E-A-T signals, structured data, and content clarity are the primary levers.

  • 05

    Schema & Structured Data

    Machine-readable markup (FAQ schema, HowTo schema, Article schema, Product schema, Organization schema) signals to AI systems exactly what your content is about and validates the factual claims it contains. We audit your existing schema implementation, identify what is missing, and implement the structured data that makes your content easier for AI models to parse and cite accurately. Schema does not guarantee AI citations, but its absence makes accurate citation significantly less likely.

  • 06

    Topical Authority Building

    AI language models calibrate how much they trust a source based on the depth and breadth of that source's coverage of a topic. A brand that has published 3 blog posts about AI agents will not be cited as an authority on AI agents when another site has published 40 authoritative pieces that cross-reference each other, attract links, and cover every angle of the topic. We build the content depth (cluster content, supporting articles, comparison pages, definition pieces) that establishes the topical authority AI systems require before citing a source.

  • 07

    AI Citation Tracking

    What gets measured gets managed. We track your brand's AI citation rate across a fixed set of target queries, run monthly across ChatGPT, Perplexity, and Google AI Overviews. You see a citation rate per query set, which competitors are being cited instead, and the trend month-over-month. This runs alongside standard organic ranking reports so you have one view of both traditional and AI search performance.

Why AI visibility requires a different approach than SEO

Traditional SEO optimizes 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 synthesized 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 programs 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 program 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

  • 01
    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.

  • 02
    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.

  • 03
    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.

  • 04
    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.

AI Search Visibility - AEO, AIO & GEO, scoped in one call.

Tell us what's broken. Within one business day you get a straight take on cost, timeline, and the right first step. No deck, no pressure.

Stay on topic

More on growth marketing

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 optimizes a page to rank for a keyword, AEO optimizes 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 prioritizes on-page signals, backlinks, and click-through rates. GEO prioritizes 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 optimizing 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 synthesize 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 optimization 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.