AEO & GEO Optimization
Ensure your brand is discovered, trusted, and recommended by ChatGPT, Gemini, Claude, and the next generation of AI-powered search engines.
The Way People Find Answers Has Changed
Search worked the same way for decades: a list of links, a click, a page. Then AI answer engines showed up. ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok now answer questions directly. No blue links. No click required. Just an answer.
The brands that show up in those answers, mentioned by name and recommended as solutions, are capturing visibility that doesn't appear in any dashboard you're currently watching. The brands that don't show up aren't losing ground slowly. They're just absent.
This isn't a trend to get ahead of. It's already happening.
Why AEO & GEO Matters
What Is AEO & GEO and Why Does It Matter?
Brands are no longer competing for blue links on Google alone. Visibility now means being consistently mentioned by AI models in response to user queries.
Not SEO. Something Different.
AEO (Answer Engine Optimization) is the practice of making sure your brand shows up accurately and with authority when AI systems answer questions in your space. GEO (Generative Engine Optimization) extends that to AI-generated recommendations, comparisons, and summaries across every platform.
Together, they fill a gap that most brands don't realize they have. Traditional SEO gets you into a list of ten links. AEO & GEO get you into the answer that replaced the list.
The mechanics are different from anything you've optimized for before. AI answer engines don't rank pages. They build entity associations, synthesize sources, and generate responses based on patterns of authority across the web. Getting into those responses isn't about keywords. It's about how well AI systems understand who you are and what you're credible for.
Taken together, SEO, GEO, and AEO form what Arcalea calls the Architecture of Authority, the three-layer model for building brand presence across human, AI, and agent-based interactions. Each layer has a distinct target, a distinct currency, and a distinct set of levers.
| SEO | GEO | AEO | |
|---|---|---|---|
| Who it targets | Human searcher | LLM / AI engine | AI agent & answer engine |
| Primary goal | A visit (traffic) | A citation (authority) | A recommendation (revenue) |
| What drives it | Keywords & backlinks | Information density & structure | Entity associations & topical authority |
| Where it appears | Google blue links & SERPs | AI summaries, AI Overviews, citations | Chatbot answers, agent responses, recommendations |
| How it's measured | Rank, traffic, CTR | Citation frequency, AI share of voice | AEO Score (5-metric composite) |
| Time to impact | Weeks to months | Months | 60–90 days |
How Does Arcalea Measure Your Brand AI Visibility?
Success in SEO isn’t just about ranking,it’s about finding inefficiencies, optimizing unseen opportunities, and maximizing impact. Compass AI analyzes deep data patterns, quantifies competitive positioning, and builds a smarter, predictive strategy that ensures sustained organic growth and long-term dominance.
Five metrics. One composite score. Complete clarity on where you stand.
How We Measure AI Visibility
Most agencies track AI mentions. That's a start, but it's not enough. A mention buried in paragraph four isn't the same as the first brand name in a direct recommendation. Volume tells you almost nothing on its own. Arcalea's framework tracks five distinct dimensions of AI visibility, each weighted by how much it actually shapes decisions. Arcalea quantifies this with the AEO Score, a composite metric that combines those five weighted dimensions into a single, statistically validated number. An AEO Score reflects how discoverable, trusted, and recommended your brand is across all major AI platforms right now, and how that position changes over time.
How often your brand shows up across AI responses to queries in your category. EMF tracks raw presence: whether AI engines reliably put your brand in the conversation. High EMF with weak scores in other areas means you're in the room. You're just not leading it.
Your brand's mentions as a share of all brand mentions across AI responses in your competitive set. Of all the AI conversations happening in your space, how much of it is about you versus your competitors? That's the question AI-SOV answers.
Where your brand appears in the response matters. The first brand mentioned carries more recall and perceived authority than anything that follows. Position Power scores how often you're mentioned first, how prominently you appear in comparisons, and whether you're the one closing the recommendation.
How evenly your visibility spreads across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok. Strong on one platform but weak on others means your visibility is fragile. One shift in platform market share, and it erodes without warning.
When someone explicitly asks an AI engine for a recommendation, how often do you appear? Recommendation Rate separates high-intent moments from general mentions. It's the number most directly tied to revenue.
Your brand's AI footprint spans every major engine, and new ones keep emerging. We track all of them.
Every Platform. One Score.
Not all AI engines work the same way. Each has its own source preferences, citation patterns, and user demographics. A brand can be well-represented on one platform and nearly invisible on another. As the landscape expands to include Copilot, Grok, and platforms not yet launched, tracking just a handful means you're already behind.
The highest-volume AI assistant out there, deeply integrated across Microsoft's product suite. ChatGPT pulls from training data with growing real-time capability. It's where most AI-assisted research starts.
Perplexity synthesizes the web in real time and explicitly cites its sources. Getting cited here sends actual traffic, not just impressions. Users tend to be highly engaged and close to making a decision.
Google's AI layer built into search results. Gemini visibility tracks with organic authority, but not perfectly. Brands with strong SEO sometimes underperform in Gemini's AI responses. Where those two diverge is usually where the opportunity is.
Growing fast across enterprise and professional use cases. Claude's responses tend to be more nuanced and draw from a wider range of sources. It rewards actual subject-matter depth, which makes it especially valuable for B2B and specialized services.
Deeply embedded in Microsoft 365, Windows, and Bing, Copilot reaches enterprise users at the point of work. Visibility here influences decisions made inside Teams, Word, and Edge, where high-value B2B buyers spend their day.
Integrated into X with real-time web access and a growing user base, Grok surfaces brand mentions in social and news contexts. Its reach into culture and current events makes it increasingly relevant for brand awareness tracking.
Measurement That Holds Up to Scrutiny
Arcalea's AEO & GEO methodology is built on a five-module pipeline developed and validated on real client engagements. Keyword universe construction begins with 72+ seed terms and expands to 1,000+ qualified keywords covering over 1.3 million monthly searches, without anchoring to a client's existing rankings (which would introduce survivorship bias). AI citation analysis runs 256+ structured prompts across ChatGPT, Perplexity, Gemini, and Claude, recording which brands are mentioned, in what position, and whether citations link to owned or third-party content. Share-of-voice is calculated using a CTR-weighted model that accounts for position, not just mention frequency. The result is a repeatable, auditable process: not a black-box score.
Compass: Built to Track What Others Can't
Compass is Arcalea's proprietary AI visibility platform. It runs structured query sets across all major AI engines, applies the 5-metric framework, performs bootstrap validation, and produces AEO Scores that stay current as the AI landscape shifts.
What Compass tracks that standard tools don't:
- Platform-specific visibility breakdowns across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok
- Position Power analysis within response structure: not just whether you show up, but where
- Recommendation Rate, isolated from general informational mentions
- Competitor benchmarking across the same query sets and time periods
- Historical trending so you can connect score changes to specific work
Compass also powers Arcalea's published AEO Index research series: sector-specific studies ranking brands by AI visibility across hundreds of queries. When we publish that research, we're using the same infrastructure we use for client work. The methodology is in production, not just on paper.
How Does Arcalea's AEO & GEO Process Work?
Search is constantly evolving, and Arcalea evolves with it. From Google to Bing to the rise of AI answer engine search, we keep your business on the cutting edge with actionable insights and adaptable strategies.
Compass in Action
See how Compass drives measurable results for global brands.
Elevating Performance with Compass
Arcalea partnered with GSK to implement Compass, giving their team systematic visibility into industry performance. Compass surfaced high-performing themes across paid and organic channels, letting the team sharpen audience targeting and improve creative effectiveness even under industry-wide data constraints. Compass is now central to their marketing strategy, driving customer acquisition and measurable growth.
- 50M+ DATA POINTS EVALUATED
- 278% INCREASED ADDRESSABLE MARKET
AEO Index
See What an AEO Index Report Looks Like
Arcalea's AEO Index reports measure brand visibility across AI platforms, rank competitors by composite AEO Score, and show exactly what separates the brands the engines recommend from those they overlook. View a sample report to see the depth of analysis your team would get.