Because every AI engine retrieves, ranks, cites, and recommends information differently — a brand cited consistently in ChatGPT may be completely absent from Perplexity, Gemini, or Claude. Every AEO Owl audit measures your visibility across all 8.
Customers use multiple AI systems to research, compare, and choose. Each engine uses different retrieval, ranking, citation, and source preferences — so your visibility can vary dramatically from one to the next.
AEO Owl shows you the full picture: which engines mention your brand, which competitors dominate responses, and where you're missing entirely.
The same measurement framework runs against every engine — so you can compare your visibility apples-to-apples and identify exactly where to fix what.
How visible your brand is across AI-generated answers, scored 1–10 with a 4-pillar diagnostic breakdown that shows you where the gap lives.
Every target question against every engine. See where you're cited, partial, or missing.
How frequently your brand appears in AI responses vs. every competitor in your category.
Same queries, side-by-side scoring against up to 5 competitors on every pillar.
Prioritized technical, content, and authority issues impacting AI discoverability.
A prioritized action plan covering immediate fixes, ongoing practices, and longer structural plays — each task tagged by impact.
The lineup of AI platforms where your brand discoverability is being decided right now — from massive consumer assistants to enterprise productivity tools to AI-native search.
The eight fall into three camps that pick what they cite differently: training-data engines (ChatGPT, Claude, Mistral, DeepSeek) recite trusted sources from their training corpus; retrieval engines (Perplexity, Google AI Overviews) fetch live web pages at answer time; and ecosystem & social engines (Gemini, Grok) lean on the Knowledge Graph and real-time social signals. Why this matters for AEO →
One of the most widely used AI assistants in the world. Consumers and businesses turn to ChatGPT for research, product discovery, recommendations, and decision-making.
Known for detailed, thoughtful, research-oriented responses. Heavily used by professionals, analysts, developers, and business users for nuanced long-form analysis.
Google's AI assistant, integrated across Google Search, Workspace, and the broader Google ecosystem — directly connected to traditional search workflows.
An AI-native answer engine focused on research and citation-driven responses. Strong source attribution makes Perplexity the cleanest signal of where your brand is being referenced.
Integrated into the X platform with conversational AI responses informed by real-time information and social context — a unique signal for trend-driven categories.
AI-generated summaries that appear directly inside Google Search results — increasingly the first thing users see when searching for products, services, or comparisons.
Mistral's Le Chat is the leading European AI assistant — built in France with strong multilingual capabilities and rapidly growing adoption across EU markets. Critical for any brand serving European users.
An emerging AI model and assistant gaining traction for reasoning, technical tasks, and AI experimentation — important to monitor as adoption accelerates globally.
A brand that looks dominant on one platform can be completely absent on another. Auditing only ChatGPT — or only Perplexity — gives you a false picture. AEO Owl audits every engine in parallel so you see the truth.
AI-generated answers are becoming the new discovery layer for the internet. The brands that measure across every engine will own their category in AI search.
Run a complete AI visibility audit across all 8 engines. Discover where you're cited, where competitors dominate, and exactly what to fix to close the gap.
One audit · On demand · Monthly tracking optional
