Built for the AI search era
Search has changed. AI-powered answer engines don't just rank pages — they read, understand, and cite them. AEO Crawler measures how ready your content is for this new reality.
Answer Engine Optimization, scored and actionable
AEO Crawler crawls your website and scores every page across nine key dimensions that determine how well your content performs in AI-powered search tools like ChatGPT, Perplexity, Google AI Overviews, and the next generation of answer engines.
Instead of guessing whether your content is AI-ready, you get a precise score for every page, a breakdown by category, and a prioritized list of improvements. Fix what matters most, track your progress, and stay ahead as AI search evolves.
Nine dimensions of AEO readiness
Every page is scored across these weighted dimensions. Together they form your overall AEO score — a single number that tells you how AI-ready your content is.
Direct Answer
Does the page directly and clearly answer the implied question? Content that leads with a concise, unambiguous answer is prioritized by AI engines selecting what to surface to users.
Citation Potential
How likely is an AI system to cite this page as a source? Factual density, authoritativeness, specificity, and clear attribution signals all increase citation potential.
Structured Data
Does the page use Schema.org markup — FAQ, HowTo, Article, Product, or other types? Structured data gives AI engines explicit, machine-readable signals about page content.
Entity Clarity
Are the key entities — people, organizations, places, products, and concepts — clearly defined and unambiguous? Clear entity signals help AI map your content to knowledge graphs.
Query Coverage
Does the page address the full breadth of query intents? Comprehensive topic coverage ensures AI engines find answers to related questions without needing additional sources.
Semantic Coverage
Does the content demonstrate genuine topic depth and expertise? Semantic richness signals to AI engines that your page is a thorough, authoritative resource on the subject.
Conciseness
Is the content appropriately focused without unnecessary padding or filler? AI engines favor content that delivers maximum signal per word, avoiding bloated prose.
Readability
Is the language clear, well-structured with logical headings, and accessible to a broad audience? Good readability helps both AI parsing and human comprehension.
Content Freshness
Is the content recently updated with clear date signals? Pages updated within 2 months get significantly more AI citations. Date-stamped, current content builds trust with answer engines.
Made in Sweden
AEO Crawler is designed and built by Robert Vintervind as part of the AI:nstein Apps ecosystem — a suite of AI-powered SaaS tools for the modern web professional.
The project started from a personal frustration: there were plenty of tools for traditional SEO, but nothing purpose-built to measure content readiness for the AI search era. AEO Crawler fills that gap with a rigorous, transparent scoring model and honest recommendations — no vague scores, no locked insights.
All infrastructure runs on Swedish hosting via Inleed, keeping your data in the EU. We build in the open, with straightforward pricing and no dark patterns.
[email protected]Part of a broader ecosystem
AEO Crawler is one tool in a growing suite of AI-powered products. Each app is independent but shares the same commitment to useful, honest software.
AEO Crawler
Answer Engine Optimization scoring and analysis
SPIDrSEO
Technical SEO crawler and auditing platform
Brand Alchemist
AI-powered brand identity generation
TimeBuddy
Smart time zone and scheduling tools
AIbookR
AI-assisted book discovery and reading
Translatr:AI
Neural machine translation platform
faktrAI
AI fact-checking and verification
Ready to optimize for AI search?
Start with a free crawl. No credit card required. Results in minutes.