Macronimous
Macronimous

AEO Readiness Checker v1.21

Analyse any page for Answer Engine Optimisation signals. Check schema, content structure, and technical factors that help AI engines understand and cite your content.

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Checks 18 AEO signals across content, schema, technical SEO, and content quality

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization is the practice of structuring your web pages so that AI engines — ChatGPT, Perplexity, Claude, Google's AI Overviews, and Bing Copilot — can understand, extract, and cite your content when answering user questions.

Traditional SEO optimizes for ranked search results. AEO optimizes for being the source of the answer itself. When someone asks an AI "What's the best CMS for a small business?", the engine pulls from pages that are structured to be quotable: clear answers near the top, question-based headings, schema markup, and authoritative content.

AEO doesn't replace SEO — it builds on it. A page that's already SEO-friendly has a head start, but AEO adds specific patterns (answer-first paragraphs, structured data, concise answer blocks) that AI engines prefer.

As AI search traffic grows, pages that are AEO-ready become discoverable through an entirely new channel. This tool checks whether your pages are ready.

What This Tool Checks

We analyze 18 AEO signals, grouped into four categories and weighted by their impact on AI citation likelihood.

Content & Answer Signals (48 points)

AI engines extract from content, so content matters most. We check for an answer-first content block in the opening paragraph, question-based headings (H2/H3), concise answer paragraphs (15-60 words), structured lists, data tables, and content depth of at least 800 words.

Schema & Structured Data (30 points)

Schema markup tells AI engines exactly what your content is about. We check for JSON-LD, FAQPage, HowTo, Speakable, Article/BlogPosting, and Organization schemas.

Technical SEO (17 points + AI Bot Crawlability)

The fundamentals still matter. We audit your meta description, heading hierarchy, canonical tag, Open Graph tags, and title tag. We also verify that AI crawlers (GPTBot, PerplexityBot, ClaudeBot, Google-Extended, CCBot) aren't blocked in your robots.txt — the most common reason pages go uncited by AI engines.

Content Quality (11 points)

We measure your content-to-code ratio, image alt text coverage, and outbound links to authoritative sources (.gov, .edu, Wikipedia, major publications).

Each failed check returns a page-specific fix recommendation — not generic advice, but what's wrong on your actual page and how to address it.

How to Improve Your AEO Score

Actionable steps for each category. Work through these in order — content signals first, then schema, then technical fundamentals.

Content & Answer Signals

Lead every important page with a 40-60 word declarative paragraph that directly answers the page's primary question. Convert section headings from statements to questions ("What are the best CMS options?" instead of "Our CMS Options"). After each question heading, place a concise 15-60 word answer before expanding into detail. Wherever possible, use bulleted lists and comparison tables instead of long prose.

Schema & Structured Data

Work with your developer to add FAQPage schema wherever you have Q&A content, Article or BlogPosting schema with dateModified and author on every editorial page, and Organization schema in your site template for entity recognition. These are one-time implementations that benefit every page.

Technical SEO

Write meta descriptions between 120-160 characters, use exactly one H1 per page, add a canonical tag to every URL, and ensure all three Open Graph tags (og:title, og:description, og:image) are present.

Content Quality

Aim for 100% alt text coverage on images, reference 2-3 authoritative sources per page (linking out to Wikipedia, research papers, or industry publications strengthens your credibility with AI engines), and keep your visible-text-to-code ratio above 25%.

Check Your robots.txt

AI engines can't cite content they can't read. Confirm GPTBot, PerplexityBot, ClaudeBot, CCBot, and Google-Extended are not blocked. Our tool checks this automatically when you analyze a URL.

Frequently Asked Questions

Is this tool really free?
Yes. No signup, no trial, no credit card. We built it as a lead-generation asset and thought-leadership tool for our agency, Macronimous. Use it as often as you'd like.
Does AEO replace traditional SEO?
No. AEO builds on SEO. A page that ranks well in Google typically has a strong foundation for AEO too. AEO adds specific patterns — answer-first content, question-based headings, schema markup — that make your content more citable by AI engines.
Why does the score weigh content so heavily?
AI engines extract from content. Schema markup helps, but if the content itself isn't structured in a quotable way, schema alone won't make it visible in AI answers. That's why "Content & Answer Signals" carries 48 of 100 possible points.
What if my product or category page scores low?
Our tool is calibrated for content pages (services, blog posts, informational pages). Product and category pages follow different AEO rules — Product schema, offers, reviews, structured price data. We're launching dedicated modules for PrestaShop, Magento, and WooCommerce that audit e-commerce pages correctly. Test our tool on a product page and you'll see a detection banner with a waitlist signup.
Can I test staging or password-protected pages?
No — the tool fetches pages the same way an AI crawler would, so the URL must be publicly accessible. For staging sites, use the "Paste HTML" tab: copy the page source in your browser (right-click → View Page Source → Select All → Copy) and paste it in.
How often should I re-run this check?
After any significant content update, schema addition, or template change. For high-priority pages (service pages, top blog posts), a monthly re-check is sensible.
Does the tool work for non-English pages?
Most checks are language-agnostic (schema markup, meta tags, image alt coverage). The question-based heading check looks for English question words (what, how, why, etc.) — so it may under-report for non-English sites. We're planning multilingual support in a future update.
What happens to my email if I request a PDF or email report?
We send the report to the email you provide and keep a copy of the request for lead-follow-up purposes. We don't sell, share, or add your email to any mailing list without your explicit consent.
Can Macronimous help us make our site AEO-ready?
Yes. We've been doing SEO for 24+ years and now offer dedicated AEO Readiness services — from auditing your site to implementing schema, restructuring content for AI extraction, and setting up the technical signals AI engines look for. If your score left you wondering where to start, we can take it from here. Learn about our AEO Readiness services →