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Score any product page 0-100 on AEO readiness. See what ChatGPT, Perplexity & Claude look for before recommending you. Is your product page ready to be recommended by AI? Cited instantly scores any e-commerce product page on how well optimized it is for AI shopping assistant recommendations. Get a clear 0-100 score with actionable steps to improve your Answer Engine Optimization (AEO). How It Works Visit any product page. Click the Cited icon. Get your score in seconds with a detailed breakdown. What Cited Measures Cited evaluates 60 checks across five scoring categories: -Product Data Quality — Structured markup, complete specs, and organized information that AI can parse -AI Accessibility — Whether AI crawlers can discover and access your content -Buyer Intent Content — Product descriptions, comparisons, and content that answers real shopper questions -Recommendation Safety — Trust signals like return policies, reviews, and transparent pricing that make AI confident recommending you -Consensus Presence — Third-party mentions, reviews, and external validation that confirm your product's reputation What You Get Free -Overall score (0-100) with letter grade -Individual category scores and grades -Priority Fix List with top 5 fixes ranked by point impact -Competitor Comparison — score your page against any rival -AEO Certificate — earn Bronze, Silver, or Gold certification and share on LinkedIn -Export AEO Score Report as a branded PDF -Works on any e-commerce product page Pro Features ($4.99/month) Take your AEO optimization to the next level: -Multi-Page Audit — Score up to 25 product pages at once -Sitemap Crawler — Auto-discover every product URL from your domain. No more copy-pasting. -Score Tracking & Trends — Track scores over time with sparkline charts and delta badges. See your progress as you implement fixes. -Competitor Batch Comparison — Scan your pages vs. a competitor side by side. Category-level gap analysis shows exactly where you win and where you're losing. -Score Simulator — Toggle fixes on and off to project your new score before you implement anything. Plan your optimization roadmap with confidence. -AI Fix Prompts — Every failing check includes a ready-to-use prompt you can paste into ChatGPT to generate your fix instantly -Code Generator — Paste-ready code snippets for schema markup, FAQ sections, OG tags, and more. Automatically tailored to your e-commerce platform when detected. -Fix Queue — A prioritized task list that shows every failing check, which pages are affected, and the exact code or prompt to fix it -CSV & PDF Export — Multi-page branded reports with hero scores, full URL breakdowns, and category insights Why It Matters Consumers increasingly ask AI assistants for product recommendations instead of scrolling traditional search results. The brands AI recommends capture a growing share of purchase decisions. Cited shows you exactly where you stand and what to fix. Built for Growing E-Commerce Brands Our research shows a strong correlation (r = 0.82) between Cited scores and actual AI citation rates for growing e-commerce brands. For brands competing on product quality rather than name recognition alone, AEO optimization is the difference between being recommended by AI and being invisible. Validated by Research Cited scores are backed by the Retail 60 validation study — 60 product pages across 10 retail segments tested against 300 real AI shopping queries. Higher Cited scores predict higher AI citation rates for DTC and mid-market brands. Privacy First Cited analyzes pages locally in your browser. No data is collected, stored, or transmitted to any server. Zero tracking. Zero accounts required.