Navigating the Next Generation of
Search & AI Visibility.
Welcome to AIOptCheck — your transparent, actionable compass for navigating the next generation of search and AI visibility.
The Story Behind the Platform
The seed for AIOptCheck was planted last year during a real-world Generative Engine Optimization project managed by our founder, Summy . Based in Hangzhou, China, Summy currently works as a professional GEO Consultant.
With a deep background as an independent developer and a veteran digital marketing expert and SEO specialist, Summy has hands-on experience managing SEO and traffic strategies for high-AOV e-commerce projects with millions of monthly visitors. While working on the frontlines of AI search traffic, he noticed a common trend: many teams were trying to "use LLMs with user-scenario prompts to create content."
In theory, this sounded great. However, in practice, actually achieving GEO visibility involved an overwhelming amount of granular details. Despite generating hundreds of theoretically perfect articles, many high-ranking websites were still experiencing traffic drops. The most critical and difficult question was simply:
"Why doesn't AI want to cite your content?"
As AI search engines like ChatGPT, Perplexity, Gemini, and Claude drive massive new waves of traffic, traditional SEO tactics are no longer enough. Most websites today are simply not ready to be read by AI.
Even top GEO software vendors lacked actionable diagnostic solutions, typically providing a vague overall score without explaining how to fix the issues. We built this tool to tell you exactly why AI isn't citing you and exactly how to fix it. Our ultimate goal is to radically increase your brand's probability of being cited and ensure total consistency in how AI engines answer questions about your products.
"In the noisy era of Generative AI, only authentic, high-density structured information can earn the trust of both machines and humans. Don't let your brand be forgotten in the intelligence explosion."
— Summy, Founder & GEO Consultant
The "RAG-First" Engine
We don't audit your site like a traditional search spider looking for keyword density. We simulate the exact Retrieval-Augmented Generation (RAG) architecture used by modern LLMs. Our evaluation focuses entirely on what forces an AI to cite you:
Entity Graph Injection
We audit how your specific product or brand entities connect to the broader AI knowledge graph. We identify the missing hyper-specific attributes that cause an LLM to drop you from its comparison tables in favor of a competitor.
Semantic Chunkability Analysis
AI doesn't read pages from top to bottom; it parses vector chunks. We evaluate your DOM structure to ensure your most critical selling points are perfectly packaged for an LLM's Context Window extraction.
The LLM Credibility Filter
We stress-test your content's information density, demanding hard data points, first-hand experiential language, and high-authority outbound citations—the exact signals that trigger an AI to label your content as a highly trusted source.
E-commerce Structured Parsing
We deep-dive into your product pages (pricing, inventory, authentic reviews, and core specs) to ensure they meet the strict structured data standards required by AI answer engines for product recommendation cards.
Premium Services
Beyond our self-serve SaaS diagnostic platform, we provide advanced, hands-on services and professional tool suites to ensure your brand dominates the new search landscape:
- Brand AI Visibility Monitoring & Competitor Analysis: Continuously track your brand's Share of Voice (SOV) across top LLMs and monitor competitors.
- Prompt User Scenario Simulation Engineering: We design multi-turn prompt architectures that simulate real buyer journeys and intent queries.
- AI-Optimized Content Generation at Scale: Produce high-density, highly-citeable content architectures at an enterprise scale.
- Enterprise Knowledge Graph Construction: Structure your internal data and public web assets into robust knowledge graphs.
- "Traditional SEO" to "GEO" Migration Strategy: A transitional service designed to help marketing teams pivot their existing content strategies to Answer Engines without losing their current organic traffic.
- E-commerce AI Funnel & Marketing Attribution: Targeted tracking of product entity visibility and deep conversational marketing attribution across multi-turn AI interactions.
Free Features in Development
We are continuously optimizing the platform. Stay tuned for the following new 100% free diagnostic modules currently in our development pipeline:
- Brand Sentiment & Tone Analysis
- Brand Persona & Perception across AI Engines
- High-Citation Modular Style Adapters (AI-friendly TOCs, embedded product cards, FAQs, and guides)
- AI Knowledge Gap & Reputation Remediation (Pinpoint data voids to overwrite negative AI perceptions)
- ......and many more cutting-edge optimization tools currently in development.
Join the AI Search Revolution
The victories of the past decade belonged to the masters of keywords and backlinks.
The victories of the next decade will belong to the pioneers who make it effortless for AI to understand, trust, and cite their content.
Stop flying blind. Let's make sure your brand shines brightly in every single AI conversation.
The AIOptCheck tool is currently 100% FREE to use