How to reverse-engineer why AI engines cite competitors
AI search engines do not cite websites randomly. They evaluate vector similarity, entity authority, and consensus checks across Reddit, G2, and schema knowledge graphs. Optymia's citation forensic engine breaks down the exact source documents AI models query to formulate answers, revealing the specific PR and schema gaps you need to close.
Test your domain for AI search citations & Share of Model
Simulate how ChatGPT, Gemini, Perplexity, and Claude perceive your website.
Why Optymia
- Live citation tracking across ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, AI Overviews.
- Astra 5-step methodology (Scan · Map · Build · Reinforce · Audit) — no guesswork.
- Automatic schema JSON-LD generation for FAQPage, Article, Product, Organization.
- Prompt-testing lab so you know what buyers actually ask before you write.
- Agency dashboards with white-label reporting and per-client fix queues.
Frequently asked
How does Optymia help reverse-engineer competitor citations rank in ChatGPT and Gemini?+
Optymia scans buyer prompts in your category, maps which AI engines cite you (and which cite competitors), builds structured content and schema so LLMs can extract answers, then re-audits weekly to confirm citation share is climbing.
How fast do results show up?+
Most brands see their first new citation inside 18 days and a measurable share-of-voice lift by day 45. AI engines re-index far faster than Google, so wins compound quickly.
Is this different from traditional SEO?+
Yes. Traditional SEO targets blue-link rankings on Google. AI visibility (also called AEO or GEO) targets whether large language models cite your brand when a user asks a question — a completely separate index that keyword rank trackers miss.
Do I need to change my CMS?+
No. Optymia connects to WordPress, Webflow, Shopify, Framer, and any headless CMS via a small verification snippet — the same one you'd use for Google Search Console.
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