No tool currently offers comprehensive AI LLM rank tracking because generative AI search results (Google AI Overviews, ChatGPT search, Perplexity) don't have stable, traditional rankings. These systems synthesize answers from multiple sources and don't display consistent SERP positions you can track like classic rank checkers do. BrightEdge and SEOmonitor have started tracking visibility in Google AI Overviews specifically, showing when your domain gets cited in synthesized answers. Advanced Web Ranking also flags AI Overview appearances in their SERP snapshots. These features are early-stage and don't cover ChatGPT, Perplexity, or other LLM platforms yet. The practical workaround we use at Ottawa SEO Inc. is tracking featured snippet positions and People Also Ask rankings with tools like Ahrefs, SEMrush, or AccuRanker. LLMs overwhelmingly cite content that already wins these SERP features because Google's algorithms pre-validate that content as authoritative and well-structured. If you rank in position zero or PAA boxes for 40-60% of your target keywords, you're likely getting cited in AI answers too. For deeper validation, manually query your key terms in ChatGPT search, Perplexity, and Google's AI mode, then log which domains get cited. Do this monthly for your top 20-30 money keywords. It's tedious but gives you directional data no automated tool provides yet. Watch out for vanity metrics. Just because an LLM cites your content doesn't mean users click through. Unlike traditional rankings where position three gets predictable CTR, LLM citations often answer the query completely, killing the click. Track actual referral traffic from these sources in Google Analytics 4 using UTM parameters when possible. The market will mature. Expect dedicated LLM rank trackers by late 2025 as these search experiences stabilize and APIs open up. Until then, focus on earning featured snippets and structured, factual content that LLMs can confidently cite. That's the ranking signal that matters right now.