Know Exactly Where You Appear in Every AI Response
Being cited by AI is not enough. A brand mentioned first in a response gets dramatically more clicks than one buried at the bottom. LLMRanky tracks your exact position — top, middle, or bottom — across every monitored question.
In AI-generated responses, position is everything. The first brand mentioned captures the majority of user attention, just like position #1 in Google search results. Yet most companies have no idea whether they appear first, last, or somewhere in between — let alone how that position changes over time.
Three Tiers: Top, Middle, Bottom
LLMRanky classifies every citation into three distinct positions. Top means your brand is the first recommendation in the AI response — the one users see and click first.
Middle position indicates you are mentioned alongside competitors, typically in a comparison or list. Bottom position means you appear as an afterthought, often preceded by "also consider" or "alternatively."
Each tier has radically different conversion potential. Understanding your distribution across these tiers reveals exactly where to focus your optimization efforts.
Cited vs. Well-Positioned
A citation at the bottom is barely better than no citation at all.
Celebrating Citations That Drive Zero Clicks
You see your brand mentioned by AI and assume the job is done. But if you are consistently cited last in a list of five competitors, users never scroll that far. Your "visibility" generates no traffic.
Without position data, you cannot distinguish between a high-value top citation and a meaningless bottom mention — so you keep optimizing blindly.
Optimize for First-Mention Placement
Position tracking shows exactly which questions give you top placement and which relegate you to the bottom. You see the pattern and can target the specific content changes that move you up.
Weekly trend data shows whether your optimization efforts are working. Watch your top-position count climb as you refine your content strategy.
Position Trends Over Time
A single snapshot tells you where you stand. A trend line tells you where you are headed. LLMRanky tracks your position distribution week over week across all three AI models.
You can see whether a content update pushed you from middle to top on Claude, or whether a competitor's new article knocked you from top to bottom on Perplexity.
These trends reveal which optimization strategies work fastest on each model — so you invest time where it produces the biggest position gains.
How Position Tracking Works
Every citation is classified, tracked, and trended automatically.
1. Parse AI Responses
Each AI response is analyzed to identify exactly where your brand appears relative to competitors and the overall answer structure.
2. Classify Position
Citations are categorized as Top (first mention), Middle (comparison context), or Bottom (afterthought) based on placement and language cues.
3. Track Trends
Weekly position data builds into trend lines that reveal the impact of your content changes on citation placement.
Stop Settling for Bottom-of-Response Mentions
Track your exact citation position across every AI model. Know whether you are first, last, or invisible — and what to do about it.
Track Your Position Now →