Definition
Citation rank is the ordinal position of a URL inside the citation list an LLM engine returns with its answer, used as the direct 2026 analog to organic rank on Google for answer-engine visibility.
In Depth
Citation rank matters because answer engines weight top citations more heavily in the synthesized response. A URL cited first contributes more of the words the user actually reads; a URL cited eighth exists but rarely shapes the answer. Tracking citation rank requires per-engine parsing since ChatGPT, Perplexity, and Google AI Overviews each format citations differently. Scavio's ask endpoint normalizes them into a ranked list.
Example Usage
The report showed their page moving from citation rank six to citation rank two inside Perplexity over two months.
Platforms
Citation Rank is relevant across the following platforms, all accessible through Scavio's unified API:
Related Terms
LLM Citation
An LLM citation is a URL that a generative answer engine (ChatGPT, Perplexity, Google AI Overviews, Claude) references i...
Answer Engine Citation Share
Answer engine citation share is the percentage of responses to a defined prompt set, run against answer engines like Cha...
Answer Engine Optimization (AEO)
Answer Engine Optimization (AEO) is the 2026 discipline of optimizing content, mentions, and structured data so that LLM...