> ## Documentation Index
> Fetch the complete documentation index at: https://docs.paperzilla.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# How is Paperzilla different from Google Scholar alerts?

> Paperzilla is organized around project workflows with relevance tuning and multi-channel delivery.

export const AiAgents = ({path}) => <Tip>
    <b>AI agents</b>: This page is available as <a href={path + '.md'}>markdown</a>. See also the <a href="/llms.txt">docs index</a> and <a href="/llms-full.txt">full docs</a>.
  </Tip>;

<AiAgents path="/answers/how-is-paperzilla-different-from-google-scholar-alerts" />

Google Scholar alerts are useful for broad discovery.

Paperzilla focuses on ongoing project workflows:

* Topic definitions with include/exclude tuning
* Must Read vs Related prioritization
* Controlled digest volume
* App, RSS/Atom, CLI, and email delivery from one project model

It is optimized for continuous filtering, not just notification.