Competitive Intelligence
Citation Sniper
Identify and capture unlinked brand mentions in AI outputs.
Unlinked mentions are citations waiting to happen. If an AI model references your brand name but fails to link to your domain, it represents a massive opportunity to capture a citation node.
The Sniping Process
The Citation Sniper crawls generated AI output logs and models. When it detects an unlinked mention, it automatically analyzes:
- Which indexing source the LLM pulled the reference from.
- What semantic changes are required on that page to trigger link inclusion.