LumiRank
The process
Process step · 02

Research

Entity gaps, citation sources, and the questions your buyers ask machines.

Research — Entity gaps, citation sources, and the questions your buyers ask machines.

Discovery tells us where you stand; research tells us why. We dig into the entity gaps, the sources engines trust, and the precise prompts that decide whether you're cited.

This is the evidence layer — the unglamorous digging that makes every later decision grounded instead of guessed.

At a glance

Entity gap analysis

Where engines are unsure who you are, or have you wrong.

Citation sourcing

The references and sources models corroborate against in your space.

Prompt research

The exact questions — and follow-ups — that surface or bury you.