AI Visibility, Built for PR and Comms
Understand how you’re represented in LLMs & what’s shaping those answers
Your organisation’s reputation is already being defined by AI.
LLMs are answering questions about your organisation right now. What are they saying — and which sources are shaping those answers?
Lumina AI View helps you understand how your organisation is represented across leading models like ChatGPT, Gemini and Claude — so you can see what’s being said, where it’s coming from, and how it’s shaping perception.
Track it over time. Benchmark against competitors. Know where you stand, and what to do about it.
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Map your AI Reputation
See which sources matter
Track which outlets LLMs cite when discussing your organisation. Understand your source footprint over time and spot when new — or negative — sources appear.
We measure your citation strength and source quality against competitors, so you can clearly see where you have authority and where you have gaps.
Understand your competitive position
Your competitors are cited by Financial Times and Bloomberg. You’re cited by Reddit. Compare where you stand within your industry — and where to focus next. Identify the sources that shape how AI represents you, and where you need to build authority.
Custom Questions
Your questions, your priorities
Ask leading AI models the questions that matter to your audiences, phrased the way they’d ask them, and group them into prompt sets that match your priorities. Every answer is saved, building a history you can look back on.
Know what’s behind every answer
Responses are grouped into themes across every major model, with the owned, earned, paid and shared sources behind each one. Find out who AI recommends, and export every question and answer for your own analysis.
Track how your perception is evolving across LLMs
Catch shifts early
AI responses change when new sources appear or past issues resurface. Get alerts when citation patterns shift, before they impact how you’re perceived.
Measure your progress
Track citation trends, source mix and competitive standing over time. Build a baseline, identify patterns and understand where you’re improving — and where to focus next.
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