Know how AI explains your brand.
Improve what it says.
Lumin runs your keywords across leading models, captures responses and citations, and tracks share-of-voice and sentiment in one dashboard.
No card required. Early access is rolling out now.
Lumin dashboard overview
See where your brand shows up in AI answers.
Track share of voice, rankings, and citations across leading models, with competitor context built in.
Cross-model dashboard
Compare OpenAI, Gemini, Claude, and Google AI Mode in one unified view.
Share of voice by keyword
Track rankings, top brands, and visibility shifts for every term you monitor.
Prompt-level evidence
Inspect responses, citations, and sentiment by provider at the prompt level.
Understand sentiment and perception.
Summaries and attribute analysis show how models describe you and where sentiment shifts.
Brand Pulse sentiment
Summarize positive, neutral, and negative signals from AI responses.
Attribute perception
See the themes and traits models associate with your brand.
Run consistent analyses, every time.
Prompt generation, multi-provider coverage, scheduling, and exports are built in.
Prompt generation included
Lumin creates consistent informational and transactional prompts per keyword.
Multi-provider coverage
Run OpenAI, Gemini, Claude, and Google AI Mode side by side.
Flexible scheduling
Run on demand or set weekly, bi-weekly, or monthly cadences.
Exports and reports
Download PDF snapshots and CSV exports for deeper analysis.
From keywords to action in three steps.
Define your scope, run analysis, and act on insights with every cycle.
Define clients and keywords
Add the terms you care about and let Lumin generate prompt sets.
Run visibility checks
Capture responses, citations, and share-of-voice metrics across models.
Act on recommendations
Use actionable insights and rerun to measure progress over time.
Deep dives that surface what to fix.
Track AI Overviews visibility and get recommendations to improve how you show up.
AI Overviews visibility
Track when your brand appears in Google AI Overviews and AI Mode summaries.
Actionable recommendations
Get prioritized steps to improve how and where you are cited.
Share results with stakeholders.
PDF snapshots and CSV exports keep every team aligned on the latest data.
PDF dashboard reports
Generate shareable snapshots of visibility, rankings, and provider coverage.
CSV exports by keyword
Export rankings, prompt responses, and source lists for deeper analysis.
Built for modern teams
“Understand how AI describes your company and which sources shape the story.”
“Measure share of voice by keyword and spot shifts after site updates.”
“Benchmark against competitors across models and identify coverage gaps.”
“Export PDFs and CSVs to deliver clear, repeatable updates each run.”
Frequently asked questions
Clear answers to help you evaluate Lumin for your team.
Which models does Lumin track? ➜
OpenAI, Google Gemini, Anthropic Claude, Google AI Mode, and Google AI Overviews.
What data do you capture? ➜
Prompt responses, citations and sources, share-of-voice metrics, and sentiment summaries.
How often can we run analyses? ➜
Run on demand or schedule weekly, bi-weekly, or monthly cadences.
Can we export reports? ➜
Yes. Download PDF reports and CSV exports for prompts, rankings, and sources.
Early access is open.
Join the waitlist and we will tailor access to your use case and cadence.
Early Access
For teams validating AI visibility across core keywords.
- Cross-model visibility
- Share-of-voice tracking
- Brand Pulse sentiment
- CSV exports
Team Pilot
For teams running recurring analyses and stakeholder reporting.
- Scheduled runs
- AI Overviews tracking
- PDF report downloads
- Actionable recommendations
Ready to see your AI visibility?
Join the waitlist to get early access to Lumin and secure a pilot slot.
We reply within one business day.