If AI does not recommend you, buyers may never find you.
We map the prompts, sources, competitors, stories, and outcomes shaping how AI talks about your brand.
We show how buyers ask, how AI answers, which competitors and sources shape the response, and whether our work is changing commercial outcomes.
Find the prompts where AI recommends you, ignores you, or sends demand elsewhere.
Check the category, descriptors, and competitive frame AI attaches to our brand.
See whether AI can explain your audience, differentiation, proof, and market role.
Benchmark who AI recommends before you, where they win, and why they are trusted.
Reveal the owned, earned, and competitor sources AI uses to form the answer.
Connect visibility work to citations, search performance, AI referrals, and conversions.
See which products, services, locations, and proof points need their own visibility plan.
We turn scattered AI answers into a practical workflow: see what AI says, understand why it says it, and decide what to improve next.
Run prompts across AI answer engines and capture how your brand appears.
Break visibility down by prompt, competitor, source, story, and entity.
See which pages, proof assets, sources, and comparisons need work first.
Monitor whether AI visibility work changes citations, traffic, and outcomes.
We designed Lumina to show what changed, why it matters, and what to do next. The goal is not a prettier score. It is a clearer worklist for AI visibility.
Every insight traces back to the actual buyer questions and AI answers being tracked.
See which owned, earned, and competitor sources are influencing AI responses.
Benchmark our brand against the competitors AI actually recommends.
Connect visibility work to citations, search performance, AI referrals, and conversions.
No subscription. No expiry. Pay for the checks you run.
1 Check = 1 Prompt to 1 Model
Start with the prompts, sources, competitors, and stories shaping how AI recommends our brands.
Short answers for teams evaluating AI visibility work.
SEO tools track search rankings. We track how AI answers buyer questions: whether our brands are mentioned, framed correctly, cited, and recommended over competitors.
We track public AI answer engines and chat interfaces that shape buyer discovery. The mix can expand over time, but the goal is to cover the systems your buyers actually use.
AEO means improving the content, sources, and proof AI systems use when answering buyer questions. We give you the prompt, source, competitor, and impact data needed to prioritize that work.
Yes. You can choose the prompts that matter to our brand, category, or offer. That is usually the right way to start because the biggest gaps are often commercial questions.
Use it to decide whether the fix is content, proof, source coverage, comparison pages, position changes, or a sub-entity-specific plan.
We built Lumina for marketing, brand, SEO/AEO, founders, and agencies that need to understand and improve how AI answers buyer questions.
No. Credits stay in our account until we use them.
Yes. Agencies can use Lumina to benchmark client brands, track prompt groups, and show progress across visibility, source, and outcome layers.
Setup takes less than two minutes. Add our brand, website, and competitors, then start tracking the prompts that matter.