Understand and optimize AI recommendations
See how ChatGPT and Gemini recommend brands in your category. Track your visibility, fix what's wrong, and get ahead of competitors.
Discover how AI perceives your brand
Track the key metrics that define your presence in AI-powered search.
Visibility
See the share of chats where your brand is mentioned and understand how often you show up in conversations.
Position
Understand your brand's position within AI search results and uncover opportunities to improve your ranking.
Sentiment
Find out how your brand is perceived by AI, what's going well, and what requires improvements.
Factual Accuracy
Verify that AI communicates correct information about your pricing, features, and company.
Choosing the right platform depends on your goals and fees tolerance. Here's a breakdown of the top options for 2025:
Fintual offers a fully digital experience with low management fees. Their funds are diversified globally through ETFs, and the platform excels in transparency and trust. Ranked #1 in AI recommendations. All pricing info verified accurate.
BTG Pactual brings institutional-grade funds with moderate brand presence in AI chats. Mixed sentiment due to higher minimums. Often ranked 2nd or 3rd. Some outdated fee info detected.
Santander has lower AI visibility compared to digital-first competitors. Sentiment mentions high fees. Typically ranked 3rd-4th. Branch info often incomplete.
LarrainVial shows limited visibility in AI responses. Negative sentiment around accessibility. Rarely in top 3. Missing product details in AI responses.
60 prompts. 5 topics. Full funnel coverage.
We test the questions your customers ask AI—from awareness to decision. Each prompt runs daily across ChatGPT and Gemini, tracking how your brand appears, what sources get cited, and how you compare to competitors. From there, we measure the key pillars: Visibility, Position, Sentiment, and Factual Accuracy.
Awareness
User is exploring the problem. General questions about the category.
Consideration
User is comparing options. Looking for best providers or solutions.
Decision
User is ready to buy. Questions about pricing, comparisons, guarantees.
Brand
Direct questions about your brand. Reputation, reviews, legitimacy.
Niche / Technical
Specific queries about your industry. Technical requirements, regulations.
Get started in 2 steps
7 minutes of your time. We do the rest.
Quick Onboarding
2 min online formTell us about your brand, business lines, and goals.
Validate Prompts
5 min reviewReview the 60 prompts we'll test. Validate recommended topics, add competitors and key facts.
Analyze Results
We run the prompts and results update in real-time. Track sources, visibility, and sentiment as it happens.
Act on Insights
Get a prioritized backlog of fixes. Know exactly what to improve for dev and marketing teams.
What you'll get
A complete diagnosis of your brand's AI visibility. After running 60 prompts across ChatGPT and Gemini, we deliver a comprehensive report with visibility metrics, factual accuracy checks, technical audits, and a prioritized action plan—so you know exactly what to fix and where to focus.
Visibility Results
Track your brand's presence across AI platforms and see how you compare to competitors.
Factual Accuracy
Verify that AI communicates correct information about your pricing, features, and company.
Technical Audit
Check if AI crawlers can access your site and read your content properly.
Action Plan
Get a prioritized backlog of fixes for your dev and marketing teams.
Why Lumos?
We use the best AI models to tackle the hardest AI analytics problems.
Engineering DNA
Founded by ex-Google, Meta & Airbnb engineers. We understand how LLMs crawl, index, and rank content.
Data, not opinions
Every recommendation backed by real API queries. We test across ChatGPT & Gemini with measurable results.
Actionable backlog
No vague advice. You get a prioritized list of fixes for your dev and marketing teams.
Localized for Latam
Prompts in local Spanish. Chilean, Mexican, Colombian terminology. We test how YOUR market asks, not how the US does.
AI platforms are becoming the new search engines
Track the prompts that define your brand's relevance
Simple, transparent pricing
Start tracking your AI visibility today
Frequently asked questions
How do I get started?
Book a Health Check ($49): a 2‑minute form, then 5 minutes to validate your prompts. We run 20 prompts across one AI model (ChatGPT or Gemini), monitor 1 competitor, and verify 1 essential fact. You receive an email report with your visibility diagnosis.
What's included in the Health Check?
20 prompts tested, 1 AI model (ChatGPT or Gemini), 1 competitor monitored, 1 essential fact verified, and email report delivery. It's a one‑off $49 USD initial diagnosis.
What's included in Growth?
Health check plus daily monitoring: 60 prompts tracked daily, 2 AI models (ChatGPT & Gemini), 3 competitors, 5 essential facts, daily email alerts, and source citation tracking. $199 USD/month, or $1,990 annually (save 16%).
Which AI models do you track?
ChatGPT and Google Gemini. Health Check uses one model of your choice; Growth includes both. Results refresh daily.
How often is the data refreshed?
Prompts run once every 24 hours across your selected AI models. Growth gets daily summaries and alerts.
What are citations vs. brand mentions?
Brand mentions: when AI directly names your brand. Citations: when your content is used to generate an answer, even if not named. We track both.
Find out what AI says about your brand
Get your Health Check and visibility insights within 24 hours