The short answer: Profound is the enterprise choice for large teams with budget. Peec AI is the technical analytics choice with broad geographic coverage. Lumos is designed for regional markets where global tools produce unreliable data — because they can't filter out competitors that don't actually operate in your region. The right tool depends on whether you need global scale or locally accurate insights.
What these three platforms have in common
All three platforms track how brands appear in AI-generated answers across ChatGPT, Gemini, and other AI engines. They measure Share of Voice, sentiment, and ranking position. They all help marketing and SEO teams understand and improve their AI visibility.
The differences are in how they handle regional data accuracy, how deep the analytics go, and whether the insights are actionable for your specific market.
Quick overview
| Profound | Peec AI | Lumos | |
|---|---|---|---|
| Founded | 2024, US | 2024, Europe | 2025, Chile |
| Funding | $96M Series C | $21M Series A | Bootstrapped |
| Primary market | Enterprise, US/UK | Mid-market, Global | Mid-market, LATAM |
| Languages | English-first | English-first | Spanish + English |
| AI engines tracked | ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode | ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode | ChatGPT, Gemini, AI Overviews, Perplexity |
| Customers | Ramp, OpusClip, Statsig | Wix, Glide, Merge | 50+ companies in LATAM |
| Public pricing | No (demo required) | Yes (from EUR 89/mo) | Yes ($49 one-time, $199/mo) |
Use case 1: I need broad AI engine coverage
Winner: Profound. Profound tracks the most engines — ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode — and adds agent analytics and shopping tracking on top.
Peec AI covers a similar set of engines. Lumos tracks ChatGPT, Gemini, AI Overviews, and Perplexity. All three platforms cover the engines that matter most for brand visibility, but Profound has the broadest coverage with unique capabilities like agent analytics.
Use case 2: I need enterprise-grade features and compliance
Winner: Profound. Profound is SOC 2 Type II compliant, HIPAA-ready, and offers deep integrations with AWS, Cloudflare, and enterprise tools. They also have built-in AI content generation, which neither Peec nor Lumos offer.
If you're a large organization that requires security certifications, vendor assessments, and custom SLAs, Profound is the most mature option. Their pricing reflects this positioning — it's not publicly available and requires a sales conversation.
Use case 3: I need transparent, hands-on analytics
Winner: Peec AI. Peec AI focuses on data transparency. They track using authentic UI scraping (rather than API-based methods), offer full data exports on all plans, and provide unlimited team seats. Their custom prompt tracking lets you define exactly what prompts to monitor.
Peec also covers 80+ countries for geographic segmentation — significantly more than Profound or Lumos. If your brand operates globally and you need granular regional data, Peec has the broadest coverage.
Use case 4: I need data I can actually trust for my market
Winner: Lumos. This is where global tools have a structural problem. Profound and Peec AI track competitors globally — but they can't filter results by region. When you look at your Share of Voice, you're seeing your brand compared against every competitor worldwide, including companies that don't operate in your market.
That means your data is biased. A fintech in Chile sees its Share of Voice diluted by US competitors that will never serve Chilean customers. A real estate company in Mexico is benchmarked against firms that only operate in Europe. The numbers look real, but the insights are misleading — you're optimizing against the wrong competitors.
Lumos solves this by building competitive sets around your actual market. The prompts, benchmarks, and competitor tracking are filtered for the region where you operate, so Share of Voice, sentiment, and ranking reflect reality — not a global average that mixes irrelevant competitors.
The data accuracy problem: ask ChatGPT "mejores plataformas de inversión en Chile" and it mentions Fintual, Racional, BTG Pactual. Ask "best investment platforms" and it mentions Robinhood, Fidelity, Vanguard. If your GEO tool mixes both sets into your Share of Voice, your data is meaningless. This isn't a language issue — it's a data accuracy issue that affects any company operating in a regional market.
Beyond regional filtering, Lumos runs prompts using local terminology (Chilean, Mexican, Colombian variants) and provides recommendations calibrated for the regulatory and competitive context of each market. The platform also generates optimized content for AI visibility — helping teams create and update content that improves how AI engines describe their brand.
Use case 5: I need accessible pricing without a sales call
Winner: Lumos and Peec AI. Both publish their pricing openly. Lumos offers a $49 one-time Health Check (an initial diagnostic before committing to a monthly plan) and a $199/month Growth plan. Peec AI starts at EUR 89/month (~$95 USD).
Profound does not publish pricing. Based on market positioning and publicly available information, their plans start in the $500-800/month range for mid-tier, with enterprise pricing significantly higher. This is appropriate for their target customer but makes it inaccessible for smaller teams exploring GEO for the first time.
Feature comparison
| Feature | Profound | Peec AI | Lumos |
|---|---|---|---|
| Share of Voice | Yes | Yes | Yes |
| Sentiment analysis | Yes | Yes | Yes |
| Source/citation tracking | Yes | Yes | Yes |
| Competitive benchmarking | Yes | Yes | Yes |
| Fact/data verification | Limited | No | Yes |
| Technical SEO audit for AI | No | No | Yes |
| AI content generation | Yes | No | Yes |
| Custom prompt tracking | Yes | Yes | Yes |
| Prompt volume data | Yes (400M+ dataset) | No | No |
| Agent analytics | Yes | No | No |
| Unlimited team seats | No | Yes | Yes |
| Full data export | Yes | Yes (all plans) | Yes |
| Regional competitor filtering | No (global only) | No (global only) | Yes |
| Spanish-language prompts | Possible, not optimized | Possible, not optimized | Native |
| Local competitive context | No | No | Yes |
| SOC 2 compliance | Yes | No (pursuing) | No |
| Geographic coverage | Multiple regions | 80+ countries | LATAM focus |
| Daily alerts | Yes | Yes | Yes |
Where each platform is the best choice
Choose Profound if:
You're a large English-speaking organization that needs enterprise compliance (SOC 2, HIPAA), AI content generation tools, agent analytics, and a massive prompt volume dataset. You have the budget for custom enterprise pricing and need deep integrations with your existing tech stack. Profound is the market leader in this segment and their case studies show strong results for companies like Ramp (7x visibility) and OpusClip (45% brand visibility).
Choose Peec AI if:
You're a data-driven marketing team that values transparency, needs coverage across 80+ countries, and wants unlimited team seats without per-seat costs. Peec is particularly strong for teams that want custom prompt tracking with full data exports. Their $89/month entry point makes them accessible for mid-market companies, and their analytical approach appeals to technical SEO professionals. Their case studies highlight results like Momentum (10x visibility) and Merge (7x demo requests).
Choose Lumos if:
You need GEO data you can trust for a specific regional market. Global tools mix competitors from every region into your metrics, which means your Share of Voice and competitive benchmarks don't reflect reality. Lumos filters competitor data by region, so you're measuring against the companies that actually compete in your market.
Lumos also offers fact/data verification (checking whether AI gets your company info right), technical SEO audits for AI crawlers, and AI content generation to improve how AI engines describe your brand — capabilities that neither Profound nor Peec currently combine in one platform.
The $49 Health Check is a low-risk entry point to understand your AI visibility before committing to ongoing monitoring. If you're a mid-market company that needs accurate regional data rather than global averages, this is the most direct path to actionable results.
Frequently asked questions
Want to see how your brand appears in ChatGPT?
Try all three platforms and compare. If your company operates in LATAM, start with a Lumos Health Check — 20 prompts in Spanish, 1 competitor benchmarked, delivered in 24 hours.
Get your Health Check ($49)
We also recommend trying Profound and Peec AI to find the best fit for your team.