B2B SaaS2026
01 / Product + Design + Engineering
GeoSurfaced
AI-powered platform that tracks how ChatGPT, Claude, and Gemini see a brand, benchmarks visibility against competitors, and turns findings into prioritized fixes.
Independent product engineering studioPunta del Este, Uruguay ↗ Worldwide
Digital products.
Built to ship.
Product strategy, design and senior engineering for SaaS, AI and complex web products. From the first question to production.
13+years of engineering experience.
Founder-led. Hands-on. End to end.
Founder-led. Hands-on. End to end.
Selected production work2026
GeoSurfaced
B2B SaaS
01 / 05
01 / Selected work
Products we’ve shipped.
Real products. Real interfaces. A closer look at the decisions behind the build.
B2B SaaS2026
02 / Product + Design + Engineering
Onbrix
SaaS platform to create no-code in-app guides and improve user onboarding, adoption, and activation.
Mobile App2026
03 / Product + Design + Engineering
Oye Vecino
Know what’s happening nearby, find a helping hand, and connect with the people who matter. All in one place.
Web Platform2025
04 / Frontend + UX/UI
Snappin
Web platform built for performance and clarity, designed to scale with real business growth.
E-commerce2026
05 / Product + Design + Engineering
Medialunas Nona
Commercial website focused on direct sales, simple checkout flow, and operational efficiency.
02 / Capabilities
What we can
build together.
We design the product, choose the architecture and ship the code. One connected process, from problem to production.
Find the right starting point01Product engineering
From concept to production: architecture, development, and launch with business focus.
SaaS · Web apps · Internal tools · MVPs
02AI products
AI workflows, automation, and AI search / GEO systems — built on the same architecture we use in GeoSurfaced.
LLM integrations · Workflows · GEO systems
03Frontend & experience
Dashboards and data visualization built for clarity, speed, and conversion.
React · React Native · Dashboards · Data
04Backend & systems
Stable, scalable systems, clean integrations, and data layers ready for growth.
Django · Node.js · APIs · Integrations
05Product design
Flows and visual systems that turn complex ideas into simple products.
UX/UI · Prototypes · Design systems
06Performance & growth
Analytics, conversion improvements, and continuous optimization after launch.
Technical SEO · Analytics · Optimization
The tools behind the work
Technology is a tool.
The right product is the goal.
A focused stack, chosen for the job. Select a technology to see where we’ve used it.
Frontend
Backend & data
Mobile
Infrastructure
AI integrations
03 / AI + Search
Building for the AI search era.
Search is expanding beyond a list of links. Products need clear information that people, search engines and AI systems can understand.
We bring hands-on experience from GeoSurfaced, our AI visibility platform: testing questions, analyzing brand mentions and turning complex answers into useful actions.
Inside GeoSurfaced“Which product should I use?”
ChatGPTClaudeGemini
GeoSurfaced / Answer analysis
Mentions. Competitors.
Visibility. Next steps.
An explanatory product flow. AI answers vary by model, question and time.
Built to be understood
Search visibility starts
with a well-built product.
Semantic HTML, crawlable pages, clear entities, structured data and useful content support both traditional SEO and AI discovery. Monitoring shows where the information still falls short.
These are engineering foundations, not guarantees of rankings or AI recommendations.
Read our own GEO baseline04 / How we work
A clear path
to production.
Direct communication. Visible progress. Technical ownership from the first conversation to the next release.
- 01
Align
The business problem
Users, goals, constraints and the signal that tells us the product is working.
- 02
Define
Product, design & architecture
A clear scope, product flows and technical decisions before the build.
- 03
Build
Working software
Short iterations, frequent demos, testing and documented decisions.
- 04
Launch & learn
Production, then improvement
Release, observe real usage and choose what to improve next.
Mauro Aguiar
Founder & Lead Engineer05 / The person behind the work
Senior engineering.
Clavra is led by Mauro Aguiar, a full-stack product engineer with 13+ years of experience across Mercado Libre, Pedidos Ya and The Sandbox.
You work directly with the person shaping the product, choosing the architecture and writing the code. Product judgment and implementation stay in the same conversation.
06 / Field notes
Thinking behind the build.
AI engineering / 10 min read
AI product development beyond the prototype
The engineering work required to turn an impressive AI demo into a dependable product people can use every day.
Read the articleProduct strategy / 8 min read
How to choose a software development partner
MVP development / 9 min read
MVP development: cost, timeline, and scope
Technology decisions / 7 min read
Custom software vs SaaS: how to decide
Let’s make it real
Your next product
starts with a
conversation.
Tell us what you’re trying to solve. We’ll discuss the scope, the technical questions and a useful first step.
hello@clavra.dev