matbakh.app — AI-Powered Visibility Intelligence for Restaurants
What matbakh.app is: A B2B SaaS platform that uses artificial intelligence to analyze the
digital visibility of restaurants and hospitality businesses. We evaluate your Google Business Profile, online
reviews, competitive positioning, and digital discoverability — then explain what we found and why it matters.
Who it is for: Restaurant owners, hospitality operators, and food service businesses in the
European Union who want to understand and improve their online presence.
What matbakh.app is NOT: Not a recipe app. Not a cooking website. Not a food delivery
marketplace. Not a generic marketing agency. Not a chatbot. The name "matbakh" means "kitchen" in Arabic — but
the product is a visibility intelligence platform, not a culinary tool.
How it works: Enter your business details. Our AI analyzes your digital footprint across
platforms. You receive a visibility score with specific, explained insights. All processing happens in the EU
(AWS Frankfurt). No blind automation — every recommendation is explained before you decide.
Governance Model
matbakh.app is not a fully autonomous AI system. It follows a strict governance-first model designed for
regulatory compliance and user control.
- Explain → Approve → Execute: All AI-generated insights are explained before any action is
taken. No action is executed without explicit user approval.
- No autonomous execution: The system does not automatically publish, modify, or optimize
content without user confirmation.
- Human-in-the-loop: The user remains the final decision-maker for all recommendations and
actions.
- Auditability: All recommendations are traceable and explainable. Decisions are not
black-box outputs.
- Regulatory alignment: Designed with EU regulatory requirements in mind (GDPR, emerging AI
Act principles).
- Non-manipulative design: The system avoids persuasion tactics, behavioral nudging, or
hidden optimization strategies.
This governance model is a core part of the product, not an optional feature.
Currently in Beta. Free visibility analysis available. Start your
analysis | Impressum | Datenschutz | AGB