Backend and product case studies

I run AiVisible.pl as a specialized agency that diagnoses, builds, and monitors B2B brand visibility in answers from ChatGPT, Gemini, Claude, and Perplexity.

Business value: Companies get a clear answer on whether AI recommends their brand, who wins the competitive shortlist, and which actions can improve visibility beyond classic SEO.

Outcome: An agency combining AI Visibility audits, GEO/AEO implementation, monitoring, education through a blog and knowledge base, and technical infrastructure for repeatable diagnostics.

From MVP to a fully launched AI SaaS with online billing.

Business value: Fast launch of a monetizable digital service combining expert knowledge with personalized user experience.

Outcome: Operational SaaS product with a predictable revenue model and secure data handling.

B2B calculator, Autenti integration, and auto-validation for Useme Plus.

Business value: New revenue line based on a membership product, customer service automation, and faster user onboarding.

Outcome: Functional Useme Plus product with cost calculator, electronic document flow, and automated membership validation.

New search engine and SEO tags deployed safely via feature flags.

Business value: Simplified job and freelancer search, better Google visibility through SEO tags, and safer deployments via feature flags.

Outcome: Rebuilt search engine with full filtering by categories, tags, and phrase, SEO tag system with CSV import, and secure deployment process.

Automated ad monitoring and real-time Discord notifications.

Business value: Faster response to relevant listing changes and lower operational load through event-based alerts.

Outcome: Near-continuous automation that catches new ads, sends ready emails, and provides full real-time operational oversight.

Automated data pipeline for outbound scaling.

Business value: More qualified leads at lower operational cost and with higher data quality.

Outcome: Repeatable lead acquisition and handling process, ready for campaign volume scaling.

API integrations and async jobs that streamline cross-system data flow.

Business value: Shorter process cycle time and fewer manual errors in business-critical workflows.

Outcome: Predictable operational workflows with clear reporting and data quality control.