Case studies

AiVisible.pl - AI Visibility agency for B2B companies

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.

Tech stack: Python, Django, PostgreSQL, data automation, API integrations, language models, SEO analytics, content operations

24-48hDiagnosis
4 AIModels
40+ articlesResources
PythonDjangoPostgreSQLdata automationAPI integrationslanguage modelsSEO analyticscontent operations

Business problem

B2B companies are increasingly discovered through AI answers, not only classic Google results. Decision-makers ask ChatGPT, Gemini, Claude, and Perplexity for vendors, tools, and experts, but most brands do not know whether they are recommended, ignored, or described incorrectly.

Approach and solution

I run AiVisible as a combination of agency, technical infrastructure, and knowledge hub. The work covers audits, GEO/AEO implementation, monitoring, a white-label model for agencies, blog publishing, and a knowledge base organizing the AI Visibility methodology.

Delivery scope

  • Designing the AI Visibility diagnosis service: checking brand presence across multiple AI models, comparing competitors, and identifying first implementation priorities.
  • Developing a measurement methodology covering Share of Model, recommendation context quality, content citeability, brand entities, and trust signals.
  • Creating the blog and knowledge base around GEO, AEO, AI Search, and positioning in ChatGPT to educate the market and build domain authority.
  • Building the technical and operational layer: data automations, control prompt sets, report structures, publishing checklists, and monitoring processes.
  • Owning offer design, sales messaging, content direction, technical consulting, and cooperation with companies and marketing agencies.

Business impact

  • AiVisible is positioned as a specialized AI Visibility agency for B2B companies, not a generic SEO product.
  • Clients can move from fast diagnosis to implementation and ongoing brand visibility monitoring in AI answers.
  • The blog and knowledge base support lead generation, market education, and authority building around AI Visibility, GEO, and AEO.
  • The portfolio now shows the fuller scope of my role: backend engineering, strategy, offer design, content, consulting, and growing my own agency.
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