
Krzysztof Czapnik
Chief Product Officer, Attent
Krzysztof is responsible for the product at Attent: how we measure brand visibility in ChatGPT, Gemini, Perplexity and Google AI Overviews answers, and how we turn those measurements into reports and articles that AI can cite.
At Green Parrot he is Head of SEO. He writes about AI-powered search, Google AI Overviews, language models and web analytics. He is the author and editor of the Attent blog: every post goes through his editing and source verification.
LinkedInArticles on the Green Parrot blog (in Polish)Book a call
Articles by this author
IndustriesNovember 5, 2026How B2B procurement teams choose suppliers with the help of AI
A practical guide: how AI streamlines supplier selection in B2B, the benefits, challenges, tools and the role of monitoring brand visibility in AI answers.
7 min read
IndustriesNovember 3, 2026Home buyers ask AI about the developer
See how to use AI to compare offers, assess a developer's reputation and personalize your choice. Practical methods, tools and visibility monitoring.
8 min read
IndustriesOctober 29, 2026How AI compares mobile carriers and plans
See how to use ChatGPT to compare mobile carriers and plans: selection criteria, practical prompts and monitoring your brand's visibility in AI answers.
7 min read
IndustriesOctober 27, 2026Medical facilities in ChatGPT – how patients choose a doctor with AI
How patients ask ChatGPT about doctors and clinics, where AI gets its recommendations and how to check what it says about your facility.
8 min read
IndustriesOctober 22, 2026Pharmacies and OTC brands in AI answers – what is allowed and what is not
How AI answers questions about over-the-counter drugs and online pharmacies, where its role ends and how to verify a recommendation in a reliable source.
7 min read
IndustriesOctober 20, 2026Shopping in ChatGPT: what it means for online stores in Poland
How does shopping in ChatGPT change e-commerce in Poland? What to adjust in content and product data, how to measure store visibility and plan your strategy.
8 min read
IndustriesOctober 15, 2026AI as the new comparison site: how stores get into recommendations
Practical steps: content, product feed, structured data, reviews and visibility monitoring, so your online store makes it into AI shopping recommendations.
10 min read
Leadership and agenciesOctober 13, 2026Glossary: AI visibility from A to Z
A glossary of AI visibility terms: GEO, AEO, share of voice, blind spots, sources and citations. Short definitions and how GEO differs from SEO.
10 min read
Leadership and agenciesOctober 8, 2026Google AI Overviews in Poland: what they change in Google traffic
AI Overviews reduce CTR (28% → 19%) and shift traffic in Poland. See the data, industry takeaways and tips for building visibility in AI answers.
11 min read
Leadership and agenciesOctober 6, 2026How an agency can sell AI visibility as a service to clients
How an agency can offer AI optimization: process, measurement, challenges and monitoring of brand visibility in AI answers. A practical guide.
9 min read
Leadership and agenciesOctober 1, 2026Manual checks in ChatGPT vs a monitoring tool
Manual ChatGPT checks or an AI visibility monitoring tool? A comparison of the methods: time, measurement frequency and data reliability.
8 min read
Leadership and agenciesSeptember 29, 2026How to show AI visibility to the board: metrics and report
Which KPIs to show the board, how often to report and in what format: share of voice, blind spots and the sources AI cites, all in one report.
7 min read
PR and communicationsSeptember 24, 2026Media monitoring vs. AI monitoring
Media monitoring tracks publications; AI answer monitoring measures whether and how AI systems mention your brand. Learn the key differences.
8 min read
PR and communicationsSeptember 22, 2026AI says something false about your company – what to do
How to respond to ChatGPT errors about your company? Report the error, point to sources, update your content and monitor brand visibility in AI answers.
7 min read
Improving visibilitySeptember 17, 2026Blind spots: questions where AI recommends competitors
See how to find the questions where AI recommends competitors instead of your brand. Practical steps, monitoring, blind spots and work on sources.
7 min read
Improving visibilitySeptember 15, 2026Wikipedia and Wikidata and your brand's visibility in AI
Wikipedia and Wikidata shape what AI says about a company. See how to monitor mentions and sources to strengthen your brand's visibility in AI answers.
8 min read
Improving visibilitySeptember 10, 2026Reviews and forums, and what AI says about your brand
See how the authenticity and context of reviews shape whether AI mentions your brand. Practical tips and monitoring of your visibility in AI answers.
8 min read
Improving visibilitySeptember 8, 2026AI bots in robots.txt: which ones not to block
GPTBot, OAI-SearchBot or PerplexityBot: which AI bots should you not block in robots.txt? Example rules, the most common mistakes and how to check the effects.
6 min read
Improving visibilitySeptember 3, 2026schema.org structured data and AI answers
See how schema.org structured data affects visibility in AI and SEO, and how to implement and monitor it.
9 min read
BasicsSeptember 1, 2026AI answers change every week: what that means for measurement
ChatGPT answers about brands change often. See what affects mentions, how to monitor the changes and how to create content that AI cites.
7 min read
PR and communicationsAugust 27, 2026PR in the age of AI: which publications AI actually reads
Which publications does AI actually read and cite when it talks about brands? Earned media, trade media and how to plan PR for AI answers.
9 min read
Improving visibilityAugust 25, 2026Content that AI cites: FAQs, comparisons, rankings
See which formats and sources ChatGPT cites most often and how to write to increase your chances of being cited. Practical tips and examples.
7 min read
BasicsAugust 20, 2026Share of voice in AI: how to calculate your brand's share of answers
Build a prompt basket, test it across several AI models and calculate your brand's share of mentions with simple formulas. Practical steps, analysis and tools.
9 min read
BasicsAugust 18, 2026Why ChatGPT, Gemini, Perplexity and Google AI answer differently
Why ChatGPT, Gemini and Perplexity give different answers, and how to use that in SEO. Examples, best practices and brand visibility monitoring.
9 min read
BasicsAugust 13, 2026GEO, AEO, LLMO: what the acronyms mean and which one applies to your company
Learn what GEO, AEO and LLMO mean, how they differ and where they apply in SEO and AI search. Practical tips and brand visibility monitoring.
8 min read
Improving visibilityAugust 11, 2026What to change on your website so AI cites your brand more often
What to change on your website so AI cites your brand more often: content with concrete answers, structured data, external sources and measuring the results.
10 min read
BasicsAugust 6, 2026Where AI gets its knowledge about brands
Find out where ChatGPT gets its data about companies and how to monitor brand visibility in AI answers. Practical tips and sources from analyses.
9 min read
BasicsAugust 4, 2026How to check if ChatGPT recommends your brand
A practical AI visibility test: how to check whether ChatGPT recommends your brand, how to analyze the results and what to do to get mentioned more often.
7 min read
BasicsJuly 30, 2026Brand visibility in AI: what it is and how it differs from SEO
AI visibility means being mentioned in answers, not ranking in a list. See how it differs from SEO and how to measure it across AI engines.
11 min read