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Articles on process automation, its costs and how to check whether an implementation will pay off.

AI in Google Ads15 October 2026Robert Szymański

AI agents and MCP with access to Google Ads: 5 things that go wrong and how to check them

Connecting Claude or ChatGPT to Google Ads via MCP? 5 problems: project access, full write rights, stale data, a lost list, a silent write failure.

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AI in Google Ads15 October 2026Robert Szymański

How to delete client data from ChatGPT: what goes, what stays and what to tell your client

A deleted ChatGPT chat usually leaves OpenAI's servers within 30 days, but memory and Library files stay. 4 cleanup steps and a message for your client.

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AI in Google Ads14 October 2026Robert Szymański

Pasting client Google Ads data into an AI chat? 6 things to check in your contracts and settings

Pasting a client's Google Ads export into ChatGPT, Claude or Gemini? 6 places in contracts and terms to check before the client asks.

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Tools14 October 2026Robert Szymański

Free AI chatbot for your online store: how to set it up step by step

OpenAI key, product feed, code on your site: 8 steps to an AI shopping advisor on Shoper, IdoSell, WooCommerce, PrestaShop and Shopify.

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AI in Google Ads13 October 2026Robert Szymański

Why AI gets Google Ads numbers wrong and how to check them before you send a report to a client

AI gave you a campaign cost that is not in the UI? 6 causes, from micros to hidden search terms, and a checklist before you send numbers to a client.

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AI in Google Ads12 October 2026Robert Szymański

Which AI model for which job in Google Ads? We tested 8 models on a real account

Claude, GPT and Gemini on data from a real Google Ads account. Which model reads data, judges search terms and plans campaigns best, and where each fails.

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Tools8 June 2026Robert Szymański

Make vs n8n vs Zapier: which one to choose?

Make, n8n or Zapier? The differences in plain words: who each one is for and when to choose which.

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Automation strategy8 June 2026Robert Szymański

When is automation not worth it?

Not every process is worth automating. The simple 12-month rule and the signs that it is better not to.

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Automation costs6 June 2026Robert Szymański

How much does automation maintenance cost?

How much it costs to look after automation after implementation, what it covers and why without it a process quietly stops working.

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Automation costs5 June 2026Robert Szymański

How much does process automation cost?

Real price ranges for automation, what drives them and how to check whether it will pay off in your company. With a worked example.

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