ChatGPT Ads vs Google Ads: Which Works Better Today in Poland?

Yesterday, OpenAI announced the expansion of ChatGPT Ads to Europe, including Poland. We can finally compare chat ads with traditional Google Ads. Which channel delivers sales conversations faster, rather than just clicks? Below is a straightforward answer and a testing plan.

Conversation vs Keyword: What Users Really Ask

ChatGPT Ads are contextual ads within a chat. Contextual means they are tailored to the conversation—like a store clerk who hears your question and points you to the right shelf.

Google Ads primarily appear in search results based on keywords (phrases typed into Google). They function like a sign: someone types "plumber Gdańsk"—they see an ad and call.

In chat, users often ask questions like "what should I choose and why," while in search, they ask "where to buy and for how much." This indicates different intentions and stages in the decision-making process.

• Chat example: "I'm looking for an invoicing program with inventory management, what do you recommend for 10 people?"
• Google example: "invoicing program price," "buy invoices online now."
• Conclusion: ChatGPT Ads capture the research and comparison stage; Google Ads focus on the decision and purchase stage.

When ChatGPT Ads Will Win, and When Google Ads Will

If your offer requires conversation or comparison, chat will be a natural environment. If a customer wants to quickly "buy and have it," the search engine wins.

• ChatGPT Ads: B2B services (IT implementations, training, marketing), SaaS with plans and integrations, solar panels/heat pumps, financial and tax consulting, premium education, expensive equipment requiring consultation.
• Google Ads: urgent local services (plumber, towing), e-commerce with a simple cart, queries like "near me," obvious price products.
• Simple rule: if more than 50% of customers need a brief consultation before pricing—start testing with ChatGPT Ads. If most buy independently in a few minutes—prioritize Google Ads.
• Conclusion: often, a combination wins—chat for starting conversations and comparisons, Google for closing transactions.

Measure Lead Quality, Not Clicks

A lead is a contact from a genuinely interested person (e.g., a form submission, scheduled call). A qualified lead meets your minimum criteria (e.g., industry, budget, timeline). A click doesn’t indicate quality—a conversation does.

Establish 3-5 simple qualification criteria, such as: company/person profile, need within 90 days, preliminary scope/budget. Count only those contacts as "qualified."

• Tag traffic with UTM (a short addition to a link that helps differentiate sources in analytics, e.g., chatgpt vs google).
• Collect everything in a CRM (a system for managing contacts), with a field for "source."
• Measure: campaign cost / number of qualified leads. Additionally: percentage of scheduled meetings and time to first conversation.
• Report weekly: ChatGPT Ads vs Google Ads based on the cost of qualified leads and time to conversation—not by CPC (cost per click).
• Conclusion: a channel wins if it delivers conversations that meet your criteria more cheaply and quickly.

AEO/GEO: Prepare Your Page and Offer for Conversation

AEO (Answer Engine Optimization) is preparing content so that answering systems—like ChatGPT—are eager to cite and recommend it. GEO (Generative Engine Optimization) is a similar idea for generative engines.

The key: your landing page must respond like a human—clearly, in the form of questions and short answers. This way, someone from the chat won't "bounce off" but will send an inquiry or schedule a conversation.

• Headlines as questions: "Who is it for?", "How does it work?", "What are we comparing?"
• A "Comparison" section in 5-7 bullet points, without marketing jargon.
• A short checklist "is this for me" + price ranges or "what affects the price."
• Mini case study: problem → solution → result in 3 sentences.
• Two CTAs (calls to action): "Schedule a 15-minute call" and "Send a request for a quote."
• A small quiz (a short form with 3-5 questions) that helps choose an option and immediately qualifies the lead—this increases the chance of a chat conversation. A quiz is a simple survey on the page, not a knowledge test.

There is no single winner. ChatGPT Ads shine for offers requiring conversation and comparisons; Google Ads close quick, simple purchases. Decide based on the numbers: cost of qualified leads and time to conversation. If you need a brief consultation, I’d be happy to help assess your funnel and prepare your landing page for AEO.