Key Takeaways
- Three platforms. Three completely different user mindsets. Google users are searching to act. Meta users are scrolling to discover. ChatGPT users are conversing to decide. Same budget, entirely different results depending on where you show up.
- Google owns the bottom of the funnel. Meta owns the top. ChatGPT owns the entire journey. Someone can go from “why does my back hurt?” to “where do I buy this chair?” — all inside one ChatGPT conversation. No other platform does that.
- ChatGPT targets what someone is saying right now — not who they are. Forget age, gender, and interests. If someone is actively talking about your problem space in their chat, your ad appears. That’s real-time intent at its most precise.
- Yes, $60 CPM is expensive. But you’re paying for a completely different kind of attention. Google users scan in seconds. Meta users scroll past. ChatGPT users read, think, and engage. The attention quality justifies the premium — if your offer is strong enough.
- Each platform rewards a different ad style. Google rewards clarity and relevance. Meta rewards emotion and visuals. ChatGPT rewards being genuinely helpful. Write your ChatGPT ad like a recommendation, not a sales pitch.
Overview: What each platform is?
What are ChatGPT Ads?
OpenAI, the parent company behind ChatGPT, has announced that they have officially started testing ads on ChatGPT. Unlike display banners or traditional search ads, ChatGPT’s advertising ecosystem works on Contextual placement and intent-based targeting.
What are Google Ads?
Google Ads is Google’s online Advertising program where businesses can create and run Ads to reach potential customers on Google search, Google Maps, Youtube and Apps. Google Ad services are mostly offered under a Pay-Per-Click(PPC) and Cost-Per-Click(CPC) Pricing model.
What are Meta Ads?
Formerly known as Facebook Ads, Meta Ads are paid advertising campaigns that allow businesses to reach specific audiences across Facebook, Instagram, WhatsApp, and Audience Network.
It uses behavioral data to show visually compelling Ads in feeds and stories based on interest, demographics, and behavior of audiences.
Intent Targeting: How are they approached?
Keyword vs Conversation Intent
Google: With Google, the intent is straightforward. You search for the query “best running shoes,” and Google assumes that you want to buy or learn about running shoes. Here, the user has clearly stated their exact intent in the search bar.
ChatGPT: ChatGPT, the intent isn’t just in the words. If someone asks, “ I’ve been sitting at my desk for 10+hours, my lower back is killing me,” they’re expressing a problem conversationally. In this, ChatGPT needs to understand what type of solution this person wants (stretches, ergonomic advice). The intent emerges from conversational context, not a search query.
Meta: Meta platforms work differently. They don’t rely on what people ask or search for. Instead, they infer intent from what people have shown interest in (pages they follow, posts they like). and behaviours (what they click, how long they watch videos).
Intent Mapping and User Journey
Google: It works best when people are already searching “best standing desk”. They’re under consideration→Conversion stage, actively comparing and ready to buy.
ChatGPT: It works in the form of Awareness→Consideration→Conversion form. Someone might start by asking, “Why does my back hurt?” (discovering the problem), then seeks solution (Comparison), then ask where to buy (ready to convert). It guides them through the entire journey in one chat.
Meta: Meta is really good at awaring audiences. Reaching people who don’t even know they need a standing desk yet. User scrolling Instagram/Facebook, sees an ad for ergonomic furniture, and suddenly becomes interested in something they never searched or asked for.
Targeting Capabilities: Audience Data and Signals
Google Ads Targeting Mechanics
Google targets based on signals you control. Advertiser bids on keywords (ergonomic chair), sets geographic location (UK only, or specific cities), and layers in demographics (age, gender, income).
ChatGPT Contextual Targeting
It targets based on conversation context (prompt). If some discuss about pain, posture problems, or workspace setup in their chat, that’s the signal. You’re not targeting “25-yr-old in London”; You’re targeting “someone actively asking ergonomic problems right now”. It’s about what they’re talking about in real time.
Meta Ads Targeting
Meta uses interest, behaviour, and lookalikes for targeting. They knows someone like fitness pages, watches ergonomic chair videos, and engages with health content. So, they’re interested in wellness products. Meta also uses lookalike (people similar to advertisers dream buyer) and behavioral targeting (people who recently made a furniture purchase).
Cost Structure and Pricing models
Google Ads Pricing Model
Google uses a Pay-Per-Click (PPC) model, meaning you only pay when someone clicks your Ad or visits your website. You bid on keywords in an auction; the highest bid wins better placement (usually top 3). On Google Ads, cost varies widely by industry and keyword competition. A click for “Best running shoes” might cost 0.25$, while “Divorce lawyer” costs $15+.
Campaign structure also matters on Google Ads: Search campaign (text ads on Google), shopping campaigns (product listings), display campaigns (banner Ads across the web).
ChatGPT Ads Pricing Expectations
ChatGPT operates on a premium CPM model (cost per 1000 impressions), currently around $60 CPM based on early reports. This is significantly higher than Google or triple or what’s usually cost on Meta.
Meta Ads cost structure
Meta uses flexible pricing: CPM (Pay per 100 impressions) or CPC (Cost per Click) based on your campaign’s objectives. Cost of running Ad on Meta is typically lower than what’s cost on Google.
User Behaviour Differences and Engagement Psychology
Search behaviour vs Conversational Engagement
- Google Ads
Google users use the scan and act technique. They land on your ad, quickly scan the headline, description, and price, and decide in seconds whether to click on your ad or not. They’re on a mindset of solve problems fast. If your ad doesn’t immediately signal relevance, they skip it.
- ChatGPT Ads
ChatGPT users read and learn. They’re asking questions, expecting detailed, relevant answers. They’ll read paragraphs, follow reasoning, and engage with nuanced information. They’re exploring. This Open space for longer form explanations, storytelling, and building understanding before they pitch.
- Meta Ads
On meta, users scroll and get inspired. They’re not actually searching for anything. They’re causally browsing. So, engagement happens through emotional resonance, visual appeal, or surprising discovery. Impulse and emotion drive behaviour more than logic.
Conclusion
Each platform targets users at different stages of their journey. Google Ads captures high-intent searchers actively looking for solutions through keyword bidding. ChatGPT Ads understand conversational context, guiding users from problem awareness to purchase within one chat, using premium CPM pricing. Meta Ads excel at creating awareness among users who haven’t yet realized their needs, leveraging behavioral data and interests through lower-cost CPM or CPC models.
Frequently Asked Questions
Open AI is the first to move into “Generative Engine Advertising”. Anthrotropic (Claude) has doubled down on being Ad-free. Google Gemini is integrating ads into its existing Google Ads ecosystem via “AI overviews”, making it battle between a native conversation approach (OpenAI) and search-legacy approach (Google)
OpenAI is positioning this as a premium “high-intent” placement. Early reports suggest a CPM of roughly $60, which is nearly 3x higher than the average Meta ad. However, tracking is currently less detailed than Google’s.
The goal is to augment it. It creates a “freemium” bridge, offering a choice: pay for a premium subscription or “pay” with your attention via ads to cover massive $700,000 daily compute costs.