ChatGPT Ads continued to expand in 2026, offering businesses a new channel for advertising. However, setting up Ads Manager, creating ads, and tracking conversions efficiently to boost user acquisition remain key concerns for many advertisers. This guide breaks down the end-to-end workflow of running ChatGPT ads, helping you build your account from scratch and continuously optimize ad performance.
I. Why Run ChatGPT Ads?
As ChatGPT Ads expands its coverage, businesses now have the opportunity to explore new traffic channels in AI conversational scenarios. For e-commerce, SaaS providers, B2B companies, and brands looking to scale, this offers a fresh advertising channel to explore.
In September 2026, OpenAI announced the expansion of ChatGPT Ads to Southeast Asia and Taiwan, China (including Singapore, Malaysia, and other regions). However, ad coverage in a region does not mean every local business can directly open an account. Before preparing, check the official Ads Manager regional availability documentation to confirm your account eligibility and requirements.
In addition to standard ad formats, OpenAI launched a test for Sponsored Agents ads. These ads appear directly below ChatGPT responses with clear disclosures. When users click on them, they can start a conversation with a brand's AI representative to learn more about products or services. Currently, this feature is only open to select advertisers for testing.
From ad placements to user interactions, a key feature of ChatGPT Ads is that ad delivery aligns with conversational contexts, whereas traditional search ads primarily revolve around keywords typed by users. Key differences include:
| Comparison Dimension | Traditional Search Ads | ChatGPT Ads |
| Intent Entry Point | Search keywords typed by users | Conversation context and user intent |
| Matching Mechanism | Search terms, ad settings, etc. | Conversation context, ad creatives, and related hints |
| Traffic Destination | Usually redirects to a website or app | Redirects to a landing page; select test formats support brand AI chat |
II. ChatGPT Advertising: Step-by-Step Setup Guide
Step 1: Account Creation and Setup
Go to the official OpenAI Ads website, log in or sign up for an OpenAI account, and follow the prompts to create an ad account. During setup, verify the account name, brand name, legal business name, location, currency, time zone, and billing details. Some settings cannot be modified after creation, so review them carefully before submitting.
Successful registration does not guarantee immediate ad delivery. You must also ensure account eligibility, review status, and billing settings meet requirements. If operating across multiple regions, verify the actual ad delivery permissions for your account first, rather than switching proxy IP to bypass regional or account restrictions.
Step 2: Define Ad Objectives and Targeting Configurations
Log in to Ads Manager, create a Campaign, and select an objective based on your business needs. Official objectives include:
- Views: Focuses on ad impressions and brand exposure, measured via CPM (Cost Per Mille) metrics.
- Clicks: Focuses on driving user clicks, evaluated via CPC (Cost Per Click) to assess traffic acquisition costs.
- Conversions: Optimizes around conversion events such as registrations, form submissions, or purchases.
After selecting an objective, set your budget, campaign schedule, and target regions, then create an Ad Group. It is recommended to segment ad groups by product category, user intent, or marketing scenario to easily compare the performance of different ad variations.
If Context Hints are available in the dashboard, enter relevant topics, user needs, and usage scenarios to help the system understand ad relevance. However, context hints are not exact keywords and do not guarantee ad impressions.
Step 3: Ad Creative and Landing Page Design
Fill in the brand name, headline, description, image assets, and destination URL according to the fields provided. Ad content should clearly state what problem the product solves, who it is for, and what users will learn or receive after clicking, avoiding pure reliance on brand slogans.
Once creatives are ready, verify that the landing page aligns with the ad's promise. Check whether core features, pricing or plans, call-to-action buttons, and registration flows are clear, and ensure the page loads properly to prevent users from dropping off.
Step 4: Configure Conversion Tracking
To measure registrations, form submissions, or purchases driven by ads, set up conversion tracking before launching. OpenAI supports OpenAI Pixel (browser-side), Conversions API (server-side), or a hybrid implementation.
Follow this sequence to set up tracking:
- Create Data Sources and Conversion Events: Configure data sources in Ads Manager and select standard or custom events that match your business goals.
- Deploy Tracking Methods: Install the Pixel or configure the Conversions API based on your website architecture to fire events when users complete target actions.
- Verify Event Reception: Perform a test conversion to verify that events are recorded accurately and match the conversion goals configured in the Campaign.
- Check Click Identifiers and Deduplication: Preserve the oppref click parameter in landing page URLs to prevent parameter loss during redirects. If both Pixel and Conversions API report the same conversion, deduplicate them using identical event IDs.
Additionally, add UTM parameters to distinguish ad traffic in website analytics tools. When collecting and sending back conversion data, adhere to applicable privacy regulations and obtain necessary user consent where required by law.
Step 5: Publish Ads and Evaluate Performance
Before publishing, review ad approval status, destination URLs, budgets, schedules, and regional settings. Once the campaign goes live, continuously monitor impressions, clicks, click-through rate (CTR), average cost per click (CPC), total spend, and conversions, evaluating performance based on your chosen objective.
If ads receive no impressions, check approval status, account eligibility, billing, and regional constraints. If you get clicks but few conversions, troubleshoot the landing page experience and ad-to-page consistency. For initial campaigns, prioritize verifying ad delivery and accurate data tracking before adjusting budgets and creatives.
III. How to Improve ChatGPT Ad Conversions
Standardize Multi-Account Management and Login Environments
If your business operates ChatGPT advertising across multiple countries or regions, it is recommended to structure accounts by market and assign a relatively fixed network environment to each account. This minimizes verification issues and management risks caused by frequent proxy switching or cross-account logins.
When running multi-region campaigns, localized proxy IP allow teams to access ad dashboards from the target market's network environment, verify whether landing pages load properly, and ensure content matches local user expectations.
For these operational requirements, global teams often rely on dedicated static residential proxy options provided by IPFoxy. These proxy IP are stable, authentic, and non-rotating, covering 200+ countries and regions. Configuring these proxy connections within anti-detect browsers creates a secure "one account, one proxy, one environment" management framework, reducing administrative risks from mixed environments and preventing check failures or interrupted tasks caused by network shifts.
Reverse Conversion Goal Optimization Strategy
Look beyond CTR and evaluate campaign success using conversion rates and cost per acquisition (CPA). Address common issues promptly:
- Insufficient Impressions: Check account eligibility, approval status, budget, and bid settings.
- High Clicks, Low Conversions: Verify consistency between ads and landing pages, ensuring smooth registration or inquiry workflows.
- High CPA: Compare different creatives and ad groups, prioritizing adjustments on underperforming components.
Limit changes to a few variables per test cycle and log data before and after adjustments to clearly evaluate optimization results.
Build Trust with High-Quality Content to Capture Ad Traffic
After driving visitors through ads, businesses must build brand trust through product pages, FAQ sections, and case studies. Implementing GEO optimization helps refine brand information around common user queries, providing clear and reliable answers. This increases brand visibility in AI search and QA scenarios, improving the likelihood of being understood and cited by AI models.
Note that running ChatGPT Ads does not guarantee brand inclusion in organic ChatGPT answers. A more practical approach is to evaluate ad acquisition performance and organic AI traffic independently, optimizing based on business metrics.
IV. FAQ
Q1: Can I run ads immediately after registering for Ads Manager?
Not necessarily. You need to confirm whether your region supports account opening and complete necessary account reviews, billing setups, and ad approvals.
Q2: Do ChatGPT ads guarantee brand appearance in AI responses?
No. Paid ads appear as standalone ad units and do not equate to brand recommendations in organic responses. Sponsored Agents is a separate ad format where clicking an ad initiates a conversation with a brand's AI representative, currently open to select advertisers for testing.
Q3: Which metric should I prioritize for ChatGPT ads?
It depends on your campaign objective. Brand reach campaigns should focus on impressions and reach, traffic campaigns on clicks and CPC, and user acquisition on conversion rate, CPA, and lead quality while ensuring accurate data tracking.
V. Summary
Running ChatGPT ads involves more than just creating ad copy; it requires connecting account configuration, creative production, conversion tracking, and data optimization. After launching, continuously analyze clicks, conversions, and acquisition costs to adjust budgets and landing pages. Simultaneously, combine GEO with brand content strategies to boost organic AI visibility, evaluating paid ads and organic recommendations separately to build a complete funnel from traffic acquisition to business conversion.
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