The ChatGPT Ads library

Read the guide Conversion tracking

Get started with Advarde

Set up your workspace, connect an advertiser account, and prepare your first campaign in Advarde.

Read the guide Campaigns

Edit or pause your ads

Find a campaign, ad group, or ad, prepare the intended change, and check its result after approval.

Create a custom conversion

Define the customer action you want to measure using a website source and an event in Custom Conversions.

Read the guide Conversion tracking

Check missing conversion events

Check the event definition, website implementation, and reporting window when conversions do not appear as expected.

Read the guide Reports

Understand your campaign results

Read campaign performance, compare dates, and export the displayed results without confusing missing data with zero.

Read the guide AI assistants

Connect an AI assistant

Connect ChatGPT, Claude, Codex, or another compatible MCP client to the correct Advarde workspace.

Read the guide Account, team & billing

Invite a teammate

Invite a colleague to your workspace and choose the permissions they need to do their work.

Read the guide Account, team & billing

Manage your plan and billing

Find your workspace’s subscription status, review available plan changes, and understand trial and renewal information.

ChatGPT Ads: How They Work, What They Cost, and How to Start

Independent guide to ChatGPT ads: where they appear, how to buy in Ads Manager, published pricing and minimums, ad specs, and early practitioner notes.

7 min read

ChatGPT Ads Cost & Pricing

ChatGPT Ads cost & pricing from OpenAI: CPM, CPC, oCPC/oCPM, currency minima, and what averages are not published. Checked Oct 2026.

ChatGPT Ads Minimum Spend by Market

ChatGPT ads minimum spend: OpenAI publishes daily-budget minima by currency (USD 25, GBP 15, EUR 15). Checked Oct 2026.

ChatGPT Ads Manager Setup Guide

ChatGPT Ads Manager (OpenAI Ads Manager) setup: account, campaign, targeting, and ads — with a checklist. Checked Oct 2026.

How to Buy Ads on ChatGPT

How to buy ads on ChatGPT: who has access, how to apply, and what you need before Ads Manager. Checked Oct 2026.

ChatGPT Ads Examples by Industry

ChatGPT ads examples from sourced reports: OpenAI’s own illustrations and WIRED’s observed categories. Links to specs.

ChatGPT Advertising Campaigns Guide

How to build ChatGPT advertising campaigns: structure, messaging, and which intents to target. Links the Ads Manager guide.

ChatGPT Ads Results: Early Numbers

ChatGPT ads results so far: sourced early returns and one-account benchmarks, each with source and date. Not averages.

How to advertise on ChatGPT: the complete launch guide

A step-by-step ChatGPT Ads launch guide with OpenAI Ads Manager and Advarde screenshots: account setup, tracking, budgets, creative, launch, and reporting.

25 min read

What are ChatGPT Ads? A practical introduction

Understand paid ChatGPT Ads, advertiser access, campaign components, and the difference between ads and organic recommendations.

ChatGPT Ads cost: plan from your economics, not a promised CPC

Calculate what you can afford to pay for ChatGPT Ads using your own conversion rate, contribution, and test budget.

ChatGPT Ads campaign structure: campaigns, ad groups, and ads

Map objectives, budgets, ad groups, context hints, and creative into a ChatGPT Ads campaign you can review and diagnose.

ChatGPT Ads context hints: write conversations worth testing

Write context hints around customer situations, buying questions, and the offer your landing page can support.

ChatGPT ad specs: 1200×1200 image size and character limits

ChatGPT ad specs: square image no larger than 1200×1200, title max 50 characters, description max 100. Preview creative before you submit.

4 min read

Measurement

ChatGPT Ads conversion tracking: setup, testing, and attribution

Set up ChatGPT Ads conversion tracking, reproduce a missing-event case, and check consent, pixel IDs, receipts, and attribution in Advarde.

5 min read

ChatGPT Ads conversions not showing: a diagnostic checklist

Find why ChatGPT Ads conversions are missing. Follow a tested missing-event example, inspect your pixel, and separate browser calls, receipts, and attribution.

5 min read

Duplicate ChatGPT Ads conversions: event IDs, retries, and triggers

Find duplicate conversion triggers and use stable business event IDs across refreshes, retries, and browser/server delivery.

ChatGPT Ads and GA4 discrepancies: reconcile the definitions first

Reconcile ChatGPT Ads and GA4 using matching dates, tagged destinations, event definitions, and a documented attribution comparison.

ChatGPT Ads not spending: what to check before changing the bid

Diagnose a ChatGPT Ads campaign that is not spending by checking status, eligibility, dates, budgets, bids, and recent reporting.

ChatGPT Ads oCPC: conversion optimization with click-based billing

Understand conversion optimization, click-based billing, event selection, and how to review an oCPC campaign.

ChatGPT Ads budget pacing: monitor the plan and review changes

Monitor ChatGPT Ads spend against a plan using complete dates, remaining budget, and a documented review process.

ChatGPT Ads creative testing: compare meaningful reasons to buy

Design creative tests with distinct hypotheses, consistent destinations, versioned assets, and sensible stopping rules.

Landing pages for ChatGPT Ads: match the promise and measure the action

Prepare landing pages for ChatGPT Ads with a matched offer, clear next step, working measurement, and mobile checks.

ChatGPT Ads vs Google Ads

ChatGPT Ads vs Google Ads: format, targeting, pricing, measurement, and when to choose which. Practitioner CTR labelled as such.

ChatGPT Ads vs Meta Ads: design a comparison you can use

Plan a fair comparison between ChatGPT Ads and Meta advertising using creative hypotheses, acquisition costs, and customer quality.

ChatGPT Ads agency vs in-house: decide who owns each step

Choose agency support or an internal ChatGPT Ads workflow by comparing ownership, execution work, approvals, and total cost.

Are ChatGPT Ads worth it? A decision framework for your first test

Decide whether ChatGPT Ads deserve a test using offer fit, measurable outcomes, break-even economics, and a stopping rule.

ChatGPT product feed ads: prepare the catalog and review the campaign

Prepare product data for ChatGPT advertising and distinguish feed readiness, ad configuration, and actual product availability.

ChatGPT Ads competitor research: what public evidence can tell you

Research competitor messaging and public pages without mistaking observed creative for verified delivery or performance.

4 min read Accounts & access

ChatGPT Ads API: keys, conversion access, and assistant setup

How the ChatGPT Ads API is accessed: advertiser API keys, Conversions API secrets, and assistant/MCP access — plus how to connect, rotate, and revoke each.

How to set up a ChatGPT Ads account

A step-by-step guide to creating your OpenAI Ads Manager account: what to check, what you can't change later, and how agencies should set it up.

Connect an OpenAI Ads account to Advarde

Connect an authorized OpenAI Ads account to Advarde and verify the account, currency, permissions, and first read.

Measurement setup

Install & verify the ChatGPT Ads pixel in Google Tag Manager

Install and verify the ChatGPT Ads pixel in Google Tag Manager. Use Pixel Helper and Advarde receipts when GTM Preview looks green but Test events stay empty.

Measurement setup

Set up the ChatGPT Ads Conversions API

Prepare server-side ChatGPT Ads conversion delivery with protected keys, stable event IDs, validation, and production checks.

Measurement setup

ChatGPT Ads event reference for Advarde presets

See the events supported by Advarde conversion presets, their categories, and the successful actions that should trigger them.

Import a ChatGPT Ads campaign workbook

Prepare the three-sheet ChatGPT Ads workbook, validate references and amounts, and review the supported import path.

Troubleshoot ChatGPT Ads bulk API errors

Interpret bulk creation errors, distinguish account access from invalid rows, and reconcile partial or uncertain results before retrying.

Manage multiple OpenAI Ads accounts in Advarde

Organize client accounts and workspaces, preserve currency and reporting boundaries, and verify the target before making changes.

Review and approve ChatGPT Ads changes with a client

Create a client approval process around exact campaign drafts, budget changes, review records, and separate launch decisions.

Reporting

Schedule ChatGPT Ads reports in Advarde

Set up a recurring report with a defined account, reporting window, recipients, and interpretation of missing or delayed data.

Create ChatGPT Ads campaigns paused, then review launch

Follow Advarde’s saved draft, review, paused creation, reconciliation, and separate activation workflow.

Developer reference

ChatGPT Ads currency units: micros, minor units, and CPM

Avoid budget and event-value errors by distinguishing currency units, micros, minor units, CPM, and per-impression bids.

Revoke an AI assistant’s Advarde access

Revoke an assistant connection or workspace token, review broader access, and understand which advertising operations continue.

Free practical guide

The Advarde advertising system: a free practical guide

Build a connected ChatGPT advertising workflow with Advarde: 10 practical steps, 10 starter prompts, and a free editable setup workbook.

Free optimization guide

The 4-stage ChatGPT Ads optimization loop

Run a four-stage ChatGPT Ads creative review cycle with Advarde and a connected AI assistant. Includes eight editable templates and a scheduling checklist.