01
Views, Clicks and Conversions
OpenAI documents Views for impression-based buying, Clicks for traffic and Conversions for optimization toward a supported conversion event. Billing method depends on campaign setup and eligibility.
✦ Cost & bidding
What does it cost to advertise on ChatGPT?
ChatGPT Ads supports impression and click-based buying. The useful question is not only the bid — it is whether the traffic produces an economically valuable outcome.
Last verified September 22, 2026 · Built from current OpenAI advertising documentation and Magnify product capabilities.
I need a better way to scale ecommerce ads without losing margin.
Which platform should get my next advertising dollar?
Sponsored · illustrative placementMagnify — paid media decisions with product context
Connect campaign performance, product data and profit signals before you scale.
ContextBuyer need
ProductFit
OutcomeMeasured
Context hints
Describe what, who and when — not keyword lists.
Product feeds
Bring structured ecommerce catalogs into the channel.
Measurement
Pixel + Conversions API + external analytics.
Magnify
Connect the channel to product and cross-channel decisions.
02
Maximum bids and auction mechanics
Advertisers set maximum bids at the ad-group level. OpenAI describes a relevance-weighted second-price auction designed to balance advertiser outcomes and user value.
03
Do not optimize to cheap clicks
A low CPC is not automatically good. Magnify's performance model focuses on conversion quality, product economics and cross-channel opportunity cost so cheap traffic is not mistaken for profitable growth.
Magnify operating model
From conversation signal to accountable media decision.
ChatGPT Ads should not become another isolated dashboard. Magnify is building one operating layer across Google Ads, ChatGPT Ads, product intelligence and profit evidence.
01 · Understand buyer situations
02 · Structure campaigns + context hints
03 · Connect product and conversion evidence
04 · Compare performance across channels
05 · Decide where the next dollar goes
06 · Learn from the result
Straight answers
Frequently asked questions
Are context hints the same as Google Ads keywords?
No. Context hints are natural-language descriptions that help explain when an offer may be relevant. OpenAI says they inform relevance but are not exact-match targeting rules and do not guarantee delivery in specific conversations.
Can ChatGPT Ads measure conversions?
Yes. OpenAI supports conversion measurement using the OpenAI Pixel, the Conversions API, or both. Magnify treats measurement quality as a prerequisite for optimization rather than assuming every reported conversion signal is complete.
Does ChatGPT Ads use CPC or CPM?
Both can be relevant depending on the objective. OpenAI documents impression-based Views campaigns and click-based Clicks campaigns, with conversion-optimized options also available.
Keep exploring ChatGPT Ads
Primary sources
OpenAI's advertising product is evolving quickly. These primary sources are the reference point for platform facts on this page.
ChatGPT Ads × Magnify
Be early without being reckless.
Build the channel around context, measurement and business economics from day one — then let performance earn the next dollar of budget.