Paid AI Search.
Paid placements next to LLM-generated answers. A buyer asks ChatGPT a purchase question, "best running shoe for flat feet", and the answer carries a sponsored brand placement.
ChatGPT Ads is the only paid AI-search channel at scale today. Paid Ai Search coined the term.
The shift
First paid AI-search channel is now live.
ChatGPT launched ads in February 2026. By May, self-serve was open to all U.S. advertisers. CPC bidding, native attribution shipped the same day. Buyers who once Googled now ask ChatGPT.
Open · May 5, 2026
All U.S. advertisers
Self-serve to any budget. CPC bidding. CAPI + JS Pixel native. Canada / AU / NZ in pilot rollout.
Buyer behavior
Shopping queries shift
Buyers asking "best X for Y" inside ChatGPT now expect a curated set of recommendations, not a list of links.
The new funnel
Ask → Recommendation → Decision → Purchase
Fewer steps. Higher intent. The buyer arrives at the answer already curated.
The opportunity
Be the recommendation. Run the ad.
Two layers stack. Engineer your Contextual Relevance Score so the model cites you in the answer. Run ChatGPT Ads to buy the sponsored slot. The same six on-site signals lift both, high CRS lowers your CPC and lifts organic citation rate at once.
The 6 CRS inputs to engineer
01
PDP structure
How AI-readable the product page is. Schema markup, headings, attributes, content extractability.
02
Page speed
How fast the site loads. Core Web Vitals matter for the same reason they matter on Google.
03
Schema markup
Structured data the AI can parse without guessing. Product, FAQ, Service, Article entities all count.
04
Content freshness
Recency of updates to content about the product (PDP + earned media). Citation rate drops 40-60% after 90 days unchanged.
05
Third-party citations
Independent sources citing the specific product, not just the brand. Product-level density is what wins.
06
Query-copy alignment
One product matches many queries. Strategic work: pick the targets; align copy and citations to each.
Brands that engineer the inputs early bid from a lower floor for years.
Now
Move before your competitors do.
Engineer the CRS today. Run the ads on top. The foundation built now compounds. Every month the channel grows, late movers pay a higher tax. We run it for Shopify brands on flat monthly retainers (GO $1,000 / PLUS $3,000 / PRO $9,000), with a month-one warranty against your current Google/Meta CPA. Among the first ChatGPT Ads agencies built for Shopify.
GO · PLUS · PRO