Recover abandoned carts on OpenAI Ads
Most carts get abandoned, and most of those shoppers were close to buying. Build an audience from your cart and checkout events, then put more budget behind those people on OpenAI Ads while they still remember the product.
Your data is only used to build your audiences · never sold
Why retargeting carts works
A shopper who added to cart or reached checkout has already done the hard part. They found you, picked a product, and got most of the way through. Then something stopped them: a shipping cost, a distraction, a second opinion they wanted first. The interest is real, and it does not last long.
A cart recovery audience puts you back in front of those exact people on OpenAI Ads, built on OpenAI's custom audiences. You feed Bluegrass the carts and checkout starts from your store. Bluegrass uses that data only to build and update this audience, then matches it to OpenAI Ads. It is never sold or used for anything else. You set a higher bid so you win more of the auctions for shoppers who were a click away. Email and SMS reminders only reach people who left an address, so OpenAI Ads picks up everyone else.
Custom audiences for this play
Build the lists below, then target or hold out each one with its own bid.
What cart recovery gets you
Higher intent than prospecting
These shoppers already chose a product. A reminder converts far more often than a cold impression, so the same budget brings back more orders.
Reach beyond email and SMS
Most cart abandoners never gave you an email, or they ignored the one you sent. OpenAI Ads reaches them on a channel your flows cannot.
Raise your bid while it is fresh
Intent drops fast after a few days. A bid increase on a tight recency window puts you in front of shoppers before they forget or buy elsewhere.
Build this audience from the tools you use
Pull the people who belong in this play straight from your store, billing, CRM, or email tool.
ShopifyRepeat and VIP buyers, one-time buyers, lapsed customers, and abandoned checkouts.
KlaviyoEngaged subscribers, customers, churned and win-back segments, and cart abandoners.
WooCommerceCustomers, full order history, lapsed buyers by last-order date, and abandoned carts.
BigCommerceCustomers, order history, lapsed buyers, and abandoned carts from your BigCommerce store.
Set it up in three steps
Connect your store
Link Shopify, WooCommerce, BigCommerce, or Klaviyo so cart and checkout events flow in. Bluegrass uses that data only to build and update this audience, and you can disconnect your store any time.
Set the recovery audience
Pick your cart and checkout windows, exclude people who already bought, and set the audience to target on the campaigns you want.
Raise the bid and keep it current
Apply a bid increase for the recovery segment. The audience refreshes as carts come and go, so recovered shoppers drop out and new abandoners drop in.
Recover abandoned carts, answered
How is this different from my email recovery flow?
Your email and SMS flows only reach shoppers who left contact details and opened the message. Custom audiences reach the rest on OpenAI Ads, and they work alongside your flows instead of replacing them.
How fresh is the audience?
It refreshes on each sync. New abandoned carts are added, and shoppers who complete a purchase drop out, so you stop paying to chase someone who already converted.
Can I target browse abandoners too?
Yes. If your store sends product view events, you can build a wider audience of people who looked but never added to cart, then bid them lower than your checkout abandoners.
Is shopper data safe?
Yes. Bluegrass uses your data for one thing: building and updating your audiences. It is never sold, shared, or used for anything else. You stay in control the whole time, and you can disconnect your store or remove your data whenever you want.
Bring abandoned carts back to checkout
Build the audience, set the bid, and layer day parting on top, all in one console.