Most AI ad copy tools generate from a product description and a
keyword. The output sounds like every other AI ad copy tool. The
difference here is the product profile we capture during onboarding:
who buys your product, what they're trying to get done, in what
context, against what alternatives.
That profile lets the copy speak in outcomes ("Cut Google Ads
analysis from 3 hours to 3 minutes"), name the alternative ("Not
Shopify, not generic AI tools"), and target the buyer state
("Built for B2B SaaS marketing teams without a PPC specialist").
Generic copy doesn't just read bland. Inside an RSA, Google's
algorithm decides which of your headlines to show, and it optimizes
for the click, not for your trial signup. Feed it 15 interchangeable
lines and it serves whichever earns the cheapest click. Feed it copy
grounded in what you sell and who buys it, and the headline that wins
the auction is also the one that speaks to a buyer. Knowing your
product is what makes the copy specific enough to matter.