Goose Ads Remixer - Remix the ads already winning in your niche

the brand-drift question above is the UX risk, but there's a legal one underneath it too: "remixing patterns" is fine, but if the tool is looking at a specific competitor's ad to generate from, how do you make sure it's not echoing their actual copy phrasing rather than just the structure? a hook and a layout aren't protectable, but a distinctive line of ad copy can edge into IP territory if it comes out too close to verbatim

I think if everybody is learning from the same winning ads then the meta feeds would really look similar over time.

the nano banana / gpt-image-2 / opus checking-each-other's-work loop is the interesting bit - when the three disagree on whether an output passes the brand check, is there a tiebreaker or does it just regenerate until they converge?

when Goose learns the pattern from a winning ad in my niche, where's the line between remixing the structure and just recreating that competitor's ad with my logo swapped in - is that boundary a manual review step or does the model handle it?

Congrats on the launch. One thing I'm curious about, the Meta Ad Library shows you which ads are running and for how long, but not spend or performance. So how do you decide which ones are actually winning vs just live?

Congratulations on the launch! Do you support creating video ads, for focusing on image ads for now?

@himanshu_bamoria1 Like the idea of learning from winning ads instead of starting from scratch. Upwards and onwards 🚀

"Remix the ads already winning" raises a straightforward question about intellectual property, if Goose is extracting hooks, copy structures, and layouts from competitor ads and generating new creative that closely follows those patterns, where does inspiration end and reproduction begin? Has there been any legal review of the remixing methodology, especially for ads that use distinctive creative approaches that could be considered trade dress?

Really amazing to use, made creating ads for a baking business a way easier when it was proving to be a bottleneck. The concept of not creating ads from zero but instead using already proven to win ads to make more is simply brilliant.

congrats on the launch! love that it starts from ads already working instead of a blank prompt, feels way smarter than the usual generic tools. quick q, is it meta only for now or are google/tiktok formats coming later? anyway wishing you guys a great launch 🙌