The winning ads in your niche reveal what works: hooks, offers, copy structures, layouts. Goose learns those patterns and creates new ads for your brand with your real logo, product images, and messaging in minutes. First 10 ads free.
@aymnart Great Question! the remix approach actually helps here - because Goose generates a full batch from multiple winning patterns, not one creative, you get real variation to rotate through instead of running the same ad until it burns out. [if true: you can also re-run against fresh winners in your niche as new ads start performing, so your rotation stays current.]
For deployment we will be launching integrations soon!
Hope that answers your question.
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I am wondering how Goose knows which patterns actually drove performance versus just looking visually similar? Does it decide on data-first or visual aesthetics first?
it's data-first, not visual. we don't pick an ad because it looks nice - we start from the ones that have been running the longest in your niche. brands kill losing creatives fast, so longevity and sustained spend are the strongest public proxies for "this is actually converting." the visual is downstream of that signal, never the starting point.
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Hi! Learning from ads that already won instead of generating from a blank page is the right call. Blank-page AI output all sounds the same. How do you keep the remixes from drifting too close to the source ads legally?
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Maker
@vladimir_iudin Great question! Goose doesn’t copy existing ads. It analyzes the hooks, structures, and messaging patterns working in your niche, then researches your brand’s style, language, and assets to create an original, on-brand version for you.
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Love the concept of learning from proven patterns! Does Goose provide any performance benchmarking after the ads go live, so users can see how the AI-generated versions actually perform?
A feedback loop where live ad performance retrains the model for that specific brand over time.
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Maker
@aymi_malik Great question! Yes, this is on our roadmap. You’ll be able to give Goose read-only access to your Meta ad account. It will analyze your campaign performance, identify what could be improved, generate new creatives, and show how they perform compared with your existing ads.
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This seems especially useful for small teams that don't have dedicated designers or copywriters. The first 10 free ads make it easy to test before committing. Curious whether it supports generating multiple variations for A/B testing across Meta and Google Ads?
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Maker
@mohammad_ashik_elahi Absolutely! You can generate multiple variations of an ad for A/B testing and select up to 15 templates at once to create a full batch of creatives.
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Congrats on the launch! Cool concept. While scraping our site, it could only return #000000 as a primary color and I wonder if it's because our colors are OKLCH. Perhaps something to look into.
@grace_knowhow Hey grace, could you DM me your email? Will look into it. You should be able to select the right set of colours for your brand in the brand kit.
Thanks so much for sharing your feedback!
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Specifically to the presentation, I really like the UX of the geese. How do you make sure the new ads stay unique?
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Maker
@thomas_digaetano Super happy to hear that! Goose only learns about hooks, copies and styles that are winning in your niche. Based on this information and research it has about your brand, it comes up with fresh ideas for your brand.
How do you handle ad fatigue with the remixed ads, and do you have any plans to integrate with popular ad platforms for seamless deployment?
Goose Ads Remixer
@aymnart Great Question! the remix approach actually helps here - because Goose generates a full batch from multiple winning patterns, not one creative, you get real variation to rotate through instead of running the same ad until it burns out. [if true: you can also re-run against fresh winners in your niche as new ads start performing, so your rotation stays current.]
For deployment we will be launching integrations soon!
Hope that answers your question.
I am wondering how Goose knows which patterns actually drove performance versus just looking visually similar? Does it decide on data-first or visual aesthetics first?
Goose Ads Remixer
@ankur_jeswani really good question.
it's data-first, not visual. we don't pick an ad because it looks nice - we start from the ones that have been running the longest in your niche. brands kill losing creatives fast, so longevity and sustained spend are the strongest public proxies for "this is actually converting." the visual is downstream of that signal, never the starting point.
Hi! Learning from ads that already won instead of generating from a blank page is the right call. Blank-page AI output all sounds the same. How do you keep the remixes from drifting too close to the source ads legally?
@vladimir_iudin Great question! Goose doesn’t copy existing ads. It analyzes the hooks, structures, and messaging patterns working in your niche, then researches your brand’s style, language, and assets to create an original, on-brand version for you.
Love the concept of learning from proven patterns! Does Goose provide any performance benchmarking after the ads go live, so users can see how the AI-generated versions actually perform?
A feedback loop where live ad performance retrains the model for that specific brand over time.
@aymi_malik Great question! Yes, this is on our roadmap. You’ll be able to give Goose read-only access to your Meta ad account. It will analyze your campaign performance, identify what could be improved, generate new creatives, and show how they perform compared with your existing ads.
This seems especially useful for small teams that don't have dedicated designers or copywriters. The first 10 free ads make it easy to test before committing. Curious whether it supports generating multiple variations for A/B testing across Meta and Google Ads?
@mohammad_ashik_elahi Absolutely! You can generate multiple variations of an ad for A/B testing and select up to 15 templates at once to create a full batch of creatives.
Congrats on the launch! Cool concept. While scraping our site, it could only return #000000 as a primary color and I wonder if it's because our colors are OKLCH. Perhaps something to look into.
Goose Ads Remixer
@grace_knowhow Hey grace, could you DM me your email? Will look into it. You should be able to select the right set of colours for your brand in the brand kit.
Thanks so much for sharing your feedback!
Specifically to the presentation, I really like the UX of the geese. How do you make sure the new ads stay unique?
@thomas_digaetano Super happy to hear that! Goose only learns about hooks, copies and styles that are winning in your niche. Based on this information and research it has about your brand, it comes up with fresh ideas for your brand.