A practical system for testing AI-generated ad variations
Making more ads is easier than knowing which ones work. Start with one question, change one thing and decide what evidence you need before spending.
Read the articleSEENALYZE v2 is here: a completely rethought interface.
Practical guides to planning posts, checking AI images and videos, and deciding what to publish.

Making more ads is easier than knowing which ones work. Start with one question, change one thing and decide what evidence you need before spending.
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Understand what a file’s recorded history can show, when platforms add labels and how to set a disclosure policy for your team.
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More versions mean more to track. Choose a few useful measures, label the work consistently and check what changed for your business.
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Shoppers increasingly turn to assistants for recommendations. Prepare clear product details, consistent images and useful reviews with this 30-day plan.
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Compare sound, resolution, camera control, lip-sync and commercial-use terms against the videos your business needs.
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Compare product accuracy, readable text and editing options using your own photos and brand references.
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Prepare the photo, choose a simple movement and check that the product stays accurate throughout the clip.
Read the articleExplain a product with a synthetic presenter, label its role clearly and keep customer experiences grounded in real accounts.
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Choose a few repeatable ideas, write a clear brief and check each clip before publishing it on your business accounts.
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If the product looks right but the background does not, edit the background. Clear references and careful review help you preserve what already works.
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Both platforms offer ad-generation tools. Prepare the right formats, keep text editable and check every version before launch.
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Write from a clear brief, agree on local terminology and adapt the offer and images. Have a native speaker check every version before publication.
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Automate drafting, formatting and publishing. Keep a person responsible for approvals, replies and sensitive decisions, with clear rules and a weekly review.
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Understand how AI answers choose sources and what a small team can improve in a month.
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