AI Ad Creatives
4 min read
Most brands run 2 ad angles until CPMs punish them, then go looking for new creative. The angles were never the missing part. Your product page already answers 5 different objections, and 3 of them have never appeared in an ad.
The free Claude skill product-to-angles-extractor strips the page for claims, proof, and the exact phrases your buyers repeat, then maps 5 angles, each built to defuse 1 specific objection.
This post covers how angles get mapped to objections, why they arrive ranked by evidence, and how the policy flag saves you a rejection.
Key takeaways
5 angles, each aimed at exactly 1 objection: price, trust, will it work for me, switching cost, urgency.
Angles are ranked by how much page evidence supports them, so the strongest one is not just the cleverest one.
Nothing gets invented. If the page is thin, the skill says which angles are weak for lack of evidence rather than filling gaps with claims.
Every angle ships with a 1 line visual direction, so it can go straight into production or a brief.
Angles come before copy
A weak angle with great copy still loses. That's the premise the skill is built on, and it's why this runs before any ad gets written.
The process starts by stripping the page: claims, ingredients or materials, stated benefits, social proof, guarantee and shipping terms, price. If reviews are available it pulls the exact phrases customers repeat, which are usually better ad copy than anything the brand wrote about itself.
Then it lists the 5 biggest reasons a cold visitor would not buy, and maps 1 angle to each. 5 objections, 5 angles, no overlap.
The 5 lenses
Lens | What it does |
|---|---|
Problem agitation | Shows life before the product |
Mechanism | Explains why it works when alternatives don't |
Social proof or identity | People like you already use this |
Cost of inaction or comparison | Makes the maths of not buying visible |
Objection flip | Takes the biggest doubt head on |
Only 1 lens per angle. That constraint is what keeps the set genuinely distinct instead of 5 variations on the same idea wearing different hats.
Ranked by evidence, not by taste
The output orders angles by the strength of evidence found on the page. An angle backed by language your reviewers actually used beats one that sounds sharper but rests on nothing.
Each angle comes back as a block: the objection it answers, a core claim provable from the page, the evidence behind it, and a 1 line visual direction. The recommendation is to test the top 3 first.
There's also a policy check worth having. The skill flags any claim that could breach Meta's advertising standards, particularly health promises, before and after implications, and personal attributes. Catching that at the angle stage costs nothing. Catching it after production costs a batch.
Hand the top 3 angles straight to production
A ranked angle with a visual direction is a brief. Vibelets turns it into on-brand product ads from your store in minutes, no designer required.
What an angle block looks like
Each of the 5 comes back in the same shape, which is what makes it usable rather than just interesting. A name in 3 to 6 words. The objection it answers. A core claim in 1 sentence, provable from the page. The evidence, quoted or paraphrased from the source material. Then the visual direction in 1 line.
That last field is what turns research into production. An angle without a visual direction gets debated for a week. An angle that says what the ad should show can be briefed the same afternoon, which is usually the difference between a strategy document and a shipped test.
How to set it up in Claude
Download the skill file from the skill's Google Drive folder, free, no email gate, then add it to Claude by uploading it as a skill under Settings or attaching it to a project or chat. Anthropic's Help Center guide to skills covers the upload path.
All it needs is a product page URL or the pasted page text. Adding 3 to 5 customer reviews, the price point, and your main competitor makes the output noticeably better, because review language is where the strongest angles usually hide.
Conclusion
You're not out of angles. The page has 5 and you're running 2. Extract them, rank them by evidence, test the top 3, and stop treating angle exhaustion as a creative problem when it's a research problem.
Pull 5 ranked angles from 1 product page
Free Claude skill, yours in 1 click.
Frequently asked questions
What is an ad angle?
The specific argument an ad makes for buying, defined by which objection it defuses. Price, trust, and will it work for me are different angles even when they promote the same product with the same offer.
How many angles should I run at once?
The skill returns 5 ranked by page evidence and recommends testing the top 3 first. Most brands run 2, which is why creative fatigue arrives faster than it needs to.
Will the skill invent claims my product cannot support?
No. It only uses claims provable from the page or the reviews, and where the page is thin it states which angles are weak for lack of evidence instead of filling the gap.
Does it check for Meta policy problems?
Yes. It flags claims that could breach Meta's advertising standards, particularly health promises, before and after implications, and personal attributes, at the angle stage rather than after production.
What do I need to give it?
A product page URL or pasted page text is the minimum. Adding a few customer reviews, the price point, and your main competitor improves the output, since review language often carries the strongest angles.
Sources
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