The Claude + Meta Ads Playbook: 3 Prompts for Audits, Creatives, and Hooks

TL;DR: Three prompts turn Claude into a Meta Ads performance tool. Prompt 1 audits your account and finds wasted spend. Prompt 2 generates ad creatives based on your product and audience. Prompt 3 builds a hook swipe file from your top competitors. All three are copy-paste ready.

Most brands use Claude for copywriting. That is the least interesting thing it can do for your ad account.

These three prompts, pulled from performance marketing best practices, cover the three highest-leverage activities in paid social: diagnosing what is broken, generating what to test next, and building a library of proven hooks. Each prompt is designed to be pasted directly into Claude with your data.

Prompt 1: The Full Account Audit

This prompt turns Claude into a media buying analyst. Feed it your account data and it returns a prioritized list of issues, wasted spend, and specific actions to take.

What to Prepare

Export the following from Ads Manager (last 30 days, breakdown by ad):

• Campaign name, ad set name, ad name
• Spend, impressions, CPM, CTR, CPC
• Purchases, cost per purchase, ROAS
• Frequency, reach

Paste the data directly into Claude or upload as a CSV.

The Prompt

You are a senior Meta Ads media buyer auditing this ad account. I am pasting performance data from the last 30 days.

Analyze every row and give me:

1. WASTED SPEND: Which campaigns, ad sets, or ads are burning budget with no return? Be specific about the dollar amount wasted and why.

2. WINNERS TO SCALE: Which ads have strong ROAS and low frequency? What budget increase would you recommend and why?

3. CREATIVE FATIGUE: Which ads have rising CPMs, declining CTR, or frequency above 3? Flag them for replacement.

4. AUDIENCE ISSUES: Are any ad sets targeting overlapping audiences? Is there audience saturation?

5. STRUCTURE PROBLEMS: Is the campaign structure clean? Are there too many ad sets competing against each other?

6. PRIORITY ACTIONS: Give me a ranked list of the top 5 things to do this week, in order of expected impact on ROAS.

Be direct. No fluff. Use specific numbers from the data. If something looks fine, say so and move on.

Here is the data:
[PASTE YOUR DATA HERE]

What to Expect

Claude will return a structured audit with specific dollar amounts, ad names, and action items. The output is comparable to what a media buying agency delivers in a monthly review, except you get it in 2 minutes instead of waiting for a scheduled call.

Prompt 2: The Ad Creative Generator

This prompt produces ready-to-brief ad concepts based on your product, audience, and goals. It outputs the creative concept, primary text, headline, description, and CTA for each variation.

The Prompt

You are a performance creative strategist. I need you to generate ad creatives for Meta (Facebook and Instagram).

Here is what you need to know:

Product: [DESCRIBE YOUR PRODUCT]
Target audience: [WHO BUYS THIS AND WHY]
Price point: [PRICE]
Key differentiator: [WHAT MAKES IT DIFFERENT FROM COMPETITORS]
Objective: [PURCHASES / LEADS / TRAFFIC]
Tone: [DESCRIBE YOUR BRAND VOICE]

Generate 5 distinct ad concepts. For each concept, give me:

1. CONCEPT NAME: A short internal label for this creative direction
2. HOOK: The first line of copy that stops the scroll. Under 10 words.
3. PRIMARY TEXT: The full ad copy. 3-5 lines max. Focus on the transformation, not features.
4. HEADLINE: Under 40 characters. Drives the click.
5. DESCRIPTION: One line that reinforces urgency or social proof.
6. CTA BUTTON: Choose from Shop Now, Learn More, Get Offer, Sign Up.
7. VISUAL DIRECTION: Describe the image or video that pairs with this copy. Be specific about format, scene, and style.

Make each concept a genuinely different angle. Not 5 variations of the same idea. I want:
- One pain-point-first ad
- One social-proof-driven ad
- One product-demo-style ad
- One aspirational/lifestyle ad
- One urgency/scarcity ad

No generic marketing language. Write like a human, not a brand.

How to Use the Output

Take the 5 concepts and brief your designer (or feed the visual direction into an AI image tool). Test all 5 as separate ads in one ad set. Kill the bottom 3 after $50-100 in spend per ad. Scale the winners.

Prompt 3: The Hook Swipe File Builder

Hooks determine 80% of ad performance. This prompt builds a swipe file of proven hooks from your competitors and top-performing ads in your category.

The Prompt

You are a direct response copywriter who specializes in Meta ad hooks. A hook is the first 1-2 seconds of a video ad or the first line of copy in an image ad. It is the single most important element for stopping the scroll.

I sell [YOUR PRODUCT] to [YOUR AUDIENCE] on [PLATFORM: Facebook/Instagram/TikTok].

Build me a hook swipe file with 20 hooks across these categories:

CATEGORY 1 - PATTERN INTERRUPT (5 hooks)
Hooks that break the scroll with something unexpected. Open loops, surprising claims, or visual disruption.

CATEGORY 2 - PAIN AGITATION (5 hooks)
Hooks that call out a specific pain the audience feels right now. Make it visceral and immediate.

CATEGORY 3 - SOCIAL PROOF (5 hooks)
Hooks that lead with results, numbers, testimonials, or authority. Third-party validation first.

CATEGORY 4 - CURIOSITY GAP (5 hooks)
Hooks that make the viewer need to keep watching or reading. Incomplete information that demands resolution.

For each hook, give me:
- The hook text (under 10 words)
- Which ad format it works best for (video, image, carousel)
- A one-line note on why it works psychologically

Then rank all 20 hooks from strongest to weakest for my specific product and audience. Explain your top 3 picks.

Building Your Testing Queue

Take the top 10 hooks and pair each with your best-performing offer or creative. This gives you 10 new ads to test without changing anything except the hook. Since the hook is the highest-leverage variable, this is the fastest way to find a new winner.

Stacking the Three Prompts

Run them in sequence for maximum impact:

1. Audit first. Find out what is broken and what is working.
2. Generate creatives second. Use the audit insights to inform the product positioning and angles.
3. Build the hook file third. Apply the hooks to your new creative concepts.

This gives you a complete cycle: diagnose, create, and optimize. Repeat monthly.

If you want ad creatives generated without writing prompts, admade produces scroll-stopping ads from a product URL in under 2 minutes. Upload your product link, get back ready-to-run creatives.