Ad Copy Generator

What this skill does

The Ad Copy Generator creates platform-specific ad copy optimized for Google Ads, Meta (Facebook/Instagram), LinkedIn, and TikTok. It produces multiple headline, description, and CTA variations tailored to each platform's character limits and best practices. This skill is designed to support A/B testing by generating distinct, high-converting ad copy variants that address different messaging angles, formats, and audience hooks.

Who it's for

This skill is ideal for performance marketers managing multi-channel paid campaigns who need efficient generation of compliant ad copy across platforms. Growth leads running frequent A/B tests will benefit from the structured variety it produces to improve click-through and conversion rates. Agency strategists juggling diverse clients and platforms can streamline ad creative production while maintaining platform-specific nuances.

Key workflows

Start by defining the campaign goal, target audience, and unique selling points to guide copy focus. Next, generate multiple headline and description variations within platform character constraints, mixing benefit-led, feature-led, and social proof angles. Then, compile CTAs that align with the campaign objective and platform norms. Finally, organize these outputs into ad sets for A/B testing, pinning top-performing headlines and descriptions to recommended positions.

Common questions

How many variations should I generate for effective A/B testing? Aim for at least 10 headline and 4 description variations to sufficiently explore messaging performance. Can this skill handle different ad formats on the same platform? Yes, it accounts for formats like Google Search, Display, YouTube, and Meta’s carousel or stories, adjusting copy length accordingly. Will the copy include platform-specific best practices? Yes, it integrates guidance such as keyword inclusion on Google Ads and hook-first wording for Meta Ads.

How to use in Metaflow

Attach the Ad Copy Generator skill to a Metaflow agent task by specifying the platform, campaign details, target audience, and goals. The agent will return a structured set of ad copy variations formatted to platform constraints and optimized for A/B testing. Expect to receive headlines, descriptions, and CTAs ready for deployment or further refinement within your paid media workflows. This skill helps accelerate creative iteration while ensuring compliance with platform-specific copy requirements.

For broader context, see our roundup of claude skills for marketing, and read ultimate guide to Claude marketing skills for related setup guidance.