Overview

Auto-generates platform-optimized ad variants from rough headlines for Google, Facebook, and LinkedIn. It enforces each platform’s character limits while aiming to maximize click-through rates. This workflow scales paid media creative with a repeatable seeds-and-variants process.

How This Skill Works

The agent loads seeds from ad_seeds.csv, evaluates platform constraints (Google: Headline < 30 chars, Desc < 90; Facebook: Headline < 40 chars, Primary Text < 125; LinkedIn: Headline < 70 chars, Intro < 150). For each seed it creates three angles: Direct Benefit, Question/Curiosity, and Social Proof/Authority, then validates lengths and regenerates as needed. Finally it writes ad_variants_ready.csv with columns Platform, Angle, Headline, Headline_Len, Body_Copy and a concise summary.

When to Use It

• You have rough draft headlines and need platform-optimized variants for Google, Facebook, or LinkedIn
• You must meet strict character limits while preserving message clarity
• You want three angles per seed to support A/B testing (Direct Benefit, Question/Curiosity, Social Proof/Authority)
• You want automated validation to regenerate any headline that misses constraints
• You need a repeatable workflow that outputs ad_variants_ready.csv for reporting

Quick Start

1. Step 1: Ensure ad_seeds.csv exists (create it if missing).
2. Step 2: Run the Ad Variant Factory to generate three angles per seed and validate lengths.
3. Step 3: Open ad_variants_ready.csv to review Platform, Angle, Headline, Headline_Len, and Body_Copy; use for deployment.

Best Practices

• Start with seed headlines that clearly state a benefit to the reader
• Always map each platform’s constraints before generation and enforce them
• Generate three angles per seed to maximize testing options
• Let the validator regenerate any over-length headlines until they pass
• Record the computed Headline_Len and keep seeds organized for re-runs

Example Use Cases

• Google example: Seed 'Boost sales today' → Angle: Direct Benefit → Headline: 'Boost Sales Today' (18 chars); Body Copy: 'A quick tweak to lift CTR under 90 chars.'
• Facebook example: Seed 'Capture leads fast' → Angle: Question/Curiosity → Headline: 'Ready to capture more leads?' (28 chars); Body Copy: 'Three proven lines that fit 125 chars.'
• LinkedIn example: Seed 'Enterprise-ready marketing' → Angle: Social Proof/Authority → Headline: 'Trusted by 1,200+ teams' (24 chars); Body Copy: 'Professional audience-friendly intro under 150 chars.'
• Google example 2: Seed 'Scale your revenue' → Angle: Direct Benefit → Headline: 'Scale Revenue Now' (16 chars); Body Copy: 'Improve ROI with a single phrase change.'
• LinkedIn example 2: Seed 'B2B demand generation' → Angle: Question/Curiosity → Headline: 'Can your marketing convert more?' (33 chars); Body Copy: 'Lead with value in a concise intro under 150 chars.'

Frequently Asked Questions