marketer-ad-variant-factory

Generates 10-30 ad variants from one hero image via gen-ai batch jobs.

4|2|Updated May 6, 2026
One-click install
npx skills add https://github.com/PicsArt/gen-ai-skills --skill marketer-ad-variant-factory-picsart
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: marketer-ad-variant-factory
Source: https://github.com/PicsArt/gen-ai-skills/tree/main/skills/marketer-ad-variant-factory
Command: npx skills add https://github.com/PicsArt/gen-ai-skills --skill marketer-ad-variant-factory-picsart

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Launching A/B tests on Meta, TikTok, Google, or Pinterest requires dozens of on-brand ad variants across multiple aspect ratios, and producing them one by one is slow and inconsistent. This Skill fans out a single approved hero image into a structured variant matrix with deterministic naming ready for direct ad-platform upload. ## Core Features & Use Cases - Variant matrix generation: Define 3-4 explicit axes (visual direction, composition, color, setting) and emit one batch job per variant with the hero as a reference image on every job. - Parallel batch execution: Run 15-30 image jobs at concurrency 6-8 via gen-ai batch run, with dry-run cost estimation and resume support for failed jobs. - Model routing per sub-task: Choose recraftv4 for brand consistency, flux-2-pro for photoreal ads, ideogram-v3 for baked-in headline text, or gemini-3.1-flash-image for cheap draft exploration. - Use Case: A marketer has one approved product hero and needs 15 variants (5 visual directions x 3 aspect ratios) for a Meta ad-set launch, named {campaign}_{visual}_{composition}_{size} for direct CSV import into Ads Manager. ## Quick Start Fan out 15 ad variants from my hero image hero.webp across 9:16, 1:1, and 16:9 for a Meta campaign launch.

Frequently Asked Questions about marketer-ad-variant-factory

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate multiple ad variants from one image?▼

Use the hero image as the reference in the batch manifest defaults, define 3-4 variant axes such as visual direction and composition, and emit one job per variant. Run the manifest with gen-ai batch run at concurrency 6-8 to produce all variants in parallel.

What aspect ratios do Meta, TikTok, and Google ads need?▼

Meta Reels and TikTok use 9:16 full-bleed, Meta feed uses 1:1 or 4:5, and Google Display uses fixed sizes like 300x250, 728x90, and 160x600. Confirm the ad set requirements before fanning out variants.

Which AI image model is best for ad variants?▼

recraftv4 keeps brand design language most consistent across many renders, flux-2-pro is best for photoreal product ads, and ideogram-v3 renders legible baked-in headline text. Use gemini-3.1-flash-image for cheap draft exploration before a flagship run.

How much does it cost to generate 30 ad variants?▼

Thirty variants on gemini-3.1-flash-image cost roughly 15 credits, while thirty flagship flux-2-pro renders cost about 60 credits. A draft-then-upgrade flow of 30 drafts plus 8 regenerated winners totals around 30 credits.

When should I not use an ad variant factory approach?▼

Do not use it for generating a single hero image, where a direct gen-ai generate call fits better, or for cross-channel campaign creative, which belongs to a campaign kit workflow. It is designed for depth on one approved concept, not breadth across channels.