AI Ad Creative

AI Ad Creative Generator

Generate high-converting ad creatives for digital campaigns using each::sense — the intelligent AI agent that automatically selects the best model for your request.

Quick Start

Requires an each::labs API key. Get one at eachlabs.ai.

Using curl

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Create a vibrant Instagram ad image for a summer sale on athletic shoes, featuring a pair of sleek white running shoes on a sun-drenched track, warm golden light, energetic feel, clean commercial photography style"
      }
    ],
    "stream": false
  }'

Using Python (OpenAI SDK)

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_EACHLABS_API_KEY",
    base_url="https://eachsense-agent.core.eachlabs.run/v1"
)

response = client.chat.completions.create(
    model="eachsense/beta",
    messages=[{
        "role": "user",
        "content": "Create a vibrant Instagram ad image for a summer sale on athletic shoes, featuring a pair of sleek white running shoes on a sun-drenched track, warm golden light, energetic feel, clean commercial photography style"
    }]
)

print(response.choices[0].message.content)

With Reference Image

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Create a Facebook ad visual based on this product image, place the product on a clean gradient background with soft shadows, professional commercial lighting, ad-ready composition"},
              {"type": "image_url", "image_url": {"url": "https://example.com/product-photo.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.

Streaming

Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.

Tips for Effective Ad Creatives

• Specify the platform (Instagram, Facebook, Google Display) to get the right composition and aspect ratio feel.
• Describe the product clearly — include color, material, and positioning.
• Include mood keywords like "energetic," "luxurious," "trustworthy," or "playful" to shape the visual tone.
• Mention lighting style — studio lighting for products, natural light for lifestyle, dramatic for premium.
• Avoid requesting text overlays — AI image generation does not reliably render text. Add copy in a design tool after.

Examples

E-commerce Product Ad

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "A premium wireless noise-cancelling headphone floating against a deep navy background, soft spotlight from above, subtle reflections on the glossy surface, minimalist product photography for a Google Display ad"
      }
    ],
    "stream": false
  }'

Lifestyle Campaign Visual

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "A young professional woman working on a laptop in a sunlit coworking space, warm natural tones, modern interior design, shallow depth of field, lifestyle photography for a SaaS product ad campaign"
      }
    ],
    "stream": false
  }'

Seasonal Promotion

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "A cozy holiday scene for a winter sale ad: a steaming mug of hot cocoa surrounded by wrapped gifts and pine branches on a rustic wooden table, warm bokeh lights in the background, inviting festive atmosphere, commercial photography"
      }
    ],
    "stream": false
  }'

A/B Test Variations

# Generate multiple creative variations for A/B testing
VARIATIONS=(
  "A sleek smartwatch on a marble surface, dramatic side lighting, dark premium background, luxury product photography"
  "A sleek smartwatch on a person's wrist during a morning jog, natural sunlight, active lifestyle photography"
  "A sleek smartwatch flat-lay with a coffee cup, notebook, and plant, top-down view, clean modern aesthetic"
)

for VARIANT in "${VARIATIONS[@]}"; do
  curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
    -H "Content-Type: application/json" \
    -H "X-API-Key: $EACHLABS_API_KEY" \
    -d "{
      \"messages\": [{\"role\": \"user\", \"content\": \"$VARIANT\"}],
      \"stream\": false
    }"
  echo "---"
done

Workflow: Campaign Creative Pipeline

1. Generate hero visual — Create the primary ad image with product focus.
2. Create lifestyle variants — Generate contextual scenes showing the product in use.
3. Produce platform variants — Adapt the concept for different ad placements.
4. Run A/B variations — Generate multiple angles and styles for testing.
5. Add copy and CTA — Layer text and call-to-action in your design tool.

Related Skills

• AI Campaign Visuals — Multi-platform campaign visual sets
• AI Landing Page Hero — Hero images for landing pages
• AI Brand Kit — Consistent brand identity assets
• Social Media Batch — Batch generate for multiple platforms

Related Models

• flux-2-max — High-quality commercial imagery
• seedream-v4-5 — Creative and artistic visuals
• nano-banana-pro — Fast creative iterations

Documentation

• each::sense Overview
• each::labs API