Sales Proof Asset

Reference Fidelity + White-Label API

Keep product identity intact across any scene with reference-anchored generation. Ship it under your own brand with per-client API keys, independent spend controls, and zero branding on outputs. One API, OpenAI SDK compatible.

Reference Fidelity

Product Stays Recognizable

Pass an image_url parameter and the model anchors to your product while generating new scenes, angles, and contexts.

1

Pass Your Reference

Include image_url pointing to your product photo β€” a clean shot on white, a lifestyle image, or a 3D render.

2

Describe the New Scene

Your prompt defines the background, lighting, and context. "Product on a marble counter, soft morning light" β€” the product stays, the scene changes.

3

Generate 1-4 Variants

Each call returns up to 4 variations. Same product identity, different compositions. Pick the best, or use all four across your catalog.

Honest Expectations

Reference anchoring keeps the product recognizable, not pixel-identical. Fine details like text, logos, or specific pantone colors may shift across generations. For maximum fidelity: use clean, well-lit reference images and test with 2-4 variants to find the best match. See our text + logo fidelity playbook for a two-pass QA pipeline that catches and corrects drift.

White-Label Ready

Your Brand, Our Infrastructure

CreativeAI is an API-first backend service. No "Powered by" watermark on outputs, no end-user login required, no UI your customers ever see. Ship it as your own.

Per-Client API Keys

Issue separate API keys per client or tenant. Each key has its own spend cap, rate limit, and usage log. Revoke or rotate independently.

Zero Branding on Outputs

Generated images carry no CreativeAI watermark, metadata tag, or attribution requirement. Your customers see your brand only.

Volume-Friendly Pricing

From ~$0.21/image (3 credits). No per-seat fees, no monthly minimums. You set your own margin and pass through only what you use.

Spend Controls & Guardrails

Set per-key credit limits so no single client can run up unexpected costs. Monitor usage per key via the dashboard.

OpenAI SDK Compatible

Your existing OpenAI integration works with a two-line change: swap base_url and api_key. No SDK migration, no new abstractions.

Multi-Model Access

One API key routes to multiple models (gpt-image-1, Seedream, Kling, Vidu). Pick per-request or let us failover automatically.

Code Examples

Ship Today

Every example works against the live API right now. Copy, paste, run.

import requests

API_KEY = "your_api_key"
BASE = "https://api.creativeai.run/v1/images/generations"

# Pass your product photo as a reference anchor
resp = requests.post(BASE, headers={
    "Authorization": f"Bearer {API_KEY}",
}, json={
    "model": "gpt-image-1",
    "prompt": "Product on a marble kitchen counter, soft morning light",
    "image_url": "https://your-cdn.com/products/mug-white.jpg",
    "n": 4,           # 1-4 variants per call
    "size": "1024x1024",
    "quality": "high",
})

# Each variant keeps the product recognizable in a new scene
for img in resp.json()["data"]:
    print(img["url"])
Use Cases

Who Ships With This

E-Commerce Platforms

Catalog sellers pass product reference images and generate lifestyle variants at scale. 4 variants per call, bounded concurrency, JSONL manifests for PIM import.

Catalog seller proof

PropTech & Virtual Staging

Property marketers generate staged rooms, twilight conversions, and sky replacements. White-label the API into your MLS workflow with per-agent API keys.

Property marketing proof

SaaS Builders

Embed image generation into your product. Per-tenant API keys with spend caps, no CreativeAI branding, OpenAI SDK compatible. Two-line integration.

SaaS builder proof

Agencies & Resellers

Issue client-specific keys, set your own markup, and deliver brand-consistent visuals across accounts. No per-seat pricing β€” your margin is your business.

Agency proof

Product Video & Shopify Apps

Turn winning product stills into async video jobs via /v1/video/generations with image_url + webhook_url. Catalog-scale batches, SKU-level manifests, and signed webhook delivery.

Shopify video playbook

Try-On & UGC Platforms

Generate model shots, lifestyle scenes, and ad variations from existing product assets. Maintain product identity across multiple SKUs and scenes with reference anchoring.

Partner integration proof
Pricing

Transparent, Volume-Friendly

gpt-image-1β€” Most popular β€” strong reference fidelity (3 credits)
from ~$0.21
gpt-image-1 (HD)β€” Higher detail, same reference anchoring (5 credits)
from ~$0.36
Seedream 3.0β€” Fast, high quality, good for batch (3 credits)
from ~$0.21
Kling (video)β€” Text-to-video and image-to-video (5 credits)
from ~$0.36
Vidu (video)β€” Alternative video model (5 credits)
from ~$0.36

No per-seat fees. No monthly minimums. No commitment.

Common Questions

How accurate is reference fidelity?

The model keeps the product recognizable β€” shape, dominant colors, and overall form are preserved. Fine text, logos, and specific pantone shades may shift between generations. For critical brand elements, use our two-pass QA pipeline: generate with reference anchoring, then run a targeted edit pass for text/logo correction.

Can I white-label this as part of my own product?

Yes. CreativeAI is a backend API service. Generated images carry no watermark, metadata tag, or attribution requirement. Issue per-client API keys with independent spend caps. Your customers never interact with CreativeAI directly β€” they see your brand only.

What does "OpenAI SDK compatible" mean?

If your code already uses the OpenAI Python or JS SDK for image generation, switch to CreativeAI by changing two lines: set base_url to https://api.creativeai.run/v1 and use your CreativeAI API key. No other code changes needed.

How do per-client API keys work?

Create separate API keys via the dashboard β€” one per client, team, or tenant. Each key has its own spend cap, rate limit, and usage tracking. Revoke or rotate any key without affecting others. Keys use the rph_live_ prefix and are hashed (SHA-256) at rest.

Is there volume pricing?

All images cost 3 credits each (~$0.21–$0.30 depending on credit pack) with no minimums. For sustained high volume, contact us β€” we offer custom rates. See the full breakdown on our transparent pricing page.

What models support reference image input?

gpt-image-1 supports the image_url parameter for reference-anchored generation. Pass any publicly accessible URL or upload to our storage endpoint first. The model uses the reference to maintain product identity while generating the described scene.

Start Shipping Today

Get an API key, paste one of the examples above, and see reference-anchored results in under 30 seconds. No sales call required.