From niche to stock-ready images in 7 steps
The AI Stock Pipeline automates the entire stock photography workflow. Type a niche, get 10 images with IPTC metadata embedded, ready to upload to Adobe Stock. Here is exactly what happens behind the scenes.
Enter your niche
Type any topic. Healthcare technology, sustainable packaging, food photography, cybersecurity, industrial manufacturing. The pipeline takes it from there.
You can also choose between Full Auto (everything runs without interruption) and Review Mode (pause after concepts to approve or remove before generation).
AI researches the market
Gemini Flash analyzes your niche for stock photography potential. It identifies the top 5 sub-niches by commercial demand, maps buyer personas (who actually purchases these images and where they use them), and finds content angles that are underserved on Adobe Stock.
The research prioritizes high-revenue categories. Healthcare stock images average $70 per download. Industrial averages $66. Food $45. The AI steers toward what earns.
10 concepts designed
Based on the market research, the AI designs 10 specific image concepts. Each concept includes the exact scene, subject, mood, composition, and buyer use case. No two concepts share the same angle.
Every concept is built around a specific buyer need. "Marketing manager for a hospital website needs a hero image showing modern diagnostic equipment in a clean lab setting" beats "medical equipment photo" every time.
In Review Mode, you see all 10 concepts and can remove any before generation starts.
Professional prompts written
Each concept gets a detailed image generation prompt. The system automatically routes concepts: people shots get 400-600 word prompts with camera gear, lighting, and texture specifications for Nano Banana Pro. Non-people shots get 80-250 word natural prose prompts for Seedream 4.5.
The prompt engineering is based on months of production testing across thousands of stock photo submissions. No "beautiful" or "perfect" language (which triggers AI-looking output). Instead: specific materials, real camera models, named color temperatures, and texture descriptions.
Images generated
10 images generated using your own kie.ai account. The pipeline runs up to 3 generations concurrently. You pay kie.ai directly: Seedream costs about $0.03 per image, Nano Banana Pro about $0.09.
Your API key is encrypted at rest and only decrypted during generation. It is never logged or shared.
Quality evaluation
Every image is scored 1-5 on five dimensions: technical quality, commercial viability, Adobe Stock compliance, composition, and concept match. Images scoring below 3.5 are flagged so you can prioritize your best shots.
Keywords and metadata added
Each image that passes evaluation gets a title, description, and 49 keywords optimized for Adobe Stock search. This uses the same AI keywording engine that powers the AutoKeyWorder Chrome extension, with the added advantage that the AI already knows the concept behind each image.
When the pipeline designed the concept "eco-friendly kraft paper packaging for food brands," it passes that context to the keywording engine. The result: keywords a stock buyer would actually search for, not just visual descriptions.
Download ZIP with IPTC embedded
Title, description, and all 49 keywords are embedded directly into each JPEG file as IPTC metadata. When you drag the images into Adobe Stock's upload page, the metadata fields auto-populate. No copy-pasting.
Download the ZIP, upload to Adobe Stock, review the pre-filled fields, submit. That is the entire process.
32 credits for 10 images. As low as $0.32 with Pro credits.
Start Generating