Define the deliverable
Start with an approved product photograph, a factual product sheet and a list of campaign placements. Record the features that must survive generation: packaging shape, label wording, color, included accessories and relative dimensions. The deliverable is a set of reviewed advertising images, accompanied by their input references and revision history.
Build the workflow
- Give each product and placement a stable identifier. Separate factual product information from optional art direction.
- Use a text model to turn the brief into a structured shot list. Review its claims before requesting images.
- Send the approved references and one shot brief to an image model. Check the model documentation for supported image inputs and output sizes.
- Store the task identifier and completed asset against the original product and shot. Reopening an asset should read the saved result.
- Compare each image with the reference. Approve, reject or request a revision of that individual asset.
Check what matters
Inspect labels at the size customers will see them. Compare the silhouette, material and accessories with the original. A visually attractive image can still misrepresent a product. Keep final prices, promotional wording and legal copy in editable layout layers when exact text is essential.
For a review sheet, record product_id, shot_id, reference, result, decision and revision reason. Separate a failed request from a completed image that does not pass your review.
Connect the implementation
The image batch guide covers submitting and tracking multiple images. Use image model selection to check capabilities and the API quickstart for authentication. A script, n8n workflow or your application owns the product list, asset storage and approval process; SeedRouter supplies the model calls.
Budget for accepted images
Use current prices for the chosen model and settings. Add all completed attempts used to produce the accepted set when calculating cost per accepted image. Track review time separately. A requested weekly output target is not a demonstrated production capacity.
Related solutions
- Fashion catalog photography
Plan consistent catalog images around garment details, model references and scene requirements.
- Video production
Build a shot-based workflow with clear acceptance criteria, selective revisions and a delivery budget.
- AI comic and series production
Connect scripts, character references and reusable shots for serialized visual storytelling.
- Storyboards and animation keyframes
Translate a shot list and character references into keyframes that can guide animation.
- Editable brand assets
Combine generated imagery with editable text, original logos and a reusable design layout.
- In-game scene illustrations
Generate illustrations from game state with controls for scene accuracy, latency and reuse.