Adobe Stock
Ordered titles and up to 49 keywords with Adobe-ready CSV export.
BYOK metadata workbench
Metadata built for review, not blind upload.
MetaGen analyzes images, drafts platform-aware metadata, flags common compliance risks, and exports clean CSV or JSON while keeping the contributor in control.
Public workbench deployment pending. The active local build is tested and operational.
Four useful output profiles.
One image can be reviewed against the destination that matters instead of receiving one generic block of AI tags.
Shutterstock
Descriptions, categories, keyword limits, and Shutterstock CSV output.
iStock / Getty
Review-first draft fields for titles, captions, keywords, and IPTC workflows.
General SEO
Filename, alt text, caption, page title, meta description, and JSON export.
Product proof
Tested where mistakes matter.
23 passing tests
Compliance, exports, custom profiles, API errors, provider parsing, and interface contracts.
Four AI providers
Gemini, OpenAI, OpenRouter-compatible endpoints, and Anthropic through user-owned keys.
Accountless by design
No hosted credits, subscription gate, or required user database in the current product.
Review remains human
Warnings and metadata drafts support contributor judgment rather than pretending to replace it.