Who AI recommends, and when it changes.
Data as of Mar 31, 2026 · Based on 17 AI answers · A buyer need in Visual Search and Auto-Tagging APIs. · See how Parse measures this
Recommendation share
Microsoft leads at 24% of AI recommendations; Amazon follows at 18%.
By platform
Platforms disagree: Amazon leads on Google AI Overviews, Microsoft on ChatGPT.
Representative prompts behind this market ranking, and how AI tends to answer.
Buyer needs that sit next to this one in the same market.
Why here: Recommended via its Vision API, with models like GPT-4o generating descriptive alt text from custom prompts. · 2 sources
Why here: Provides an API that generates alt texts from URLs or uploads and can translate descriptions into multiple languages. · 1 source
Why here: An automatic alt-text generator API with optional SEO keyword and context parameters for custom workflows. · 1 source
Why here: A simple REST API focused on AI alt text generation with batch support and WCAG-friendly output. · 1 source
Why here: Cited specifically for its developer API designed for headless CMS workflows. · 1 source
Why here: Offers a developer API for AI-generated alt text, suitable for automated upload pipelines and CMS integrations. · 1 source
Why here: Provides AI-powered alt text generation with API keys, multi-language support, and context/brand guidance features. · 1 source
Why here: A REST API that generates alt text from an image URL or Base64 upload. · 1 source
Why here: Recommends the Gemini API for building custom alt-text generation features. · 1 source
“We use a headless CMS. Who offers an automatic alt-text generator API for uploaded images?”
AI assistants list a variety of APIs. 
Amazon
