Categories

General-purpose AI assistants for writing, research, coding, and everyday tasks. This is where most people start — and where most people overpay for overlap.

AI code assistants, editors, and agents. The key split is IDE assistant vs agentic editor vs CLI agent vs prompt-to-app builder.

Text-to-image generation. Tools differ sharply on aesthetics, text rendering, and commercial-use safety.

Text/image-to-video generation and AI avatar video. The two big use cases are creative short clips and scalable talking-head/avatar content.

Text-to-speech, voice cloning, and dubbing.

Full-song generation from text prompts.

Marketing copy, SEO content, editing, and fiction. General assistants now cover much basic writing, so specialist tools only earn their price for team workflows or niche needs.

Cited search, literature review, and source-grounded analysis.

No-code automation and AI workflow tools connecting your apps.

Tools for building autonomous agents and multi-agent systems — distinct from chatbots, which respond to a single prompt.

Meeting transcription, workspace AI, and day-to-day productivity.

Design and visual content creation with AI.

SEO platforms and content-optimization tools, increasingly AI-powered.

Conversational data analysis and spreadsheet Q&A.