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The ML category is a broad collection of 674 tools that apply machine learning across industries and functions, from healthcare documentation and legal research to user research, code generation, and content creation. It captures AI applications that do not fit cleanly into a single vertical.

Monica

general

AI assistant supporting multiple major models

Free From $8.3 52 · 37,663 votes

Kaption AI

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Captions and subtitles for video and audio in 120+ languages

Free 41 · 23,143 votes

Zyft

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AI shopping comparison app for finding products

Free 40 · 36,425 votes

Zams

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AI automation for sales and revenue operations

Free 39 · 53,725 votes

Squire AI

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AI assistant for financial advisors and planning tasks

Free 38 · 64,130 votes

Beam

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ChatGPT on Mac with a global hotkey

Free 38 · 63,616 votes

Based Tools

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Directory of over 12,000 AI tools and websites

Free 38 · 60,557 votes

Roundtable

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Real-time bot detection for user surveys and traffic

Free 38 · 55,496 votes

100 Markets Inst

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Blog posts generated in multiple languages

Free 38 · 56,388 votes

Unvoice Bot

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Transcribe WhatsApp voice messages instantly

Free 37 · 55,406 votes

Experai

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Ask questions to subject matter experts

Free 37 · 51,605 votes

JADWAL188

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Discover ingredients in your favorite snacks

Free 37 · 50,839 votes

Listen Monster

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Convert audio and video to text with fast transcription

Free 37 · 46,765 votes

Mailyr

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Write emails in seconds with free AI Chrome extension

Free 37 · 43,988 votes

Luw.ai

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Design interior and exterior spaces with AI

Free 37 · 38,815 votes

Codara

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Code review automation

Free 37 · 40,582 votes

Forma Run

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AI running analysis for form and injury prevention

Free 37 · 38,860 votes

AI Reelity Trip Planner

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AI trip planning and travel itinerary assistance

Free 37 · 35,344 votes

UserWatch

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Product analytics with AI

Free 37 · 34,513 votes

Synexa AI

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Sales and marketing automation platform

Free 37 · 33,131 votes

Pop-Plan

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AI travel itinerary planner based on preferences and budget

Free 36 · 32,002 votes

Try AiryChat AI Assistants for Free

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Free AI assistants for learning and business

Free 36 · 30,510 votes

Siedesk

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AI knowledge base and FAQ builder for internal and customer-facing documentation

Free 36 · 25,544 votes

Entry Point AI

general

Fine-tune custom language models without code

Free 36 · 19,431 votes

Because this category covers so many domains, browsing by sub-use case is more efficient than scrolling the full list. Tools like Hippo Scribe and SopCreator serve very specific professional workflows, while others like User Evaluation or Userpersona target product and UX teams. The quality bar across the category is uneven: some tools are mature products with enterprise customers, while others are early-stage experiments. When evaluating any tool in this space, look for evidence of actual accuracy and reliability in your specific domain, since ML performance varies dramatically across tasks. Integration depth and data handling are often the deciding factors for business use. Pricing models are diverse, from usage-based API billing to flat-rate SaaS subscriptions. Open-source alternatives exist for many of the underlying tasks, so for teams with technical resources, comparing commercial tools against self-hosted options is worth the effort.