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ml 111

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.

Coda

general

Docs, spreadsheets, and apps in one platform

Free From $10 52 · 25,847 votes

Hemingway Editor Plus

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Writing clarity tool that flags clunky sentences

Free 49 · 25,079 votes

Helpjuice

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Knowledge base software for teams

Free 48 · 47,285 votes

AI STUDIO

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Text-to-video with custom avatars and AI dubbing

Free 47 · 26,195 votes

Slite

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AI-powered knowledge base for company information

Free 46 · 59,705 votes

AIPRM

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AI content generation for businesses

Free 45 · 9,319 votes

Dovetail

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Customer intelligence platform for feedback analysis

Free 45 · 40,543 votes

Carepatron Medical Transcription

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Practice management for healthcare

Free 44 · 45,122 votes

Notta Showcase

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Transcribe and summarize meetings

Free From $8.17 44 · 8,637 votes

Build Intelligent Documentation with AI Knowledge Base Software

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Knowledge base with AI search and chat

Free 44 · 57,548 votes

Learn Prompting

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Online course for AI prompt engineering

Free 43 · 30,063 votes

Fineshare

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Create AI voice clones from audio samples

Free 42 · 35,628 votes

Picarta

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Identify the location where a photo was taken

Free 41 · 56,286 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

UXsniff

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Detect UX changes and understand their impact

Free 40 · 63,421 votes

Zams

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AI automation for sales and revenue operations

Free 39 · 53,725 votes

Delve

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Generate synthetic user personas and conduct AI research

Free 38 · 56,968 votes

Squire AI

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AI assistant for financial advisors and planning tasks

Free 38 · 64,130 votes

OctiAI

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Create effective AI prompts from short ideas in seconds

Free 38 · 63,762 votes

Wallu

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Discord FAQ bot that answers support questions 24/7

Free 38 · 62,040 votes

Buzzabout

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Extract insights from reviews, surveys, and social media

Free 38 · 60,898 votes

Revisor

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Monitor electoral procedures and count voters

Free 38 · 60,806 votes

Based Tools

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Directory of over 12,000 AI tools and websites

Free 38 · 60,557 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.