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The SOTA Collection

Good products. Worth finding.

Discover AI products and the people building them. Explore what they do, or share what you’re creating.

353Selected products
17Categories
29Tags
Latest reviewOct 4, 2026
This week on SOTA

213 products added, including Heidi, Jenni AI, Kittl

New guide: Why AI startups get acquired: 14 deals from 2025 and 2026

28 renames, acquisitions and shutdowns tracked

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Showing 1–24 of 353 projects

Muse

muse.ai

Meta's personal AI agent that carries out tasks such as sending emails and booking travel, and works toward longer-term goals with personalized plans.

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Brisk Teaching

www.briskteaching.com

An AI assistant that helps teachers create lessons, give writing feedback, and adapt classroom materials inside their existing browser workflows.

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Heidi

www.heidihealth.com

An AI clinical assistant that transcribes encounters into notes and helps clinicians prepare visits and draft follow-up documentation.

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Creatify

creatify.ai

An AI advertising tool that turns product pages into video ads and creates variations with AI actors and reusable ad templates.

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E2B

e2b.dev

A sandbox platform that gives AI agents isolated machines for executing code and working with files, shells and browsers.

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Draw Things

drawthings.ai

An AI image creation app for iPhone, iPad, and Mac with local generation, an infinite canvas, and on-device LoRA training.

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assistant-ui

www.assistant-ui.com

A TypeScript and React library for building AI chat interfaces with streaming, tool calls, attachments and human approval controls.

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Inkeep

inkeep.com

An AI agent platform for answering customer questions, assisting support staff, and automating work across knowledge bases and business tools.

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Diffit

web.diffit.me

An AI teaching tool that turns topics or existing materials into differentiated activities, slides, and printable classroom resources.

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Kittl

www.kittl.com

An AI design platform combining image, vector and video generation with editing, typography, mockups and shared workspaces.

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Peec AI

peec.ai

An AI search analytics platform that tracks brand visibility, position, sentiment and cited sources across selected AI models.

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Jenni AI

jenni.ai

An academic writing workspace combining AI autocomplete, PDF library chat and citations linked to source material.

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Scenario

www.scenario.com

A creative AI platform for generating images, video, audio and 3D assets, with custom model training and reusable workflows.

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Kapa

www.kapa.ai

An AI knowledge retrieval service that connects documentation and support content to assistants through prebuilt agents, an API, or MCP.

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FastMCP

gofastmcp.com

A Python framework for exposing functions as MCP tools and building clients that connect AI applications to local or remote servers.

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MagicSchool

www.magicschool.ai

An AI platform for educators that generates lesson plans, classroom presentations and feedback on student writing.

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Presenton

presenton.ai

An open-source presentation generator that turns prompts or documents into editable PowerPoint and PDF decks with a choice of AI providers.

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Spellbook

spellbook.com

An AI contract drafting and review tool for legal teams, with redlining, reusable playbooks and Word and Google Docs integrations.

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Data & SearchApache-2.0

An all-in-one open-source framework for semantic search, LLM orchestration and language model workflows, built around an embeddings database.

12,991
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Kortix

kortix.com

An open-source system for managing AI agents, skills, company memory and connectors in one repository you own, with any model, self-hosted or in the cloud.

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Upscayl

upscayl.org

A free, open-source desktop app for upscaling images with AI on Linux, macOS and Windows.

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Make a more informed choice.

Why AI startups get acquired: 14 deals from 2025 and 2026

Who bought which AI startups in 2025 and 2026, what the buyers were missing, how big the teams were and what happened to the products, with sources and a public dataset.

Read the guide

Open-source AI tools and their licenses: MIT, Apache 2.0, AGPL and source-available

What the licenses behind popular open-source AI tools allow, with examples from our catalog. Not legal advice.

Read the guide

AI products that were renamed, acquired or shut down: what we tracked in 2026

Renames, acquisitions, pivots and shutdowns we found while maintaining a catalog of AI products, with sources.

Read the guide

Pinecone vs Qdrant vs Weaviate for vector search

Managed or self-hosted, free tiers, licenses and entry pricing for three widely used vector databases.

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Otter.ai vs Fathom vs Granola for AI meeting notes

How three popular notetakers capture meetings, what their free plans include and what they cost.

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Lovable vs Bolt vs v0 for building an app from a prompt

Pricing, free plans and team billing of three popular AI app builders, from their official pricing pages.

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An AI product launch checklist: Product Hunt, Hacker News, X and directories

What to prepare before launch day, the posting rules of each channel, and the mistakes we see most often while listing 199 AI products.

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SEO basics for a new AI product site, and where established products slip

Titles, descriptions, share images, sitemaps, JavaScript and renames: what 158 AI product homepages get right and what new founders should copy.

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How to get your AI product found by ChatGPT, Claude and Perplexity

Which AI crawlers to allow, what they need to read on your site, and what 182 AI product sites actually do today.

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How AI products price in 2026: free plans, credits and the $20 tier

We checked the public pricing pages of 116 AI products. Most offer free usage, $20 a month is the usual entry price, and half meter usage with credits.

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How to evaluate an AI tool before adding it to your stack

A practical checklist for comparing AI tools by task, evidence, failure behavior and maintenance cost.

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Vercel AI SDK vs LangChain.js for a Next.js app

Compare AI SDK 7’s ToolLoopAgent with LangChain.js 1.x createAgent, structured output, licenses and migration work for a Next.js app.

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Pydantic AI vs LangChain for structured output

Compare Pydantic AI output modes with LangChain structured-output strategies, validation retries and Python package versions checked on 2026-10-04.

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