At-Risk AI Tools
These tools scored below 40on our viability model. In most cases the tool’s own homepage no longer resolves when we probe it, which caps the score regardless of anything else. The rest have very little evidence behind them — nothing published beyond a landing page and almost no discussion anywhere. Check before building critical workflows around them, and tell us if we have one wrong.
262 tools · Updated September 2026
AI-powered product management platform with contextual intelligence.
AI video generator for reference-led, longer cinematic scenes up to 30 seconds
Reduce AIGC detection rates in Chinese academic papers with semantic optimization.
Turn text prompts into explorable 360° images and videos, all in your browser.
AI voice agents that plug into your existing on-prem PBX, SBC, or contact center — no migration needed.
Turn Figma designs into production-ready frontend code with CodeParrot.
WhatsApp AI assistant with no app or login
AI creative suite for generating images and videos from text and reference images.
AI course authoring & LMS that generates curriculum, slides, narration, and video from a single prompt.
Free web-based converter that extracts MP3 audio from YouTube videos without sign-up or ads.
Open-source Electron app letting Claude 3.5 Sonnet control your Mac's mouse and keyboard.
Integrated AI service platform combining GPT Q&A with Midjourney drawing.
AI voice companion that answers dementia calls in your voice, 24/7
Scrape LinkedIn contacts and write AI copy in one tool.
AI academic paper generator with citations and human-like writing
AI icon generator: text to custom icons in 20+ styles, no subscription
Free unlimited AI image generator for art, graphics, and more.
Ask plain-English questions, get instant data insights, charts, and forecasts from your uploaded files.
AI-driven risk adjustment integrity for healthcare organizations.
Real-time AI tweet suggestions inside Twitter's compose box.
Generate shareable links that pre-fill ChatGPT prompts with a playful nudge.
Free, no-login ChatGPT-4o Mini chat for librarians exploring data science, funded by IMLS.
Create personalized AI rap songs with cloned voices of All In podcast hosts.
AI face aging videos that tell your life story in seconds.
AI-native music IP enforcement that turns unauthorized social ads into licensing revenue
Free, private, local AI character chat in your browser.
Open-source Swift package wrapping the OpenAI API with async/await and Combine.
Free AI email copywriter using PAS and AIDA frameworks
Turn outlines into non-fiction books and blog posts in minutes with Inkflow.
AI agent platform for curated earth data spatial intelligence for enterprises.
Quick AI caption generator for social media posts on Android.
AI agents that source, screen, and vet healthcare candidates end-to-end
Robotic housekeeping for hotels — linen folding first, then bed turnover and bathroom cleaning.
AI lead generation: multi-channel B2B outreach, pay per qualified lead.
Free macOS menubar app for offline speech-to-text with AI context.
AI photo recognition for smarter recycling.
Autonomous AI growth agent that A/B tests and personalizes your website for conversions 24/7
50+ ready-to-use SEO prompts to streamline research, optimize content, and boost traffic.
Open-source general-purpose robots that automate unsafe and repetitive tasks.
Research method from Hebrew University adapting text-to-video models for diverse, audio-aligned video generation via a lightweight adaptor network.
Physical AI data infrastructure for embodied agents, from real-world capture to training-ready datasets.
Free AI hackathons for hands-on building with 30k+ makers
AI copilot for frontend digital chip design, accelerating PPA convergence and bug debug in days.
让 AI 成为群聊中一个合适的存在——为 Koishi 框架设计的动态意愿响应机器人插件
Python + AI governance platform with real-time endpoint visibility and control.
开源中文语音对话机器人，支持脑机唤醒与ChatGPT集成
AI research platform for effortless academic reading, notes, and paper Q&A.
All-in-one AI toolkit for image editing, video enhancement, and copywriting.
Turn coding videos into viral TikToks with AI scripts and your cloned voice.
AI-native ERP that automates order entry for food wholesalers
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