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.
278 tools · Updated September 2026
AI-driven clinical trial patient matching and recruitment from EMR data.
Free AI face generator for realistic human portraits with simple controls
Free step-by-step tutorials to master ChatGPT, Midjourney, and other AI tools.
Create immersive, AI-powered shows that live inside your phone.
Free AI project scaffold for idea-stage founders.
AI-powered product visuals and short-form videos for e-commerce and social media.
Compute verified, expert-level answers from curated data and algorithms.
AI voice generator for lifelike text-to-speech and voice cloning.
AI property intelligence for insurance and real estate risk
Enterprise AI avatar video platform for lifelike voiceovers at scale
AI-native CDP that unifies customer data and automates AI-driven segmentation and activation.
Create images, videos, and speech with one AI tool.
Deno-native ML library for building neural nets with GPU, WASM, and CPU backends in TypeScript.
Decentralized, unfiltered AI inference on a peer-to-peer GPU network.
Automate Google review replies with AI to boost local SEO and save hours weekly.
Route every AI query to the best model for accuracy and cost efficiency.
No-code AI voice agents for lead gen, support, and ordering.
Automated client reports from GitHub commits, delivered monthly.
AI cover letter generator that personalizes applications fast
AI review generator that builds realistic product reviews for shops with zero sales.
AI chat assistant in VS Code to understand, modify, and comment code.
Fast native macOS ChatGPT client with tabs, global shortcuts, and pay-as-you-go pricing
Self-hosted ChatGPT bot for Telegram with voice, image generation, and multi-user support.
Generate a futuristic mini-you and explore personality with AI.
Expert AI agents trained on GitHub repos for library-specific coding help.
AI-powered virtual healthcare for symptom triage and doctor consultations.
AI pet health companion for symptom triage, wellness tracking, and vet guidance.
Open-source text-to-speech and voice cloning toolkit for developers.
Bright Data's web data platform for AI training and agentic access
AI content generation made simple for writers and marketers.
Pure Rust language detection library for 80+ languages.
AI energy optimization and automated ESG reporting for commercial buildings.
An open-source Python framework that turns ordinary functions into AI-powered tools via simple decorators.
Decentralized AI inference with sub-5ms latency and verifiable compute
Agentic AI SOC platform that triages 100% of alerts with transparent reasoning.
AI decision engine that helps you evaluate, compare, and select AI tools with confidence.
Turn any webpage into clean, structured data with AI in one click—no code or CSS selectors.
AI voice generator with 900+ voices and 142 languages
AI fashion model generator and background editor for e-commerce
High-performance AI inference platform for production ML models.
Turn any URL into multi-channel ads in seconds with AI.
Turn text into professional AI video presenters with Hour One's text-to-video platform.
AI crop monitoring and yield analytics for large-scale farms.
Turn prompts into polished, narrative-driven slide decks in minutes.
Vue.ai is an enterprise AI orchestration platform that unifies data, customer, automation, and optimization hubs for rapid AI transformation.
Fast, native GUI for MySQL, PostgreSQL, SQLite & more
AI-powered 3D creation suite for game-ready models
AI photo scanning app that auto-crops, restores, and colorizes old photos fast.
AI-native 3D modeling for rapid asset creation.
AI podcast post-production: silence removal, filler word cleanup, loudness normalization
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