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 chat assistant for crafting engaging replies on social media and dating apps
Turn plain English into production-ready web and mobile apps.
Daily AI competitor briefs for small businesses who can't afford Crayon.
Open-source sentence-level graph memory engine for AI agents
Quick resume builder with recruiter-tested templates.
AI data analyst that automates DTC and e-commerce operations.
Open-source multithreaded task execution and optimization engine for agent workflows and dweb apps
AI document archive that finds any file in seconds
Open-source winner's solution for the CrowdFlower product search relevance challenge.
Create personalized Spanish children's stories with AI illustrations.
AI-powered short-form video creation with reusable AI characters and JSON image prompts
Plan and previsualize scenes with 3D, AR, and AI, all from your smartphone.
AI-powered SEC filing analysis with precise citations for finance professionals.
AI that books restaurant reservations for you with verified accuracy.
Run open-source LLMs fully offline on Mac & Windows, encrypted at rest
Agentic engineering management platform unifying standups, retros, feedback, and code insights.
Open-source visual AI agent builder with built-in cost control and observability.
AI-powered YouTube idea generation, scriptwriting, and competitor analysis.
Zero-permission Android file viewer that never asks for access
Open-source scene text detection algorithm improving EAST for long lines
Stealth web browsing automation for AI agents with human-like behavior.
AI quoting automation for U.S. distributors — turn lost quotes into won deals.
Your autonomous AI co-founder that builds, markets, and grows your business 24/7.
One-click chaos translator for messy text and voice dictation across the web.
Community-voted ChatGPT prompts to spark ideas fast.
Open-source LLM inference engine for learning production-grade serving techniques hands-on.
Generate professional product and model photos for e-commerce in seconds with AI.
Free text-to-speech with 20,000+ character voices, no limits
Free in-browser AI code translator between languages, with CLI-to-GUI conversion.
Turn a short prompt into a 4-6 chapter illustrated mini-novel, free to start.
Chat with your documents – instant PDF and Markdown summarization and Q&A
Free web-based converter that extracts MP3 audio from YouTube videos without sign-up or ads.
AI-powered Chrome extension for generating white papers from curated web snippets.
Free AI chat with Gemini 2.5 Flash and web search, no sign-up required.
Curated instruction prompts for reliable GPT-3.5/GPT-4 text generation and classification.
DiscuroAI lets developers chain GPT-3 and DALL-E 2 workflows via a single API, returning clean JSON.
Quick AI article summaries in your Chrome browser
Free AI debugger: paste code, describe the problem, get a fix.
SLM-powered HTML main content extractor for RAG and agent pipelines.
A/B test GPT-3 prompts and deploy the winning variant as a live API endpoint.
Self-host an AI concept explainer with Feynman, 4MAT, and auto-graded quizzes.
AI investment bank for selling $5M–$100M businesses
AI-assisted collaborative security report writing for pen testers and compliance teams
AI-native sourcing broker to find and vet overseas manufacturers in Southeast Asia.
Autonomous program synthesis engine that writes and modifies interpretable software from natural language.
Email any article link, get an AI summary in your inbox in ~10 minutes. No app, no signup.
AI tweet assistant for expressive, engaging posts on X, starting at $5/month.
Voice-activated AI assistant for Android and WearOS with pay-as-you-go credits.
AI agents for credit and collections in lending operations, YC-backed with no-code workflows.
Access ChatGPT instantly from your Mac menu bar with a one-time payment.
Need safer alternatives?
Tell us your use case and we'll recommend tools with strong viability scores — or see the full AI Tools Deadpool report for catalog-wide mortality data.
Find Safe Alternatives