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.
335 tools · Updated October 2026
Voxqube dubs your existing YouTube videos into other languages with AI voices plus a human QA pass before the track goes live.
Free browser-based 3D garment design and real-time visualization
Self-hosted AI coding sandboxes: turn one Linux server into a fleet of isolated, agent-ready dev containers
A free browser extension that shows a ChatGPT answer panel beside results on Google, Bing, DuckDuckGo, Yahoo, Startpage, Brave, Ecosia, and YouTube.
Open-source AI assistant that turns plain-English questions into Snowflake SQL.
Local-first semantic code search that runs fully offline with hybrid retrieval and no API keys.
AI daily planner that syncs with wearables to protect your energy and deep work.
AI app that photo-detects bike components and sends maintenance reminders.
Atomic turns typed or spoken scheduling requests into real calendar changes — no grid-dragging required.
Find new customers on Reddit with AI-powered lead generation and personalized messages.
Free AI travel hub blending machine-generated and human-validated itineraries for global destinations.
Nfig AI automates browser tasks from plain-English instructions — scraping, form filling, and data extraction without code.
Tufa was a browser-based AI social media scheduler for planning and publishing to six networks; the tufa.io domain is now listed for sale at $2,999.
Enterprise cognitive AI using active inference for explainable, audit-ready decisions
Beckon by Stellar is an AI voice assistant that cold-calls every career-school inquiry within 60 seconds and books the appointment.
Deceptive adult content directory posing as an AI photo site.
Open-source natural language search for React (JS/TS) codebases you can self-host.
Open-source PyTorch toolkit for compressing transformer NLP models via knowledge distillation.
Death to Humans is a listed-for-sale domain, not an AI news outlet — the homepage is a GoDaddy sale page.
Turn any article into a natural-sounding audio player with one click.
Genius was a text-to-UI generator for Figma components — genius.design is now a parked domain.
A free, no-signup chat fitness and nutrition coach that no longer operates at melany.ai — the domain is now listed for sale.
Unified AI data platform for ETL, RAG, and natural-language analytics — currently unavailable due to expired domain.
A free AI analogy generator whose domain now serves casino content — do not use it.
MarketAI's domain is listed for sale on GoDaddy for $1,488 — the product site is no longer live
Free AI social listening that turns up to 3 public X profiles into plain-language pattern summaries.
GPTeam is an open-source Python framework for simulating teams of GPT-based agents that coordinate, delegate, and adapt in a shared
meetclones.com now serves Spanish-language Mines casino affiliate copy — no AI companion product is live at this domain.
AI roof and exterior measurement reports from phone photos, delivered in minutes.
Extract code from videos, PDFs, and images instantly.
OneStop is a location-based social app for posting plans and finding nearby people to do things with in NYC.
Browser-based AI image generator with themed modes for D&D art, anime, Pokemon, and cartoon characters.
Chat 5 is listed in AI tool directories as an AI paragraph writer, but its domain currently serves only the default Firebase Hosting placeholder page.
Upload a room photo and get four AI redesigns in under four seconds, then chat to refine and price the shop list.
Daily competitor-intelligence briefs for local businesses — tracked from public pages, delivered by email.
Wizi converts Figma frames into React and Vue components styled with Tailwind CSS — but the domain is for sale.
AI that finds and fixes bugs in your code, reclaiming 40% of developer time.
Free, private, browser-based Photoshop alternative with local AI editing.
AI text-to-speech platform for turning scripts and blog posts into podcasts, audiobooks, and audio ads with built-in distribution.
Dore AI's on-device computer vision SDK for iOS and Android is archived — dore.ai is a $70,000 domain listing.
Off/Script turns community ideas into real merch with AI clustering, voting, and Printful fulfillment.
A free browser tool that turns sketches or text prompts into AI-generated artwork.
Low-code AI API builder for shipping custom LLM endpoints in minutes, not weeks
kimiflare is an open-source terminal AI coding agent that runs Kimi K2.6 through your own Cloudflare Workers AI account, billed per token.
Deep learning NLP survey covering transformer architecture, attention, and pretrained language models
Real-time OpenAI cost tracking with per-model and per-user spend breakdowns for API teams.
AI product photography: turn phone shots into listing-ready studio images.
E.Y.E. by Expert Chase is a personal AI assistant that reads your tasks, calendar, health and finances in one app.
Booom is gone — the ai trivia game generator's domain is now a $25,000 for-sale listing on Spaceship.
AI feedback analysis that turns customer reviews, tickets, and interviews into product decisions.
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