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
EazyCaptions auto-generates styled, emoji-annotated captions for short social video in your browser.
Free 0–100 Steam capsule and store page scorer with ranked, prioritized fixes for click-through.
Deepfakes.lol is a web-based face-swap tool for putting your face into existing video clips in the browser.
Somme.ai turns a prompt or outline into first-draft blog posts, ads, email, and social copy you then edit.
Open-source Python and Streamlit pipeline that turns a text prompt into a finished faceless short-form video with AI voiceover, captions, and stock footage.
LTX Studio pairs real-time LTX 2.5 AI video generation with multi-model rendering and one-click image-to-video.
Covric was a genre-aware AI book cover generator for indie authors — covric.com is now a parked domain for sale.
Agentic engineering management hub for consolidating standups, retros, code signals, and review cycles.
Continuous inference for real-time AI: run full-duplex voice and streaming speech models on the .wave engine.
Pure Rust language detection library for 80+ languages.
AI energy optimization for commercial buildings — automated HVAC and lighting control with GRESB-ready ESG reporting.
Decentralized AI inference with sub-5ms latency and verifiable compute
Radiant Security is an agentic AI SOC platform that triages 100% of your security alerts with transparent, auditable reasoning.
AI decision engine that helps you evaluate, compare, and select AI tools with confidence.
MindfulMemo.com domain for sale at $7,295 — an 11-character .com brand asset, not an AI tool.
JLL Technologies' machine learning platform for institutional commercial real estate portfolio valuation, risk simulation and market forecasting.
AI-powered virtual healthcare for symptom triage and doctor consultations.
No-code AI agents for HubSpot and CRM workflows, with a 19-action BuilderPack for HubSpot Agent Builder.
INK Editor is an AI writing and SEO content editor that scores, rewrites, and optimizes your draft as you type.
Autonomous sales agents that execute governed, auditable actions across your CRM, SEP, and ERP.
Discontinued: Play.ht (PlayAI) shut down at the end of 2025 after Meta acquired its team in July 2025. Voices and accounts were not migrated.
AI pet health companion for symptom triage, wellness tracking, and vet guidance.
Mosaic is now HiBob's Finance Suite — FP&A software that plans headcount and budgets off live Bob people data
Brand-focused AI image generation platform for consistent visual assets
Discontinued: Gobii's AI recruiting agents wound down, with the final day of operations on September 1, 2026.
Tessera AI is an unbuilt evidence-first AI coding agent for JetBrains IDEs — and tessera.dev is a domain listing, not a product.
Renamed: Deep 6 AI was acquired by Tempus AI in March 2025 and its trial matching folded into Tempus.
AI video generator that turns scripts into presenter-led videos with realistic avatars, at scale.
Cogsy is discontinued — the Shopify inventory management tool is offline, and cogsy.com now redirects to Mayple.
AI course creator that turns your expertise into mobile courses in minutes.
Blizzy AI is a research assistant that finds, summarizes, and cites sources across news, articles, and academic papers.
Discontinued: Coqui's hosted Studio and API went offline on December 11, 2023, and the company closed in January 2024. The open-source TTS/XTTS code remains.
Discontinued: Tome Slides, the AI presentation maker, shut down on April 30, 2025.
Magician turns text prompts into editable vector icons, UI copy, and images right inside your Figma canvas.
Code Genius adds React, Vue, and Tailwind CSS-aware AI completions to VS Code and JetBrains
Renamed: Lacework is now Lacework FortiCNAPP, part of Fortinet since August 2024.
AI-powered 3D creation suite for game-ready models
Discontinued: ClimateAi shut down in 2026 after eight years, and its CEO said capital is being returned to investors.
Musho.ai is a premium domain for sale at $49,999 — not a working AI social scheduling tool.
Discontinued: PlayAI, the rebranded Play.ht, shut down by December 31, 2025 after Meta acquired its team.
AI thumbnail generator for YouTube with CTR ratings and A/B testing built in
Discontinued: Trieve Cloud was sunset on November 1, 2025 after Mintlify acquired Trieve; the open-source project continues.
HiBob's FP&A suite that links live headcount data to financial plans — currently offline while it's rebuilt.
OpenMCP is a self-hosted MCP gateway for registering, deploying, and securing AI tool integrations.
Pykaso AI (Pyksel) generated realistic AI UGC ads with one consistent AI character — now shut down as of 30 September 2026.
AI podcast post-production: silence removal, filler word cleanup, loudness normalization
Neptune.ai is an experiment tracker for real-time training monitoring, run comparison, and layer-level metric analysis at frontier scale.
AI search engine for developers that prioritizes code snippets.
AI knowledge management and natural language search across your team's scattered documents.
Korean enterprise LLM — consumer CLOVA X service ended April 2026
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