Viability Scores

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

151.
Voxqube for YouTube creators
Voxqube for YouTube creatorsContact Sales

Voxqube dubs your existing YouTube videos into other languages with AI voices plus a human QA pass before the track goes live.

25/100At Risk
152.
HOUSE OF ESSE
HOUSE OF ESSEFreemium

Free browser-based 3D garment design and real-time visualization

25/100At Risk
153.
sandboxd
sandboxdFree

Self-hosted AI coding sandboxes: turn one Linux server into a fleet of isolated, agent-ready dev containers

25/100At Risk
154.
ChatGPT for Search Engines
ChatGPT for Search EnginesFree

A free browser extension that shows a ChatGPT answer panel beside results on Google, Bing, DuckDuckGo, Yahoo, Startpage, Brave, Ecosia, and YouTube.

25/100At Risk
155.
SnowBrain
SnowBrainFree

Open-source AI assistant that turns plain-English questions into Snowflake SQL.

25/100At Risk
156.
CodeRAG
CodeRAGFree

Local-first semantic code search that runs fully offline with hybrid retrieval and no API keys.

25/100At Risk
157.
rivva
rivvaPaid

AI daily planner that syncs with wearables to protect your energy and deep work.

25/100At Risk
158.
Biker 2.0: Bicycle track & maintain
Biker 2.0: Bicycle track & maintainFreemium

AI app that photo-detects bike components and sends maintenance reminders.

25/100At Risk
159.
Atomic
AtomicFreemium

Atomic turns typed or spoken scheduling requests into real calendar changes — no grid-dragging required.

25/100At Risk
160.
Popsy
PopsyFreemium

Find new customers on Reddit with AI-powered lead generation and personalized messages.

25/100At Risk
161.
Travelnaut
TravelnautFree

Free AI travel hub blending machine-generated and human-validated itineraries for global destinations.

25/100At Risk
162.
Nfig AI
Nfig AIFreemium

Nfig AI automates browser tasks from plain-English instructions — scraping, form filling, and data extraction without code.

25/100At Risk
163.
Tufa
TufaPaid

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.

25/100At Risk
164.
VERSES
VERSESContact Sales

Enterprise cognitive AI using active inference for explainable, audit-ready decisions

25/100At Risk
165.
Stellar
StellarFreemium

Beckon by Stellar is an AI voice assistant that cold-calls every career-school inquiry within 60 seconds and books the appointment.

25/100At Risk
166.
photo ai service
photo ai serviceFree

Deceptive adult content directory posing as an AI photo site.

25/100At Risk
167.
Wizi AI
Wizi AIFreemium

Open-source natural language search for React (JS/TS) codebases you can self-host.

25/100At Risk
168.
TextBrewer
TextBrewerFree

Open-source PyTorch toolkit for compressing transformer NLP models via knowledge distillation.

25/100At Risk
169.
Death to Humans
Death to HumansFree

Death to Humans is a listed-for-sale domain, not an AI news outlet — the homepage is a GoDaddy sale page.

25/100At Risk
170.
Voicera
VoiceraFreemium

Turn any article into a natural-sounding audio player with one click.

25/100At Risk
171.
Genius
GeniusPaid

Genius was a text-to-UI generator for Figma components — genius.design is now a parked domain.

25/100At Risk
172.
Melany AI
Melany AIFree

A free, no-signup chat fitness and nutrition coach that no longer operates at melany.ai — the domain is now listed for sale.

25/100At Risk
173.
Ezdata
EzdataFreemium

Unified AI data platform for ETL, RAG, and natural-language analytics — currently unavailable due to expired domain.

25/100At Risk
174.
analogenie
analogenieFree

A free AI analogy generator whose domain now serves casino content — do not use it.

25/100At Risk
175.
MarketAI
MarketAIFreemium

MarketAI's domain is listed for sale on GoDaddy for $1,488 — the product site is no longer live

25/100At Risk
176.
Truffle
TruffleFree

Free AI social listening that turns up to 3 public X profiles into plain-language pattern summaries.

25/100At Risk
177.
GPTeam
GPTeamFree

GPTeam is an open-source Python framework for simulating teams of GPT-based agents that coordinate, delegate, and adapt in a shared

25/100At Risk
178.
Clones
ClonesFreemium

meetclones.com now serves Spanish-language Mines casino affiliate copy — no AI companion product is live at this domain.

25/100At Risk
179.
Aether
AetherPaid

AI roof and exterior measurement reports from phone photos, delivered in minutes.

25/100At Risk
180.
Blackbox
BlackboxFreemium

Extract code from videos, PDFs, and images instantly.

25/100At Risk
181.
Interface
InterfaceFreemium

OneStop is a location-based social app for posting plans and finding nearby people to do things with in NYC.

25/100At Risk
182.
Image AI App
Image AI AppFreemium

Browser-based AI image generator with themed modes for D&D art, anime, Pokemon, and cartoon characters.

25/100At Risk
183.
Chat 5
Chat 5Free

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.

25/100At Risk
184.
Design My Room
Design My RoomFreemium

Upload a room photo and get four AI redesigns in under four seconds, then chat to refine and price the shop list.

25/100At Risk
185.
MyIntelBrief
MyIntelBriefFreemium

Daily competitor-intelligence briefs for local businesses — tracked from public pages, delivered by email.

25/100At Risk
186.
Wizi
WiziFreemium

Wizi converts Figma frames into React and Vue components styled with Tailwind CSS — but the domain is for sale.

25/100At Risk
187.
Latta AI
Latta AIFreemium

AI that finds and fixes bugs in your code, reclaiming 40% of developer time.

25/100At Risk
188.
Online PS Editor
Online PS EditorFree

Free, private, browser-based Photoshop alternative with local AI editing.

25/100At Risk
189.
LaunchPod
LaunchPodFreemium

AI text-to-speech platform for turning scripts and blog posts into podcasts, audiobooks, and audio ads with built-in distribution.

25/100At Risk
190.
Dore AI
Dore AIFreemium

Dore AI's on-device computer vision SDK for iOS and Android is archived — dore.ai is a $70,000 domain listing.

25/100At Risk
191.
Off/Script
Off/ScriptFreemium

Off/Script turns community ideas into real merch with AI clustering, voting, and Printful fulfillment.

25/100At Risk
192.
AI Video & Art Generator
AI Video & Art GeneratorFree

A free browser tool that turns sketches or text prompts into AI-generated artwork.

25/100At Risk
193.
Props AI
Props AIPaid

Low-code AI API builder for shipping custom LLM endpoints in minutes, not weeks

25/100At Risk
194.
kimiflare
kimiflarePaid

kimiflare is an open-source terminal AI coding agent that runs Kimi K2.6 through your own Cloudflare Workers AI account, billed per token.

25/100At Risk
195.
Nlp Overview
Nlp OverviewFree

Deep learning NLP survey covering transformer architecture, attention, and pretrained language models

25/100At Risk
196.
Puddl
PuddlFreemium

Real-time OpenAI cost tracking with per-model and per-user spend breakdowns for API teams.

25/100At Risk
197.
Stylized
StylizedPaid

AI product photography: turn phone shots into listing-ready studio images.

25/100At Risk
198.
E.Y.E. by Expert Chase
E.Y.E. by Expert ChaseFreemium

E.Y.E. by Expert Chase is a personal AI assistant that reads your tasks, calendar, health and finances in one app.

25/100At Risk
199.
Booom
BooomPaid

Booom is gone — the ai trivia game generator's domain is now a $25,000 for-sale listing on Spaceship.

25/100At Risk
200.
Kraftful
KraftfulFreemium

AI feedback analysis that turns customer reviews, tickets, and interviews into product decisions.

25/100At Risk

335 tools found

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