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

1.
Findnlink
FindnlinkFree

Findnlink turns a plain-language idea into a free AI-scaffolded project board — logo, roles and Kanban — in minutes.

0/100At Risk
2.
Cerenovus
CerenovusContact Sales

AI analysis that runs operational due diligence across a company's contracts, ledgers, tickets, and email — and links every finding to its

0/100At Risk
3.
Tokovo
TokovoContact Sales

Create immersive, AI-powered shows that live inside your phone.

0/100At Risk
4.
debugcode.ai
debugcode.aiFree

Free browser-based AI debugger: paste your code, describe the bug, get a suggested fix.

8/100At Risk
5.
ViralWorks_Studio
ViralWorks_StudioFreemium

AI-powered product visuals and short-form videos for e-commerce and social media.

9/100At Risk
6.
Aiswers.com
Aiswers.comFreemium

Ask one question, read how several AI models answer it, then vote and comment in a public feed.

9/100At Risk
7.
MagnaPlay
MagnaPlayFreemium

AI game translation platform for indie devs, with glossary and translation memory.

11/100At Risk
8.
Spytik
SpytikFreemium

AI-assisted TikTok niche discovery that turns a keyword search into trending video and engagement data.

11/100At Risk
9.
BrewPrompts
BrewPromptsFreemium

The BrewPrompts domain is for sale on GoDaddy — there is no live prompt management tool at this address.

11/100At Risk
10.
CommandDash
CommandDashFreemium

AI agents trained on open-source library repos give you library-specific code answers inside your editor.

11/100At Risk
11.
Vossle
VosslePaid

Vossle is gone — vossle.com is now a GoDaddy domain listing asking USD $4,888 for the name alone.

11/100At Risk
12.
Humii
HumiiFreemium

AI voice companion that personalizes goodnight audio for women—with real-time segment generation.

11/100At Risk
13.
GeminiGenAI
GeminiGenAIFreemium

Create images, videos, and speech with one AI tool.

11/100At Risk
14.
Netsaur
NetsaurFree

MIT-licensed Deno/TypeScript neural network library that trains small feedforward models on CPU, WebGPU, WebGL, or WASM backends.

14/100At Risk
15.
Daisy.so
Daisy.soContact Sales

AI image and video generation for brands — create, edit, and animate on-brand visuals with reusable Pods.

14/100At Risk
16.
EverMail AI
EverMail AIPaid

EverMailAI.com's domain is listed for sale on GoDaddy for $375 — the AI email personalization platform is no longer operating.

14/100At Risk
17.
AutoThread AI
AutoThread AIFreemium

Turning podcasts and YouTube videos into ready-to-post Twitter threads in minutes.

14/100At Risk
18.
Talos
TalosPaid

Decentralized, unfiltered AI inference on a peer-to-peer GPU network.

15/100At Risk
19.
Postify
PostifyFreemium

Postify is a dead AI social media scheduling tool — postify.app is now a GoDaddy domain listed at $3,500.

16/100At Risk
20.
MyReply
MyReplyPaid

Automate Google review replies with AI to boost local SEO and save hours weekly.

17/100At Risk
21.
Aleph Insurance AI
Aleph Insurance AIContact Sales

AI-powered insurance policy analysis for commercial brokers.

18/100At Risk
22.
EzyGraphs
EzyGraphsFreemium

Turn blog posts into professional infographics instantly

18/100At Risk
23.
Welma
WelmaFreemium

Welma turns dense sentences and paragraphs into plainer English — but the domain is currently listed for sale rather than operating as a live product.

18/100At Risk
24.
NeverEnds
NeverEndsFreemium

Turn text into polished videos in minutes with AI-generated visuals, voiceovers, and captions.

19/100At Risk
25.
Infinite Kanvas
Infinite KanvasFree

Free AI image editor for style transfer and text-to-image on an infinite canvas

20/100At Risk
26.
Watto AI
Watto AIFreemium

No-code AI voice agents for lead gen, support, and ordering.

20/100At Risk
27.
Clientence
ClientenceFreemium

Automated client reports from GitHub commits, delivered monthly.

20/100At Risk
28.
ProductBot
ProductBotFreemium

AI shopping assistant that turns plain-language Amazon requests into a shortlist of products worth buying.

20/100At Risk
29.
Scribble Diffusion
Scribble DiffusionFree

Scribble Diffusion turns hand-drawn sketches plus a short prompt into free AI-generated images in your browser.

21/100At Risk
30.
Applaime
ApplaimeFreemium

AI cover letter generator that personalizes applications fast

21/100At Risk
31.
wsup.ai
wsup.aiFree

Free, no-sign-up AI character chat that runs in your browser inside the now.gg gaming ecosystem

21/100At Risk
32.
Telechat
TelechatFreemium

No-code AI chatbot builder for Telegram that answers from your own documents and PDFs.

21/100At Risk
33.
Gimme Summary AI
Gimme Summary AIFreemium

Gimme Summary AI is a Chrome extension that summarizes web articles in one click using ChatGPT.

21/100At Risk
34.
ReplyMind
ReplyMindFreemium

ReplyMind drafts context-aware replies for LinkedIn, X, and Product Hunt before you post.

21/100At Risk
35.
Chatpad AI
Chatpad AIFree

Open-source, self-hosted ChatGPT frontend that runs on your own OpenAI API key with chats stored locally.

21/100At Risk
36.
NeoPass
NeoPassFreemium

Stealth AI exam assistant for Iamneo, Examly, NPTEL and HackerRank test-takers

21/100At Risk
37.
DiscussAI
DiscussAIFree

Free web tool where 17 AI personas debate any topic you submit in a live transcript feed.

21/100At Risk
38.
An CodeAI
An CodeAIFreemium

Chat with a Claude AI agent to build apps and websites from plain English

21/100At Risk
39.
Echobase
EchobaseFreemium

Build no-code AI agents that query and analyze your business documents.

21/100At Risk
40.
AI Emoji
AI EmojiFreemium

Turn selfies into custom AI emojis instantly with HD generation.

21/100At Risk
41.
Wryter AI
Wryter AIFreemium

Wryter AI bundles text, image, and code generation into one credit-based subscription for creators and small teams.

21/100At Risk
42.
ChatTab
ChatTabFreemium

ChatTab is a native macOS ChatGPT client with tabs, global shortcuts, and pay-as-you-go access.

21/100At Risk
43.
DressPlay
DressPlayFree

Free AI clothes changer to swap outfits in photos instantly

21/100At Risk
44.
Ansy.ai
Ansy.aiFreemium

Ansy.ai is a Discord FAQ bot that learns answers from your server's own chat history.

21/100At Risk
45.
ShortVideoGen
ShortVideoGenFreemium

Turn text prompts into short videos with synced AI audio, powered by Sora 2.

21/100At Risk
46.
Mi Cuento Digital
Mi Cuento DigitalFreemium

Create personalized Spanish children's stories with AI illustrations.

21/100At Risk
47.
Prompt&
Prompt&Freemium

Prompt& was a curated library of 1,000+ startup-focused AI prompts — the domain promptand.com is now listed for sale.

21/100At Risk
48.
CallBud AI
CallBud AIFreemium

CallBud AI places outbound voice calls to book restaurant, salon, and clinic appointments for you in English.

21/100At Risk
49.
AI Email Writer
AI Email WriterFreemium

Template-driven email drafting: pick a category, fill in the details, get a written professional email in seconds.

21/100At Risk
50.
Rakun Ask
Rakun AskFree

Generate polite formal requests for hotels, airlines, restaurants, and more—instantly.

21/100At Risk

335 tools found

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