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.

278 tools · Updated September 2026

101.
Reply AI
Reply AIPaid

AI chat assistant for crafting engaging replies on social media and dating apps

25/100At Risk
102.
CodeAI Studio Pro
CodeAI Studio ProFreemium

Turn plain English into production-ready web and mobile apps.

25/100At Risk
103.
MyIntelBrief
MyIntelBriefPaid

Daily AI competitor briefs for small businesses who can't afford Crayon.

25/100At Risk
104.
Vektori
VektoriFree

Open-source sentence-level graph memory engine for AI agents

25/100At Risk
105.
Resume Maker Professional
Resume Maker ProfessionalFreemium

Quick resume builder with recruiter-tested templates.

25/100At Risk
106.
Menza
MenzaPaid

AI data analyst that automates DTC and e-commerce operations.

25/100At Risk
107.
AgentPipe
AgentPipeFree

Open-source multithreaded task execution and optimization engine for agent workflows and dweb apps

25/100At Risk
108.
Veluvanto
VeluvantoFreemium

AI document archive that finds any file in seconds

25/100At Risk
109.
Kaggle CrowdFlower
Kaggle CrowdFlowerFree

Open-source winner's solution for the CrowdFlower product search relevance challenge.

25/100At Risk
110.
Mi Cuento Digital
Mi Cuento DigitalFreemium

Create personalized Spanish children's stories with AI illustrations.

25/100At Risk
111.
Clipt
CliptFreemium

AI-powered short-form video creation with reusable AI characters and JSON image prompts

25/100At Risk
112.
Storyblocker
StoryblockerFreemium

Plan and previsualize scenes with 3D, AR, and AI, all from your smartphone.

25/100At Risk
113.
PentaCue
PentaCuePaid

AI-powered SEC filing analysis with precise citations for finance professionals.

25/100At Risk
114.
Toivo AI
Toivo AIContact Sales

AI that books restaurant reservations for you with verified accuracy.

25/100At Risk
115.
Sanctum AI
Sanctum AIFree

Run open-source LLMs fully offline on Mac & Windows, encrypted at rest

25/100At Risk
116.
CodeKudu
CodeKuduPaid

Agentic engineering management platform unifying standups, retros, feedback, and code insights.

25/100At Risk
117.
Draft'n Run
Draft'n RunFreemium

Open-source visual AI agent builder with built-in cost control and observability.

25/100At Risk
118.
TubeSpark
TubeSparkPaid

AI-powered YouTube idea generation, scriptwriting, and competitor analysis.

25/100At Risk
119.
Gander
GanderPaid

Zero-permission Android file viewer that never asks for access

25/100At Risk
120.
AdvancedEAST
AdvancedEASTFree

Open-source scene text detection algorithm improving EAST for long lines

25/100At Risk
121.
LLM Browser
LLM BrowserContact Sales

Stealth web browsing automation for AI agents with human-like behavior.

25/100At Risk
122.
Soff
SoffContact Sales

AI quoting automation for U.S. distributors — turn lost quotes into won deals.

25/100At Risk
123.
ZeroHuman.
ZeroHuman.Freemium

Your autonomous AI co-founder that builds, markets, and grows your business 24/7.

25/100At Risk
124.
Clarafy
ClarafyFreemium

One-click chaos translator for messy text and voice dictation across the web.

25/100At Risk
125.
Ordinary People Prompts
Ordinary People PromptsFree

Community-voted ChatGPT prompts to spark ideas fast.

25/100At Risk
126.
Mini Infer
Mini InferFree

Open-source LLM inference engine for learning production-grade serving techniques hands-on.

25/100At Risk
127.
PixMaker AI
PixMaker AIFreemium

Generate professional product and model photos for e-commerce in seconds with AI.

28/100At Risk
128.
cvoice ai
cvoice aiFree

Free text-to-speech with 20,000+ character voices, no limits

31/100At Risk
129.
CodeMorph
CodeMorphFree

Free in-browser AI code translator between languages, with CLI-to-GUI conversion.

31/100At Risk
130.
InstaNovel
InstaNovelFreemium

Turn a short prompt into a 4-6 chapter illustrated mini-novel, free to start.

31/100At Risk
131.
DocsMind
DocsMindFreemium

Chat with your documents – instant PDF and Markdown summarization and Q&A

31/100At Risk
132.
Free YouTube to MP3 Converter
Free YouTube to MP3 ConverterFree

Free web-based converter that extracts MP3 audio from YouTube videos without sign-up or ads.

31/100At Risk
133.
WhitePaperGPT
WhitePaperGPTContact Sales

AI-powered Chrome extension for generating white papers from curated web snippets.

31/100At Risk
134.
Chat Unlimited & Ask Brutus AI
Chat Unlimited & Ask Brutus AIFreemium

Free AI chat with Gemini 2.5 Flash and web search, no sign-up required.

31/100At Risk
135.
Instructgpt Prompts
Instructgpt PromptsFreemium

Curated instruction prompts for reliable GPT-3.5/GPT-4 text generation and classification.

31/100At Risk
136.
DiscuroAI
DiscuroAIFreemium

DiscuroAI lets developers chain GPT-3 and DALL-E 2 workflows via a single API, returning clean JSON.

31/100At Risk
137.
Gimme Summary AI
Gimme Summary AIFree

Quick AI article summaries in your Chrome browser

32/100At Risk
138.
debugcode.ai
debugcode.aiFree

Free AI debugger: paste code, describe the problem, get a fix.

32/100At Risk
139.
MinerU HTML
MinerU HTMLFree

SLM-powered HTML main content extractor for RAG and agent pipelines.

32/100At Risk
140.
AnyAPI
AnyAPIFreemium

A/B test GPT-3 prompts and deploy the winning variant as a live API endpoint.

32/100At Risk
141.
Explainia
ExplainiaPaid

Self-host an AI concept explainer with Feynman, 4MAT, and auto-graded quizzes.

32/100At Risk
142.
OffDeal
OffDealContact Sales

AI investment bank for selling $5M–$100M businesses

32/100At Risk
143.
SecReport
SecReportContact Sales

AI-assisted collaborative security report writing for pen testers and compliance teams

32/100At Risk
144.
Saudara AI
Saudara AIContact Sales

AI-native sourcing broker to find and vet overseas manufacturers in Southeast Asia.

32/100At Risk
145.
Maya Labs
Maya LabsContact Sales

Autonomous program synthesis engine that writes and modifies interpretable software from natural language.

32/100At Risk
146.
SkimIt.ai
SkimIt.aiFree

Email any article link, get an AI summary in your inbox in ~10 minutes. No app, no signup.

33/100At Risk
147.
TweetEmote
TweetEmotePaid

AI tweet assistant for expressive, engaging posts on X, starting at $5/month.

33/100At Risk
148.
AiCogni
AiCogniPaid

Voice-activated AI assistant for Android and WearOS with pay-as-you-go credits.

33/100At Risk
149.
PathPilot
PathPilotContact Sales

AI agents for credit and collections in lending operations, YC-backed with no-code workflows.

33/100At Risk
150.
MacGPT
MacGPTFreemium

Access ChatGPT instantly from your Mac menu bar with a one-time payment.

33/100At Risk

278 tools found

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