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

101.
Regard
RegardPaid

AI clinical intelligence for inpatient EHR workflows

25/100At Risk
102.
CSM AI
CSM AIFreemium

Cloud 3D reconstruction from video — turn phone or drone footage into editable 3D scenes

25/100At Risk
103.
Seedance
SeedanceFreemium

Seedance generates AI video with consistent characters across every scene.

25/100At Risk
104.
MagicPhotos
MagicPhotosFreemium

AI headshot generator with 50 free watermarked previews — pay once for the pack you keep.

25/100At Risk
105.
Sweep
SweepFreemium

Sweep delivers millisecond tab autocomplete and a codebase-aware AI agent inside JetBrains IDEs.

25/100At Risk
106.
Synthesis AI
Synthesis AIPaid

Enterprise AI avatar video platform for lifelike voiceovers at scale

25/100At Risk
107.
AI Consulting Tools
AI Consulting ToolsFreemium

A curated directory of 500+ AI tools organized by consulting workflows.

25/100At Risk
108.
Hex Security
Hex SecurityPaid

AI-native container security and runtime threat detection for Kubernetes workloads

25/100At Risk
109.
Azara
AzaraContact Sales

AI-native CDP that unifies customer data and automates AI-driven segmentation and activation.

25/100At Risk
110.
Forage Mail
Forage MailFreemium

AI email assistant that triages your inbox and drafts replies for $8.25/month.

25/100At Risk
111.
Moonshot AI
Moonshot AIContact Sales

Shuttlebase is an autonomous CRO platform that finds your eCommerce conversion leaks, builds the fix, and ships it on live traffic.

25/100At Risk
112.
Niomake
NiomakePaid

Niomake is not an AI tool — niomake.com is a parked Sedo domain listed for sale at 100 EUR, so check before you buy.

25/100At Risk
113.
Bardeen
BardeenFreemium

Agentic web scraper plus AI enrichment for GTM teams who source leads no one else has indexed

25/100At Risk
114.
Imagene AI
Imagene AIFree

Free AI face generator for realistic human portraits with simple controls

25/100At Risk
115.
Harvested Robotics
Harvested RoboticsContact Sales

Zero-emission greenhouse robots that harvest, trim, and de-leaf crops overnight

25/100At Risk
116.
Pezzo
PezzoFreemium

Open-source prompt management with LLM observability for cost, latency, and token usage

25/100At Risk
117.
Navos
NavosFreemium

Navos Agent is a multi-agent AI advertising intelligence workspace for TikTok, Meta, and GMV MAX campaign planning, creative testing, and

25/100At Risk
118.
Openclaude
OpenclaudeFree

Openclaude is an open-source terminal coding agent CLI that runs any model — OpenAI, Gemini, Codex, Grok, Ollama — inside your repo.

25/100At Risk
119.
Waoowaoo
WaoowaooFreemium

Build a playable interactive browser game from a text prompt — AI generates the code, you publish with one click.

25/100At Risk
120.
Inline Studio
Inline StudioFreemium

OmniChar carries one character across every AI video model via a portable .char file on a local node canvas

25/100At Risk
121.
Magic Animator (Beta)
Magic Animator (Beta)Freemium

AI animation generator that turns Figma, Canva, and Adobe Express vector designs into motion in one click

25/100At Risk
122.
CountBot
CountBotFree

CountBot:开源本地 AI Agent 中枢,连接 100+ 大模型与微信、飞书、钉钉等多渠道 IM。

25/100At Risk
123.
ChatClaw
ChatClawFree

Local-first AI agent with 5000+ skills for your messaging apps.

25/100At Risk
124.
Pioneer
PioneerPaid

Pioneer is a self-improving inference API that routes every call to the right model and retrains itself from your production traffic.

25/100At Risk
125.
Mirror
MirrorFreemium

Turn one selfie into personalized cartoon avatars and 1,000+ stickers for messaging.

25/100At Risk
126.
Langgraphgo
LanggraphgoFree

Go-native library for building stateful, multi-agent LLM applications on top of LangChainGo

25/100At Risk
127.
TheFastest.ai
TheFastest.aiFree

Free daily LLM speed benchmarks — compare time-to-first-token and tokens-per-second across models and regions.

25/100At Risk
128.
Clade
CladeContact Sales

Clade is an AI product manager that chases project status from inside Slack, Telegram, and iMessage

25/100At Risk
129.
GPT
GPTFreemium

GPT code generation in VSCode, powered by GPT-5.6 and the Sol reasoning variant from $9/mo

25/100At Risk
130.
FlowTest
FlowTestFreemium

GenAI IDE for API-first workflow testing that runs locally on your own machine

25/100At Risk
131.
INK
INKFreemium

Open-source AI agent runtime and SDK: build agents in a visual studio or code-first, then self-host them with governance built in.

25/100At Risk
132.
Melder
MelderFreemium

AI Excel add-in that turns plain English into formulas, charts, and document analysis inside your workbook.

25/100At Risk
133.
TuneFlow
TuneFlowFreemium

TuneFlow is an AI-assisted DAW that turns a hummed melody or typed prompt into chords, harmonies and arrangements.

25/100At Risk
134.
Autoblocks AI
Autoblocks AIPaid

Autoblocks AI tests, simulates, and monitors LLM agents with evaluation logic built from your own subject-matter experts.

25/100At Risk
135.
Loopi
LoopiFree

Open-source local-first desktop automation with self-patching AI agents that rewrite failing workflows.

25/100At Risk
136.
Sol
SolFree

Radius is a free macOS Chromium browser where Claude Code, Codex, and Cursor agent sessions live as tabs beside your PRs, terminal, diffs, and localhost.

25/100At Risk
137.
Samurai
SamuraiFreemium

AI read-it-later app that summarizes YouTube videos, articles, and podcasts into concise, insight-rich takeaways.

25/100At Risk
138.
Ruler
RulerFree

Free open-source CLI that keeps AI coding assistant rules in sync from one Markdown directory

25/100At Risk
139.
Glade
GladeContact Sales

On-device AI NPC agent and LLM toolkit for game prototyping

25/100At Risk
140.
SaveDay
SaveDayFreemium

AI bookmark manager with summaries, key points, and Q&A – closing April 30, 2026

25/100At Risk
141.
Nack
NackPaid

Nack.ai is a premium .ai domain listed for sale on Atom.com — a brandable web address, not an AI product.

25/100At Risk
142.
reviewgenerator.app
reviewgenerator.appFreemium

AI review generator that fills a new Shopify store with human-like product reviews before the first sale

25/100At Risk
143.
BrowserBook
BrowserBookFreemium

Build deterministic browser automation in a notebook IDE with an inline browser and DOM-aware AI assistant.

25/100At Risk
144.
Kular
KularPaid

AI lead gen that only charges you for qualified leads.

25/100At Risk
145.
Optero
OpteroFreemium

AI job search that predicts your offer probability (0-100) before you apply.

25/100At Risk
146.
PetAI
PetAIPaid

PetAI was a custom-trained AI pet portrait service — petai.tech is now a GoDaddy domain listed at USD$888.

25/100At Risk
147.
Free AI Image Extender
Free AI Image ExtenderFree

Free AI tool to extend images in any direction, no signup required.

25/100At Risk
148.
Easy Folders
Easy FoldersFreemium

Easy Folders (Sortbase) organizes ChatGPT, Claude, Gemini, and Grok chats into one cross-platform folder tree with prompts and search.

25/100At Risk
149.
AIVLOG
AIVLOGFreemium

AIVLOG is an AI vlog editor that picks highlights from your footage automatically, saving you the timeline work.

25/100At Risk
150.
NewsBang
NewsBangFreemium

Zetik (formerly NewsBang) is an AI agent that tracks any named topic and briefs you only when it moves

25/100At Risk

335 tools found

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