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

251.
PentaCue
PentaCuePaid

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

25/100At Risk
252.
Toivo AI
Toivo AIContact Sales

AI that books restaurant reservations for you with verified accuracy.

25/100At Risk
253.
SecBrain AI
SecBrain AIPaid

SecBrain AI is a premium 8-letter .ai domain for sale at $16,999 — a security intelligence AI brand name, not software.

25/100At Risk
254.
Ai & Stuff
Ai & StuffFreemium

Ai & Stuff is a mobile app combining AI chat, DALL-E image generation, and augmented reality placement of your created images.

25/100At Risk
255.
Foretoken AI
Foretoken AIContact Sales

Foretoken AI replaces coding puzzles with recorded real-work simulations that show how engineers build, debug, and use AI tools.

25/100At Risk
256.
Gymconnect
GymconnectContact Sales

Gymconnect bundles gym management software, an equipment marketplace, and business financing for independent gyms.

25/100At Risk
257.
Trademark Owl
Trademark OwlPaid

Trademark Owl was an AI-assisted USPTO trademark search and filing service; as of May 20, 2026 its domain is a $4,888 for-sale listing.

25/100At Risk
258.
Varaverse
VaraverseContact Sales

Historical profile of a no-code AR product-showcase and AI query-bot tool; the vendor domain now serves a parked page.

25/100At Risk
259.
Cocoleco
CocolecoFree

Comparador gratuito de cuotas 1X2 y pronósticos breves de la Liga MX, en español y sin registro.

25/100At Risk
260.
Browsebuddy
BrowsebuddyPaid

browsebuddy.ai is a parked Sedo domain listed for sale at $9,999 — there is no AI browsing assistant here.

25/100At Risk
261.
Khorus
KhorusFreemium

Khorus is a build-and-ship platform for agent-to-agent dApps on BNB Chain, pairing ERC-8004 on-chain agent identity with x402 autonomous payments.

25/100At Risk
262.
Gander
GanderPaid

Zero-permission Android file viewer that never asks for access

25/100At Risk
263.
Ailora AI
Ailora AIFreemium

Ailora AI is gone — ailora.io is an aftermarket domain-for-sale listing, not a working AI product.

25/100At Risk
264.
Fcpx Auto Captions
Fcpx Auto CaptionsPaid

Fcpx Auto Captions adds Whisper-powered auto captions to Final Cut Pro on your Mac, with no uploads.

25/100At Risk
265.
Promptsy
PromptsyFreemium

Prompt management vault for saving, versioning, and sharing AI prompts across ChatGPT, Claude, and Cursor.

25/100At Risk
266.
LongToShorts
LongToShortsFreemium

AI video repurposing that turns long videos into captioned vertical shorts

25/100At Risk
267.
ZeroHuman.
ZeroHuman.Freemium

ZeroHuman is an autonomous AI co-founder that runs daily build, validation and marketing tasks for solo founders.

25/100At Risk
268.
Cure AI
Cure AIFreemium

AI-powered PubMed search that ranks evidence by journal quality and citations. 26M+ articles, natural language answers with citations.

25/100At Risk
269.
Clarafy
ClarafyFreemium

Clarafy polishes messy text and voice dictation in one click inside any web text field.

25/100At Risk
270.
CSO Agent
CSO AgentFreemium

AI strategic planning tool with C-suite personas and structured frameworks like SWOT and Porter's Five Forces

25/100At Risk
271.
Lenzo
LenzoPaid

AI trade compliance automation for sanctions screening, HS/ECCN classification, and audit-ready evidence.

25/100At Risk
272.
Vurge
VurgePaid

AI web scraping inside Google Sheets — extract website data without code or API keys.

25/100At Risk
273.
TubeSpark
TubeSparkPaid

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

25/100At Risk
274.
Brandfort.co
Brandfort.coPaid

Brandfort.co is AI comment moderation for Instagram, Facebook, and YouTube — auto-delete spam, hate speech, and toxic replies.

25/100At Risk
275.
ds-ml-bootcamp
ds-ml-bootcampFreemium

Somali-language AI datasets, speech models, and benchmarks — plus courses that teach you to use them

25/100At Risk
276.
Go Stock
Go StockFreemium

Go Stock runs LLM stock analysis on A-shares, Hong Kong and US markets from your own desktop

25/100At Risk
277.
Drip
DripContact Sales

dreach is an AI sales agent for IT staffing firms that flags employers about to hire and names your way in.

25/100At Risk
278.
Mini Infer
Mini InferFree

An open-source, readable LLM inference engine written in Python with hand-written CUDA and Triton kernels.

25/100At Risk
279.
Lalaland.ai
Lalaland.aiContact Sales

Enterprise AI fashion models for Browzwear's 3D design ecosystem — 3D assets in, on-brand product imagery out.

32/100At Risk
280.
AnyAPI
AnyAPIFree

AnyAPI A/B tests your GPT-3 prompts and ships the winning variant as a live REST API endpoint.

32/100At Risk
281.
Maya Labs
Maya LabsContact Sales

An applied research lab building self-programming machines; its PAC-1 engine turns natural language scripts into interpretable software.

32/100At Risk
282.
Bizzy AI
Bizzy AIContact Sales

AI calling infrastructure that phones your customers' service providers, negotiates with a live rep, and returns a transcript-verified result.

32/100At Risk
283.
H4cker
H4ckerFree

H4cker is a free open-source GitHub index of ethical hacking, DFIR, bug bounty, and AI security learning resources.

33/100At Risk
284.
TextBehindImage.site
TextBehindImage.siteFreemium

Web tool that places text layers behind a photo's subject using AI masking, no editor required.

33/100At Risk
285.
Colormind
ColormindFree

Colormind is a free AI color palette generator that builds five-swatch schemes from film, photo, and art datasets.

35/100At Risk
286.
Outrove
OutroveContact Sales

Sapien builds synthetic populations you can question about products, prices and campaigns, then re-question after the report lands.

35/100At Risk
287.
LawWiz
LawWizContact Sales

AI legal toolkit with 1,000+ tools and CLE webinars for attorneys.

36/100At Risk
288.
GPTGO
GPTGOFree

Free AI search engine that puts Google results and a ChatGPT answer on the same page — no account needed.

37/100At Risk
289.
EtsyGenerator
EtsyGeneratorFree

Free browser-based AI writing tools that draft Etsy titles, descriptions, tags, keywords and listing plans without an account.

37/100At Risk
290.
100+ Startup Roles Prompt Templates
100+ Startup Roles Prompt TemplatesFreemium

100+ startup role prompt templates for ChatGPT, Claude and Gemini — pay $0+ on Gumroad.

37/100At Risk
291.
Callab AI
Callab AIContact Sales

Callab AI deploys AI voice agents for enterprise contact centers on your existing PBX, SBC and telephony.

37/100At Risk
292.
PixMaker AI
PixMaker AIFreemium

PixMaker AI turns one product or model photo into e-commerce-ready visuals — AI backgrounds, custom model templates, and instant background removal in the

37/100At Risk
293.
Humiris
HumirisFreemium

Route every AI query to the best model for accuracy and cost efficiency.

37/100At Risk
294.
GPT4oMini.app
GPT4oMini.appFree

A free, no-login web chat that puts OpenAI's ChatGPT-4o Mini in front of librarians exploring data science.

37/100At Risk
295.
Free YouTube to MP3 Converter
Free YouTube to MP3 ConverterFree

Free browser-based tool that extracts MP3 audio from public YouTube videos with no sign-up and no ads.

37/100At Risk
296.
Houmify
HoumifyContact Sales

An AI chat that routes you to real estate agents, cashback, loans and home-maintenance help.

37/100At Risk
297.
Text-to-360
Text-to-360Contact Sales

Turn text prompts into explorable 360° images and videos, all in your browser.

37/100At Risk
298.
DocsMind
DocsMindFreemium

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

37/100At Risk
299.
HubFrontend
HubFrontendContact Sales

HubFrontend puts GPT-style Q&A and Midjourney-style drawing behind one Chinese-language login.

37/100At Risk
300.
WhitePaperGPT
WhitePaperGPTContact Sales

A Chrome extension that clips web snippets into project folders and drafts a white paper from the sources you gathered.

37/100At Risk

335 tools found

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