AI · alternatives · 2026
24 alternatives to TrustLens AI
Don't trust AI. Verify it.
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
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AppearOnAI ▲288Get recommended by ChatGPT, Gemini, and Claude
2025 · appearonai.io · its alternatives →
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This is a quick prototype I built for semantic search and factual question answering using embeddings and GPT-3. It tries to solve the LLM hallucination issue by guiding it only to answer questions from the given context instead of making things up. If you ask something not covered in an episode, it should say that it doesn't know rather than providing a plausible, but potentially incorrect response. It uses Whisper to transcribe, text-embedding-ada-002 to embed, Pinecone.io to search, and text-davinci-003 to generate the answer. More examples and explanations here:…
2022 · huberman.rile.yt · its alternatives →
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Detects hallucinations (false info) in AI-generated content
2023 · its alternatives →
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The Only AI Tool That Doesn't Trust AI
Mar 2026 · triall.ai · its alternatives →
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Hi all! This morning, we released a new Apache 2.0 licensed model on HuggingFace for detecting hallucinations in retrieval augmented generation (RAG) systems. What we've found is that even when given a "simple" instruction like "summarize the following news article," every LLM that's available hallucinates to some extent, making up details that never existed in the source article -- and some of them quite a bit. As a RAG provider and proponents of ethical AI, we want to see LLMs get better at this. We've published an open source model, a blog more thoroughly describing our methodology (and…
2023 · vectara.com · its alternatives →
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Know Before You Click. Know Before You Agree.
Jul 2026 · handsome-trust-lens-check.base44.app · its alternatives →
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Turn PDFs into courses with AI without irrelevant additions
2025 · minicoursegenerator.com · its alternatives →
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TrustCart▲16AI review analysis for Amazon. One clear verdict.
Jun 2026 · trustcart.org · its alternatives →
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Detect scams, phishing, fake reviews & deepfakes with AI
Jul 2026 · play.google.com · its alternatives →
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Build Trustworthy AI — Self-Assess, Govern, and Share Fast
2025 · cognitiveview.com · its alternatives →
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AI visibility checker. See your brand's AI visibility score across ChatGPT, Gemini, Claude and Perplexity, and check whether AI mentions your brand.
Jul 2026 · aivisibility.pro · its alternatives →
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After my family and I were scammed, I built this app to help tackle the $1 trillion global fraud problem. Available on both App Store and Google Play. I don't have a tech background and used AI to help me build it. The objective was to use AI to help catch AI being used by scammers. Check it out if you're interested.
Nov 2025 · apps.apple.com · its alternatives →
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Catch AI's made-up facts before you publish them
Jul 2026 · aitoolcritic.com · its alternatives →
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RagMetrics▲13We built live AI evaluation to detect hallucinations, grounding issues, and drift as outputs are generated. This helps teams move GenAI from pilots into production.
2025 · ragmetrics.ai · its alternatives →
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Verify ChatGPT, Claude, Gemini, Perplexity in real time.
Nov 2025 · hyde.bot · its alternatives →
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Real-time AI hallucination detection. Don't trust, verify.
Jun 2026 · wuyijia.gumroad.com · its alternatives →
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Popsight▲8Check what ChatGPT says about your brand, from your desktop
May 2026 · popsight.ai · its alternatives →
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getGEOscore▲17Find out if ChatGPT recommends your brand in 60s
Jul 2026 · getgeoscoreai.com · its alternatives →
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VerifyAI▲5Instant fact-checking for AI chatbot responses.
2025 · chromewebstore.google.com · its alternatives →
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Find out if ChatGPT recommends you — or your competitor
Aug 2026 · tabyian.com · its alternatives →
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Hello hackernews, I am looking for feedback for Labophase.com which is a app that focuses on returning results from multiple ai models at the same time. I currently support: GPT4-Turbo, Claude-2, Google PaLM2, Llama2, Mistral, and OpenOrca. Working on supporting Gemini soonTM. I built it to solve a couple of personal pains I experienced. After reaching out to a couple of users in r/localllama, seems that people would have similar approach to address hallucination, availability, and comparing ai models. Initial feedback came in with some surprises that I'm hoping to get feedback from the…
2023 · labophase.com · its alternatives →
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Gathering and crawling and scraping public shareable AI LLMs links and providing results and insights of your queries. Alerts can be set for fugure findings. HIBP but for AI chats.
Dec 2025 · leaklake.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →