RankGPTWeiwei Sun
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Related Products
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About
Opttab is an AI visibility and digital asset management platform that helps users understand, control, and improve how AI models like ChatGPT, Claude, Gemini, Perplexity, and others perceive and reference their online content by providing real-time analytics, optimization tools, protection controls, and monetization features for websites and digital assets. It tracks AI visibility metrics such as citations, sentiment, and ranking positions, gives actionable recommendations to boost a site’s Generative Engine Optimization (GEO) score so content ranks higher in AI search results, and offers tools to generate AI-optimized content, structured data, and AI-friendly microsites to increase discoverability by autonomous AI “agents.” Opttab also includes smart opt-in/out controls to manage which AI models can access or train on content, AI detectors that scan whether assets appear in major training datasets or have been infringed, and protections against unauthorized use of media.
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About
RankGPT is a Python toolkit designed to explore the use of generative Large Language Models (LLMs) like ChatGPT and GPT-4 for relevance ranking in Information Retrieval (IR). It introduces methods such as instructional permutation generation and a sliding window strategy to enable LLMs to effectively rerank documents. It supports various LLMs, including GPT-3.5, GPT-4, Claude, Cohere, and Llama2 via LiteLLM. RankGPT provides modules for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. It includes a module for detailed analysis of input prompts and LLM responses, addressing reliability concerns with LLM APIs and non-deterministic behavior in Mixture-of-Experts (MoE) models. The toolkit supports various backends, including SGLang and TensorRT-LLM, and is compatible with a wide range of LLMs. RankGPT's Model Zoo includes models like LiT5 and MonoT5, hosted on Hugging Face.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Businesses, content creators, and marketing teams wanting to monitor, optimize, protect, and monetize their digital content in AI-generated search and responses
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Audience
AI researchers needing a tool to leverage LLMs for advanced document reranking in information retrieval systems
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$83 per month
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationOpttab
Founded: 2025
Netherlands
opttab.com
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Company InformationWeiwei Sun
United States
github.com/sunnweiwei/RankGPT
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Alternatives |
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Categories |
Categories |
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Integrations
ChatGPT
Claude
DeepSeek
GPT-4
Gemini
Google Analytics
Grok
Hugging Face
LiteLLM
Llama 2
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Integrations
ChatGPT
Claude
DeepSeek
GPT-4
Gemini
Google Analytics
Grok
Hugging Face
LiteLLM
Llama 2
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