RankGPTWeiwei Sun
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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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About
SearchScore is an AI visibility analysis tool that shows how likely your website is to be recommended by AI systems like ChatGPT, Google AI, and Perplexity.
Traditional SEO focuses on rankings. AI tools generate answers - and only include a few trusted sources. If your site isn’t structured for AI, you may not be included at all.
SearchScore analyzes your site across 130+ signals to identify what’s missing, why competitors are being chosen instead, and what to fix.
It also validates visibility using real AI-generated answers, showing whether your brand is actually cited across leading models.
Get clear, prioritised fixes, improve AI readability and trust signals, and increase your chances of being recommended - not just ranked.
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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
AI researchers needing a tool to leverage LLMs for advanced document reranking in information retrieval systems
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Audience
Marketers
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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 VideosNo images available
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Pricing
Free
Free Version
Free Trial
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Pricing
No information available.
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 InformationWeiwei Sun
United States
github.com/sunnweiwei/RankGPT
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Company InformationSearchScore
Founded: 2026
United Kingdom
searchscore.io
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Categories |
Categories |
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Integrations
ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Google AI Overviews
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
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Integrations
ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Google AI Overviews
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
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