RankGPT

RankGPT

Weiwei Sun
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+

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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Businesses, content creators, and marketing teams wanting to monitor, optimize, protect, and monetize their digital content in AI-generated search and responses

Audience

AI researchers needing a tool to leverage LLMs for advanced document reranking in information retrieval systems

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$83 per month
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Opttab
Founded: 2025
Netherlands
opttab.com

Company Information

Weiwei Sun
United States
github.com/sunnweiwei/RankGPT

Alternatives

Alternatives

RankLLM

RankLLM

Castorini
ColBERT

ColBERT

Future Data Systems

Categories

Categories

Integrations

ChatGPT
Claude
DeepSeek
GPT-4
Gemini
Google Analytics
Grok
Hugging Face
LiteLLM
Llama 2
Mistral AI
NVIDIA TensorRT
OpenAI
Perplexity
Python
RankLLM
Shopify
WooCommerce
WordPress
Zapier

Integrations

ChatGPT
Claude
DeepSeek
GPT-4
Gemini
Google Analytics
Grok
Hugging Face
LiteLLM
Llama 2
Mistral AI
NVIDIA TensorRT
OpenAI
Perplexity
Python
RankLLM
Shopify
WooCommerce
WordPress
Zapier
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