RankGPT

RankGPT

Weiwei Sun
+
+

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About

Rank++ is an AI-visibility and AEO (AI Engine Optimization) platform designed to help websites become more discoverable by modern AI assistants and AI-powered search tools. Instead of focusing only on traditional SEO, Rank++ improves how your content is understood, indexed, and cited by systems like ChatGPT, Claude, Perplexity, and other AI models. The platform provides a suite of tools—including AI visibility audits, structured-data (schema) generation, entity-graph creation, content optimization, instant indexing, directory submissions, and AI-response testing—to ensure your website is properly represented in the new AI-driven search ecosystem. Rank++ also includes analytics that track how often AI models surface or reference your brand. In short, Rank++ helps creators, businesses, and publishers increase their presence in both search engines and AI-generated answers, without needing deep technical SEO knowledge.

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

Indie hackers, SaaS founders, solopreneurs, digital marketers, SEO specialists, content creators, startups, and online businesses.

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

$49
25 credits for free trial
and $49/Mo for 200 credits to use all the Rank++ AEO tools
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:

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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

Rank++
rankplusplus.com

Company Information

Weiwei Sun
United States
github.com/sunnweiwei/RankGPT

Alternatives

Alternatives

RankLLM

RankLLM

Castorini
ColBERT

ColBERT

Future Data Systems
Vaylis

Vaylis

Vaylis AI

Categories

Categories

Integrations

ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
Perplexity
Python
RankLLM

Integrations

ChatGPT
Claude
Cohere
GPT-3.5
GPT-4
Hugging Face
LiteLLM
Llama 2
NVIDIA TensorRT
Perplexity
Python
RankLLM
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