RankGPT

RankGPT

Weiwei Sun
+
+

Related Products

  • HubSpot AEO
    47 Ratings
    Visit Website
  • AthenaHQ
    36 Ratings
    Visit Website
  • Evertune
    1 Rating
    Visit Website
  • AuthorityTech
    2 Ratings
    Visit Website
  • Fraud.net
    56 Ratings
    Visit Website
  • Google AI Studio
    30 Ratings
    Visit Website
  • Caller ID Reputation
    42 Ratings
    Visit Website
  • QEval
    30 Ratings
    Visit Website
  • Checksum.ai
    1 Rating
    Visit Website
  • Planview Portfolios
    201 Ratings
    Visit Website

About

PromptSignal is an AI visibility analytics platform that monitors how major large language models like ChatGPT, Claude, Perplexity, and Gemini mention, rank, and describe brands. As consumers increasingly rely on AI assistants instead of search engines to research, compare, and evaluate products, PromptSignal helps companies understand and optimize how their brand appears in AI-generated answers. The platform provides daily monitoring across multiple models, offering visibility scores, ranking positions, sentiment analysis, and competitive benchmarks. It includes tailored prompt suggestions to test brand performance and actionable recommendations to improve positioning and perception in LLM responses. Metrics such as brand visibility, competitor tracking, sentiment score, ranking position, and prompt performance allow teams to track where their brand is winning or falling behind.

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

Marketing and growth teams seeking a tool to monitor and enhance their visibility, reputation, and competitive standing across leading AI models

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

$99 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

PromptSignal
Founded: 2025
United Kingdom
www.promptsignal.ai/

Company Information

Weiwei Sun
United States
github.com/sunnweiwei/RankGPT

Alternatives

Alternatives

RankLLM

RankLLM

Castorini
ColBERT

ColBERT

Future Data Systems
HubSpot AEO

HubSpot AEO

HubSpot

Categories

Categories

Integrations

ChatGPT
Claude
Cohere
DeepSeek
GPT-3.5
GPT-4
Gemini
Gemini Enterprise
Grok
Hugging Face
LiteLLM
Llama
Llama 2
Mistral AI
NVIDIA TensorRT
OpenAI
Perplexity
Python
RankLLM

Integrations

ChatGPT
Claude
Cohere
DeepSeek
GPT-3.5
GPT-4
Gemini
Gemini Enterprise
Grok
Hugging Face
LiteLLM
Llama
Llama 2
Mistral AI
NVIDIA TensorRT
OpenAI
Perplexity
Python
RankLLM
Claim PromptSignal and update features and information
Claim PromptSignal and update features and information
Claim RankGPT and update features and information
Claim RankGPT and update features and information