RRepoGEO

REPOGEO REPORT · LITE

Yifan-Song793/RestGPT

Default branch main · commit d9901286 · scanned 6/22/2026, 3:12:24 PM

GitHub: 1,398 stars · 106 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Yifan-Song793/RestGPT, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    llm-agent, rest-api, api-automation, large-language-models, agent-framework, llm-applications, autonomous-agents
  • highreadme#2
    Reposition the README's opening to emphasize its role as an agent framework

    Why:

    CURRENT
    # RestGPT

This is the code for the paper RestGPT: Connecting Large Language Models with Real-World RESTful APIs.
    COPY-PASTE FIX
    # RestGPT: An LLM-based Autonomous Agent Framework for Real-World API Control

RestGPT is an open-source framework that enables Large Language Models (LLMs) to act as autonomous agents, controlling real-world applications through RESTful APIs. This repository provides the code and tools for building and evaluating such agents, as detailed in our paper "RestGPT: Connecting Large Language Models with Real-World RESTful APIs."
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    [Link to a project website, demo, or documentation if available, otherwise consider creating one]

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface Yifan-Song793/RestGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 1×
  3. OpenAI Function Calling · recommended 1×
  4. Microsoft Semantic Kernel · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent to automate tasks using various REST APIs?
    you: not recommended
    AI recommended (in order):
    1. LangChain

    AI recommended 1 alternative but never named Yifan-Song793/RestGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help large language models interact with external web services through APIs?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Function Calling
    4. Microsoft Semantic Kernel
    5. Haystack

    AI recommended 5 alternatives but never named Yifan-Song793/RestGPT. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of Yifan-Song793/RestGPT?
    pass
    AI named Yifan-Song793/RestGPT explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts Yifan-Song793/RestGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Yifan-Song793/RestGPT explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo Yifan-Song793/RestGPT solve, and who is the primary audience?
    pass
    AI named Yifan-Song793/RestGPT explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of Yifan-Song793/RestGPT. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Yifan-Song793/RestGPT.svg)](https://repogeo.com/en/r/Yifan-Song793/RestGPT)
HTML
<a href="https://repogeo.com/en/r/Yifan-Song793/RestGPT"><img src="https://repogeo.com/badge/Yifan-Song793/RestGPT.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Yifan-Song793/RestGPT — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite