RRepoGEO

REPOGEO REPORT · LITE

codefuse-ai/Test-Agent

Default branch main · commit b069644b · scanned 6/11/2026, 1:57:49 AM

GitHub: 699 stars · 87 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 codefuse-ai/Test-Agent, 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
  • highreadme#1
    Add a concise English introduction to the README

    Why:

    CURRENT
    # Test-Agent: 您的智能测试助理
    COPY-PASTE FIX
    # Test-Agent: Your Intelligent Testing Assistant

Test-Agent is an AI-powered agent designed to revolutionize software testing using Large Language Models (LLMs). It automates multi-language test case generation (Java, Python, Javascript) and assertion completion, significantly enhancing test suite quality and efficiency. Developed with an industrial-first approach in China, it offers a robust framework for secure, private deployment of LLM-driven testing solutions.
  • mediumlicense#2
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under the terms specified in the LICENCE file. Please refer to the LICENCE file for full details.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://codefuse-ai.github.io/Test-Agent (or relevant project landing page)

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 codefuse-ai/Test-Agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. Testsigma · recommended 2×
  3. Diffblue Cover · recommended 1×
  4. Symflower · recommended 1×
  5. Evosuite · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automatically generate comprehensive test cases for my Java applications?
    you: not recommended
    AI recommended (in order):
    1. Diffblue Cover
    2. Symflower
    3. Evosuite
    4. OpenAI Codex
    5. GitHub Copilot
    6. Testsigma
    7. Ponicode

    AI recommended 7 alternatives but never named codefuse-ai/Test-Agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools leverage large language models to enhance existing software test suites and complete assertions?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain (langchain-ai/langchain)
    3. LlamaIndex (run-llama/llama_index)
    4. Testsigma
    5. Applitools
    6. GitHub Copilot
    7. Llama 2
    8. Mistral

    AI recommended 8 alternatives but never named codefuse-ai/Test-Agent. 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 codefuse-ai/Test-Agent?
    pass
    AI named codefuse-ai/Test-Agent explicitly

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

  • If a team adopts codefuse-ai/Test-Agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named codefuse-ai/Test-Agent 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 codefuse-ai/Test-Agent solve, and who is the primary audience?
    pass
    AI named codefuse-ai/Test-Agent 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 codefuse-ai/Test-Agent. 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/codefuse-ai/Test-Agent.svg)](https://repogeo.com/en/r/codefuse-ai/Test-Agent)
HTML
<a href="https://repogeo.com/en/r/codefuse-ai/Test-Agent"><img src="https://repogeo.com/badge/codefuse-ai/Test-Agent.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

codefuse-ai/Test-Agent — 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