RRepoGEO

REPOGEO REPORT · LITE

1sdv/TripStar

Default branch main · commit 96b9c5e7 · scanned 5/26/2026, 6:12:50 PM

GitHub: 1,792 stars · 207 forks

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 1sdv/TripStar, 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 specific topics to clarify project type

    Why:

    COPY-PASTE FIX
    ai-travel-assistant, multi-agent-system, travel-planning, itinerary-generator, llm-application, vue, full-stack, open-source
  • highreadme#2
    Reposition README H1 subtitle to emphasize 'application' for users

    Why:

    CURRENT
    **基于 HelloAgents 框架打造的多智能体协作文旅规划平台**
    COPY-PASTE FIX
    **一个创新的 AI 文旅智能体应用，为用户提供一站式智能旅行规划服务。**
  • mediumreadme#3
    Explicitly mention 'open-source' early in the project introduction

    Why:

    CURRENT
    **旅途星辰 (TripStar)** 是一个创新的 AI 文旅智能体应用，基于 HelloAgents 框架打造的多智能体协作文旅规划平台，旨在解决用户在规划旅行时面临的"信息过载"和"决策疲劳"问题。
    COPY-PASTE FIX
    **旅途星辰 (TripStar)** 是一个创新的 AI 文旅智能体应用，作为一个开源项目，它致力于为全球旅行者提供透明、可定制的智能规划体验。它基于 HelloAgents 框架打造的多智能体协作文旅规划平台，旨在解决用户在规划旅行时面临的"信息过载"和"决策疲劳"问题。

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 1sdv/TripStar
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. projectmesa/mesa · recommended 1×
  3. spade-foundation/spade · recommended 1×
  4. JADE · recommended 1×
  5. langchain-ai/langchain · recommended 1×
  • CATEGORY QUERY
    How to build an AI travel assistant for personalized itinerary generation using multi-agent systems?
    you: not recommended
    AI recommended (in order):
    1. Mesa (projectmesa/mesa)
    2. SPADE (spade-foundation/spade)
    3. JADE
    4. LangChain (langchain-ai/langchain)
    5. OpenAI API
    6. Hugging Face Transformers (huggingface/transformers)
    7. Scikit-learn (scikit-learn/scikit-learn)
    8. TensorFlow (tensorflow/tensorflow)
    9. PyTorch (pytorch/pytorch)
    10. PostgreSQL
    11. PostGIS
    12. Pinecone
    13. Weaviate (weaviate/weaviate)

    AI recommended 13 alternatives but never named 1sdv/TripStar. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI platform to automate comprehensive travel planning, including social media insights and multilingual support.
    you: not recommended
    AI recommended (in order):
    1. Amadeus Travel Platform
    2. Sabre Travel Network
    3. Google Cloud AI Platform
    4. Natural Language API
    5. Translation API
    6. Vision AI
    7. BigQuery ML
    8. Google Cloud Pub/Sub
    9. Microsoft Azure AI Platform
    10. Azure Cognitive Services
    11. Azure Machine Learning
    12. Azure Data Factory
    13. Travelport
    14. IBM Watson Discovery
    15. Watson Language Translator
    16. OpenAI API
    17. GPT-4

    AI recommended 17 alternatives but never named 1sdv/TripStar. 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 1sdv/TripStar?
    pass
    AI named 1sdv/TripStar explicitly

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

  • If a team adopts 1sdv/TripStar in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 1sdv/TripStar 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 1sdv/TripStar solve, and who is the primary audience?
    pass
    AI named 1sdv/TripStar explicitly

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

Embed your GEO score

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1sdv/TripStar — 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