RRepoGEO

REPOGEO REPORT · LITE

freechat-fun/freechat

Default branch main · commit cd3e8bdb · scanned 6/11/2026, 11:42:18 AM

GitHub: 551 stars · 105 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 freechat-fun/freechat, 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
    ai-character-platform, virtual-characters, llm-platform, prompt-engineering, rag, java, cloud-native, self-hosted, api-first, ai-chatbot
  • highabout#2
    Update the repository description to a concise sentence

    Why:

    CURRENT
    https://freechat.fun
    COPY-PASTE FIX
    A cloud-native, robust, and quickly commercializable enterprise-level AI virtual character platform with extensive APIs, RAG, and long-term memory, built with Java.
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://freechat.fun

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 freechat-fun/freechat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Azure AI Studio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Azure AI Studio · recommended 1×
  2. Azure OpenAI Service · recommended 1×
  3. GPT-4 · recommended 1×
  4. GPT-3.5 Turbo · recommended 1×
  5. Azure Cognitive Search · recommended 1×
  • CATEGORY QUERY
    What are robust, scalable platforms for building enterprise-level AI virtual character systems with RAG?
    you: not recommended
    AI recommended (in order):
    1. Azure AI Studio
    2. Azure OpenAI Service
    3. GPT-4
    4. GPT-3.5 Turbo
    5. Azure Cognitive Search
    6. Azure Functions
    7. Azure Kubernetes Service (AKS)
    8. Google Cloud Vertex AI
    9. PaLM 2
    10. Gemini
    11. Vertex AI PaLM API
    12. Vertex AI Generative AI Studio
    13. Google Cloud Search
    14. BigQuery
    15. Vertex AI Workbench
    16. Vertex AI Endpoints
    17. AWS Bedrock
    18. Amazon SageMaker
    19. Anthropic's Claude
    20. AI21 Labs' Jurassic-2
    21. Amazon OpenSearch Service
    22. Amazon Kendra
    23. AWS Lambda
    24. Amazon ECS/EKS
    25. Hugging Face Ecosystem
    26. AWS EC2
    27. Google Cloud VMs
    28. Azure VMs
    29. Hugging Face Transformers (huggingface/transformers)
    30. Hugging Face Datasets (huggingface/datasets)
    31. Pinecone
    32. Weaviate (weaviate/weaviate)
    33. Qdrant (qdrant/qdrant)
    34. LangChain (langchain-ai/langchain)
    35. LlamaIndex (run-llama/llama_index)
    36. Google Cloud Run
    37. Kubernetes
    38. Cohere
    39. Command
    40. Embed

    AI recommended 40 alternatives but never named freechat-fun/freechat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Java-based platform for AI character creation with prompt engineering and extensive APIs.
    you: not recommended
    AI recommended (in order):
    1. Spring AI
    2. LangChain4j
    3. Deeplearning4j (DL4J)
    4. OpenNLP
    5. Stanford CoreNLP
    6. Jep (Java Embedded Python)
    7. Jython

    AI recommended 7 alternatives but never named freechat-fun/freechat. 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 freechat-fun/freechat?
    pass
    AI named freechat-fun/freechat explicitly

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

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

Subscribe to Pro for deep diagnoses

freechat-fun/freechat — 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