RRepoGEO

REPOGEO REPORT · LITE

LC1332/Chat-Haruhi-Suzumiya

Default branch main · commit 290bf4ad · scanned 6/30/2026, 12:58:30 PM

GitHub: 2,095 stars · 181 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
28 /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
2 / 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 LC1332/Chat-Haruhi-Suzumiya, 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 clear framework positioning statement to the README's opening

    Why:

    COPY-PASTE FIX
    本项目是一个开源框架和工具包，致力于帮助开发者构建和部署能够模仿特定角色（如动漫人物）语气、个性和剧情的AI聊天代理。

(Insert this sentence at the beginning of the README's main descriptive section, ideally right after the H2 'Reviving Anime Character in Reality via Large Language Model' and before the existing descriptive paragraph.)
  • hightopics#2
    Expand and refine repository topics for better categorization

    Why:

    CURRENT
    role-playing, text-generation
    COPY-PASTE FIX
    character-ai, chatbot-framework, llm-agents, conversational-ai, anime-characters, role-playing
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/chengli-thu/ChatHaruhi-OpenAI

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 LC1332/Chat-Haruhi-Suzumiya
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. run-llama/llama_index · recommended 1×
  3. huggingface/transformers · recommended 1×
  4. microsoft/DeepSpeed · recommended 1×
  5. facebookresearch/ParlAI · recommended 1×
  • CATEGORY QUERY
    What open-source tools are available for developing AI character role-playing agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Hugging Face Transformers (huggingface/transformers)
    4. DeepSpeed (microsoft/DeepSpeed)
    5. ParlAI (facebookresearch/ParlAI)
    6. OpenAI Gym (openai/gym)
    7. Rasa (RasaHQ/rasa)

    AI recommended 7 alternatives but never named LC1332/Chat-Haruhi-Suzumiya. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I build a conversational AI that mimics specific anime character personalities?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-3.5/GPT-4
    2. Hugging Face Transformers
    3. GPT-2
    4. DialoGPT
    5. BlenderBot
    6. Google Cloud Dialogflow ES/CX
    7. Rasa
    8. Cohere
    9. DeepPavlov
    10. Replika

    AI recommended 10 alternatives but never named LC1332/Chat-Haruhi-Suzumiya. 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 LC1332/Chat-Haruhi-Suzumiya?
    pass
    AI named LC1332/Chat-Haruhi-Suzumiya explicitly

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

  • If a team adopts LC1332/Chat-Haruhi-Suzumiya in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LC1332/Chat-Haruhi-Suzumiya 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 LC1332/Chat-Haruhi-Suzumiya solve, and who is the primary audience?
    pass
    AI did not name LC1332/Chat-Haruhi-Suzumiya — likely talking about a different project

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

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LC1332/Chat-Haruhi-Suzumiya — 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