RRepoGEO

REPOGEO REPORT · LITE

Tencent-Hunyuan/Hunyuan-A13B

Default branch main · commit 2798f3c8 · scanned 6/6/2026, 11:08:07 AM

GitHub: 815 stars · 116 forks

AI VISIBILITY SCORE
22 /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
1 / 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 Tencent-Hunyuan/Hunyuan-A13B, 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, large-language-model, mixture-of-experts, moe, deep-learning, nlp, tencent, hunyuan, a13b
  • highhomepage#2
    Add the official website to the repository homepage field

    Why:

    COPY-PASTE FIX
    https://hunyuan.tencent.com
  • mediumreadme#3
    Add an explicit license statement to the README

    Why:

    COPY-PASTE FIX
    ## License
This project is released under [INSERT ACTUAL LICENSE NAME(S) HERE]. Please refer to the the [LICENSE file](https://github.com/Tencent-Hunyuan/Hunyuan-A13B/blob/main/LICENSE) for full details.

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 Tencent-Hunyuan/Hunyuan-A13B
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mixtral 8x7B
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mixtral 8x7B · recommended 2×
  2. Qwen1.5-MoE · recommended 1×
  3. DeepSeek-MoE · recommended 1×
  4. OpenHermes-2.5-Mixtral · recommended 1×
  5. Yi-MoE · recommended 1×
  • CATEGORY QUERY
    What open-source large language models are built with a Mixture-of-Experts architecture?
    you: not recommended
    AI recommended (in order):
    1. Mixtral 8x7B
    2. Qwen1.5-MoE
    3. DeepSeek-MoE
    4. OpenHermes-2.5-Mixtral
    5. Yi-MoE

    AI recommended 5 alternatives but never named Tencent-Hunyuan/Hunyuan-A13B. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking efficient 13 billion parameter language models leveraging MoE for specialized tasks.
    you: not recommended
    AI recommended (in order):
    1. Mixtral 8x7B
    2. Qwen1.5-7B-Chat-MoE
    3. DeepSeek-MoE-16B
    4. OpenChat-3.5-7B-128k-MoE
    5. Llama 2 7B/13B
    6. Falcon-7B-MoE

    AI recommended 6 alternatives but never named Tencent-Hunyuan/Hunyuan-A13B. 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 Tencent-Hunyuan/Hunyuan-A13B?
    pass
    AI did not name Tencent-Hunyuan/Hunyuan-A13B — 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?

  • If a team adopts Tencent-Hunyuan/Hunyuan-A13B in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Tencent-Hunyuan/Hunyuan-A13B 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 Tencent-Hunyuan/Hunyuan-A13B solve, and who is the primary audience?
    pass
    AI did not name Tencent-Hunyuan/Hunyuan-A13B — 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?

Embed your GEO score

Drop this badge into the README of Tencent-Hunyuan/Hunyuan-A13B. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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Tencent-Hunyuan/Hunyuan-A13B — 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