RRepoGEO

REPOGEO REPORT · LITE

univa-agent/univa

Default branch main · commit 56b15e9d · scanned 6/4/2026, 11:13:15 PM

GitHub: 503 stars · 76 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 univa-agent/univa, 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
    Insert a direct clarifying sentence at the top of the README

    Why:

    COPY-PASTE FIX
    # UniVA: Universal Video Agent
UniVA is an open-source AI agent for natural language video generation, direction, and co-creation.
# **Towards Open-Source Next-Generation Video Generalist**
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    video-generation, ai-agent, natural-language-processing, video-editing, multimodal-ai, open-source
  • mediumhomepage#3
    Add the project's homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://univa.online

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 univa-agent/univa
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML Gen-1 / Gen-2
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML Gen-1 / Gen-2 · recommended 1×
  2. Pika Labs · recommended 1×
  3. Synthesys Studio · recommended 1×
  4. HeyGen · recommended 1×
  5. Descript · recommended 1×
  • CATEGORY QUERY
    How can I generate and edit videos using natural language commands and an AI agent?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-1 / Gen-2
    2. Pika Labs
    3. Synthesys Studio
    4. HeyGen
    5. Descript
    6. Pictory AI

    AI recommended 6 alternatives but never named univa-agent/univa. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source system to direct and compose video content with an intelligent assistant.
    you: not recommended
    AI recommended (in order):
    1. OBS Studio
    2. Streamer.bot
    3. OpenAI API
    4. Llama 2
    5. Hugging Face
    6. Shotcut
    7. Kdenlive
    8. FFmpeg
    9. Blender

    AI recommended 9 alternatives but never named univa-agent/univa. 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 univa-agent/univa?
    pass
    AI named univa-agent/univa explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite